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@inproceedings{DBLP:conf/edm/0004SCBP23,
author = {Yang Shi and
Robin Schmucker and
Min Chi and
Tiffany Barnes and
Thomas W. Price},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {KC-Finder: Automated Knowledge Component Discovery for Programming
Problems},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.3/index.html},
timestamp = {Mon, 11 Mar 2024 16:00:17 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004SCBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AllegreYL23,
author = {Olivier All{\`{e}}gre and
Amel Yessad and
Vanda Luengo},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Discovering prerequisite relationships between knowledge components
from an interpretable learner model},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.55/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AllegreYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlmoubayyedF023,
author = {Husni Almoubayyed and
Stephen Fancsali and
Steven Ritter},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Generalizing Predictive Models of Reading Ability in Adaptive Mathematics
Software},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.18/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlmoubayyedF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BadheDR23,
author = {Vishwas Badhe and
Chandan Dasgupta and
Ramkumar Rajendran},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Investigating teams' Socially Shared Metacognitive Regulation {(SSMR)}
and transactivity in project-based computer supported collaborative
learning environment},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.67/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BadheDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaralBSGCH23,
author = {Sami Baral and
Anthony Botelho and
Abhishek Santhanam and
Ashish Gurung and
Li Cheng and
Neil T. Heffernan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Auto-scoring Student Responses with Images in Mathematics},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.36/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaralBSGCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BiW23,
author = {Ran Bi and
Shiyao Wei},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Exploring the Implementation of {NLP} Topic Modeling for Understanding
the Dynamics of Informal Learning in an {AI} Painting Community},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.46/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BorchersKJ023,
author = {Conrad Borchers and
Lennart Klein and
Hayden Johnson and
Christian Fischer},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Timing Matters: Inferring Educational Twitter Community Switching
from Membership Characteristics},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.47/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BorchersKJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BottaSG23,
author = {Colton Botta and
Avi Segal and
Kobi Gal},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Sequencing Educational Content Using Diversity Aware Bandits},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.57/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BottaSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenL23,
author = {Guanyu Chen and
Yan Liu},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Response Process Data in Educational and Psychological Assessment:
{A} Scoping Review of Empirical Studies},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.71/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChopraLSCYJN23,
author = {Harshita Chopra and
Yiwen Lin and
Mohammad Amin Samadi and
Jacqueline G. Cavazos and
Renzhe Yu and
Spencer Jaquay and
Nia Nixon},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Semantic Topic Chains for Modeling Temporality of Themes in Online
Student Discussion Forums},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.6/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChopraLSCYJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChowdhurySPD23,
author = {Anirban Roy Chowdhury and
Nandagopal K. S. and
Vijay Prakash and
Syaamantak Das},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {A comparative analysis of the cognitive levels of Science and Mathematics
secondary school board examination questions in India},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.58/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChowdhurySPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChuP23,
author = {Wei Chu and
Philip I. Pavlik Jr.},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {The Predictiveness of {PFA} is Improved by Incorporating the Learner's
Correct Response Time Fluctuation},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.22/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChuP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CohauszTBS23,
author = {Lea Cohausz and
Andrej Tschalzev and
Christian Bartelt and
Heiner Stuckenschmidt},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Investigating the Importance of Demographic Features for EDM-Predictions},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.11/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CohauszTBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DaiMW23,
author = {Zilin Dai and
Andrew A. McReynolds and
Jacob Whitehill},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {In Search of Negative Moments: Multi-Modal Analysis of Teacher Negativity
in Classroom Observation Videos},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.26/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DaiMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DinNFA23,
author = {Brad Din and
Tanya Nazaretsky and
Yael Feldman{-}Maggor and
Giora Alexandron},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Automated Identification and Validation of the Optimal Number of Knowledge
Profiles in Student Response Data},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.50/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DinNFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoewesKS23,
author = {Afrizal Doewes and
Nughthoh Arfawi Kurdhi and
Akrati Saxena},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Evaluating Quadratic Weighted Kappa as the Standard Performance Metric
for Automated Essay Scoring},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.9/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoewesKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ehara23,
author = {Yo Ehara},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Course Concepts: How Readable Are They for {ESL} Learners?},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.44/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ehara23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ehara23a,
author = {Yo Ehara},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Measuring Similarity between Manual Course Concepts and ChatGPT-generated
Course Concepts},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.52/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ehara23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GabbayC23,
author = {Hagit Gabbay and
Anat Cohen},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Unfolding Learners' Response to Different Versions of Automated Feedback
in a {MOOC} for Programming - {A} Sequence Analysis Approach},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.14/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GabbayC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GarimellaV23,
author = {Praveen Garimella and
Vasudeva Varma},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Learning through Wikipedia and Generative {AI} Technologies},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-tutorials.73/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GarimellaV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HaimGBSH23,
author = {Aaron Haim and
Robert Gyurcsan and
Chris Baxter and
Stacy T. Shaw and
Neil T. Heffernan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {How to Open Science: Debugging Reproducibility within the Educational
Data Mining Conference},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.10/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HaimGBSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HaimSH23,
author = {Aaron Haim and
Stacy T. Shaw and
Neil T. Heffernan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {How to Open Science: Promoting Principles and Reproducibility Practices
within the Educational Data Mining Community},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-tutorials.75/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HaimSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HoqBA23,
author = {Muntasir Hoq and
Peter Brusilovsky and
Bita Akram},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Analysis of an Explainable Student Performance Prediction Model in
an Introductory Programming Course},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.7/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HoqBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttD023,
author = {Stephen Hutt and
Sanchari Das and
Ryan Baker},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {The Right To Be Forgotten and Educational Data Mining: Challenges
and Paths Forward},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.23/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuttD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JadhavIA23,
author = {Suprabha Jadhav and
Sridhar Iyera and
Kavi Aryaa},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Data Driven Online Training Program for Education Robotics Competition},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.66/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JadhavIA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JainSPN23,
author = {Gyanesh Jain and
Aditya Sharma and
Nirmal Patel and
Amit Anil Nanavati},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Tool Usage and Efficiency in an Online Test},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.41/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JainSPN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarimiKF23,
author = {Hamid Karimi and
Kaitlin Torphy Knake and
Kenneth A. Frank},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {An Analysis of Diffusion of Teacher-curated Resources on Pinterest},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.5/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarimiKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarimovSK23,
author = {Ayaz Karimov and
Mirka Saarela and
Tommi K{\"{a}}rkk{\"{a}}inen},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Clustering to define interview participants for analyzing student
feedback: a case of Legends of Learning},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.21/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarimovSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarimovSK23a,
author = {Ayaz Karimov and
Mirka Saarela and
Tommi K{\"{a}}rkk{\"{a}}inen},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {The impact of online educational platform on students' motivation
and grades: the case of Khan Academy in the under-resourced communities},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.51/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarimovSK23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KasakowskijHS23,
author = {Regina Kasakowskij and
J{\"{o}}rg M. Haake and
Niels Seidel},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Self-Assessment Task Processing Behavior of Students in Higher Education},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.33/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KasakowskijHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KhanP23,
author = {Md. Akib Zabed Khan and
Agoritsa Polyzou},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Session-based Course Recommendation Frameworks using Deep Learning},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.25/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KhanP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KimSPT23,
author = {Yunsung Kim and
Sreechan Sankaranarayanan and
Chris Piech and
Candace Thille},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Variational Temporal {IRT:} Fast, Accurate, and Explainable Inference
of Dynamic Learner Proficiency},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.24/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KimSPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kumar23,
author = {Amruth N. Kumar},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Using Markov Matrix to Analyze Students' Strategies for Solving Parsons
Puzzles},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.34/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kumar23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KumarF0M0L23,
author = {Nischal Ashok Kumar and
Wanyong Feng and
Jaewook Lee and
Hunter McNichols and
Aritra Ghosh and
Andrew S. Lan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.42/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KumarF0M0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KuvarFA023,
author = {Vishal Kiran Kuvar and
Lauren E. Flynn and
Laura K. Allen and
Caitlin Mills},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Partner Keystrokes can Predict Attentional States during Chat-based
Conversations},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.19/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KuvarFA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LangebeinMKSGHR23,
author = {Janine Langebein and
Till Massing and
Jens Klenke and
Michael Striewe and
Michael Goedicke and
Christoph Hanck and
Natalie Reckmann},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {A Data Mining Approach for Detecting Collusion in Unproctored Online
Exams},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.1/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LangebeinMKSGHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeCGBH23,
author = {Morgan P. Lee and
Ethan A. Croteau and
Ashish Gurung and
Anthony F. Botelho and
Neil T. Heffernan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Knowledge Tracing Over Time: {A} Longitudinal Analysis},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.28/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeCGBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuSRNHS23,
author = {Haoyu Liu and
Fan{-}Yun Sun and
Frieda Rong and
Kumiko Nakajima and
Nicholas Haber and
Shima Salehi},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Characterizing Learning Progress of Problem-Solvers Using Puzzle-Solving
Log Data},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-demonstrations.62/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuSRNHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaHFA23,
author = {Boxuan Ma and
Gayan Prasad Hettiarachchi and
Sora Fukui and
Yuji Ando},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Exploring the effectiveness of Vocabulary Proficiency Diagnosis Using
Linguistic Concept and Skill Modeling},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.13/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaHFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MerceronT23,
author = {Agathe Merceron and
Ange Tato},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Introduction to Neural Networks and Uses in {EDM}},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-tutorials.74/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MerceronT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MouchelWMK23,
author = {Luca Mouchel and
Thiemo Wambsganss and
Paola Mejia{-}Domenzain and
Tanja K{\"{a}}ser},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Understanding Revision Behavior in Adaptive Writing Support Systems
for Education},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.48/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MouchelWMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NarayananTBB23,
author = {Arun Balajiee Lekshmi Narayanan and
Khushboo Thaker and
Peter Brusilovsky and
Jordan Barria{-}Pineda},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Help Me Read! Expanding Students' Reading with Wikipedia Articles},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-demonstrations.61/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NarayananTBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NasirKSD23,
author = {Jauwairia Nasir and
Aditi Kothiyal and
Haoyu Sheng and
Pierre Dillenbourg},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {To speak or not to speak, and what to speak, when doing task actions
collaboratively},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.17/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NasirKSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NathGR23,
author = {Debarshi Nath and
Dragan Gasevic and
Ramkumar Rajendran},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {A Trace-Based Generalized Multimodal {SRL} Framework for Reading-Writing
Tasks},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.63/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NathGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NazaretskyYAA23,
author = {Tanya Nazaretsky and
Haci Hasan Yolcu and
Moriah Ariely and
Giora Alexandron},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Towards Automated Assessment of Scientific Explanations in Turkish
using Language Transfer},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.49/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NazaretskyYAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PatilSR23,
author = {Pratiksha Virendra Patil and
Ashwin T. S and
Ramkumar Rajendran},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Fostering Interaction in Computer-Supported Collaborative Learning
Environment},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.68/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PatilSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PavlikE23,
author = {Philip I. Pavlik Jr. and
Luke G. Eglington},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Automated Search for Logistic Knowledge Tracing Models},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.2/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PavlikE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PawarM23,
author = {Meera Pawar and
Sahana Murthy},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Understanding Learners' Alternative Conceptions through Interaction
Patterns During analogical reasoning},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.72/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PawarM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PhungCGKMSS23,
author = {Tung Phung and
Jos{\'{e}} Cambronero and
Sumit Gulwani and
Tobias Kohn and
Rupak Majumdar and
Adish Singla and
Gustavo Soares},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Generating High-Precision Feedback for Programming Syntax Errors using
Large Language Models},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.37/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PhungCGKMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Prakash23,
author = {Antony Prakash},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Exploring students' learning processes by logging and analyzing their
interaction behavior in a Virtual Reality learning environment},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.65/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Prakash23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriharVSH23,
author = {Ethan Prihar and
Kirk Vanacore and
Adam Sales and
Neil T. Heffernan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Effective Evaluation of Online Learning Interventions with Surrogate
Measures},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.31/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PriharVSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Rai23,
author = {Ram Das Rai},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Designing a Learning Environment to Foster Critical Thinking},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.70/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Rai23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RamakrishnanM23,
author = {Ganesh Ramakrishnan and
Ayush Maheshwari},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Data Efficient Machine Learning for Educational Content Creation},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-tutorials.76/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RamakrishnanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RashidDVJG23,
author = {M. Parvez Rashid and
Divyang Doshi and
Sai Venkata Vinay and
Qinjin Jia and
Edward F. Gehringer},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {"Can we reach agreement?": {A} context- and semantic-based clustering
approach with semi-supervised text-feature extraction for finding
disagreement in peer-assessment formative feedback},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.56/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RashidDVJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RohaniGGM23,
author = {Narjes Rohani and
Kobi Gal and
Michael Gallagher and
Areti Manataki},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Early Prediction of Student Performance in a Health Data Science {MOOC}},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.32/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RohaniGGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RudianSKP23,
author = {Sylvio R{\"{u}}dian and
Clara Schumacher and
Jakub Kuzilek and
Niels Pinkwart},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Pre-selecting Text Snippets to provide formative Feedback in Online
Learning},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.45/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RudianSKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SchuttHAA23,
author = {Anan Sch{\"{u}}tt and
Tobias Huber and
Ilhan Aslan and
Elisabeth Andr{\'{e}}},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Fast Dynamic Difficulty Adjustment for Intelligent Tutoring Systems
with Small Datasets},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.54/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SchuttHAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShabrinaMTCB23,
author = {Preya Shabrina and
Behrooz Mostafavi and
Sutapa Dey Tithi and
Min Chi and
Tiffany Barnes},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Learning Problem Decomposition-Recomposition with Data-driven Chunky
Parsons Problems within an Intelligent Logic Tutor},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.4/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShabrinaMTCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShahaR23,
author = {Jyoti Shaha and
Ramkumar Rajendran},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Analyzing the impact of metacognition prompts on learning in {CBLE}},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.69/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShahaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShakyaRV23,
author = {Anup Shakya and
Vasile Rus and
Deepak Venugopal},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Scalable and Equitable Math Problem Solving Strategy Prediction in
Big Educational Data},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.12/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShakyaRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShibaniRMS023,
author = {Antonette Shibani and
Ratnavel Rajalakshmi and
Faerie Mattins and
Srivarshan Selvaraj and
Simon Knight},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Visual representation of co-authorship with {GPT-3:} Studying human-machine
interaction for effective writing},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.16/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShibaniRMS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShibaniRSMC23,
author = {Antonette Shibani and
Ratnavel Rajalakshmi and
Srivarshan Selvaraj and
Faerie Mattins and
Dhivya Chinnappa},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Explainable models for feedback design: An argumentative writing example},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.53/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShibaniRSMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShimmeiM23,
author = {Machi Shimmei and
Noboru Matsuda},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Can't Inflate Data? Let the Models Unite and Vote: Data-agnostic Method
to Avoid Overfit with Small Data},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.27/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShimmeiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShouBKA23,
author = {Tianze Shou and
Conrad Borchers and
Shamya Karumbaiah and
Vincent Aleven},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Optimizing Parameters for Accurate Position Data Mining in Diverse
Classrooms Layouts},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.30/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShouBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Soodhani23,
author = {K. Nisumba Soodhani},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Analyzing Team Cognition and Combined Efficacy In Makerspaces Using
Multimodal Data},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-doctoral-consortium.64/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Soodhani23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Svabensky0ZZS23,
author = {Valdemar Sv{\'{a}}bensk{\'{y}} and
Ryan Baker and
Andr{\'{e}}s Zambrano and
Yishan Zou and
Stefan Slater},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Towards Generalizable Detection of Urgency of Discussion Forum Posts},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.29/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Svabensky0ZZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TsabariSG23,
author = {Stav Tsabari and
Avi Segal and
Kobi Gal},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Predicting Bug Fix Time in Students' Programming with Deep Language
Models},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.40/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TsabariSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VassoyanVL23,
author = {Jean Vassoyan and
Jill{-}J{\^{e}}nn Vie and
Pirmin Lemberger},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Towards Scalable Adaptive Learning with Graph Neural Networks and
Reinforcement Learning},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.35/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VassoyanVL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VergerLBL23,
author = {M{\'{e}}lina Verger and
S{\'{e}}bastien Lall{\'{e}} and
Fran{\c{c}}ois Bouchet and
Vanda Luengo},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Is Your Model "MADD"? {A} Novel Metric to Evaluate Algorithmic Fairness
for Predictive Student Models},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.8/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VergerLBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WagnerMSP23,
author = {Kerstin Wagner and
Agathe Merceron and
Petra Sauer and
Niels Pinkwart},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Can the Paths of Successful Students Help Other Students With Their
Course Enrollments?},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-long-papers.15/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WagnerMSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangSZGC023,
author = {Deliang Wang and
Dapeng Shan and
Yaqian Zheng and
Kai Guo and
Gaowei Chen and
Yu Lu},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Can ChatGPT Detect Student Talk Moves in Classroom Discourse? {A}
Preliminary Comparison with Bert},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.59/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangSZGC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuP23,
author = {Yinuo Xu and
Zachary A. Pardos},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Mining Detailed Course Transaction Records for Semantic Information},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.39/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YuLTW023,
author = {Jinglei Yu and
Zitao Liu and
Mi Tian and
Deliang Wang and
Yu Lu},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {A Multimodal Language Learning System for Chinese Character Using
Foundation Model},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-demonstrations.60/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YuLTW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZMTOS23,
author = {Erwin D. L{\'{o}}pez Z. and
Tsubasa Minematsu and
Yuta Taniguchi and
Fumiya Okubo and
Atsushi Shimada},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {{LECTOR:} An attention-based model to quantify e-book lecture slides
and topics relationships},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-posters.43/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZMTOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangHL23,
author = {Mengxue Zhang and
Neil T. Heffernan and
Andrew S. Lan},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.38/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZurANDSS23,
author = {Amir Zur and
Isaac Applebaum and
Jocelyn Nardo and
Dory DeWeese and
Sameer Sundrani and
Shima Salehi},
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Meta-Learning for Better Learning: Using Meta-Learning Methods to
Automatically Label Exam Questions with Detailed Learning Objectives},
booktitle = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/2023.EDM-short-papers.20/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZurANDSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2023,
editor = {Mingyu Feng and
Tanja K{\"{a}}ser and
Partha P. Talukdar and
Rakesh Agrawal and
Y. Narahari and
Mykola Pechenizkiy},
title = {Proceedings of the 16th International Conference on Educational Data
Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
publisher = {International Educational Data Mining Society},
year = {2023},
url = {https://educationaldatamining.org/EDM2023/proceedings/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001BRIL22,
author = {Gary Weiss and
Erik Brown and
Michael Riad{-}Zaky and
Ruby Iannone and
Daniel D. Leeds},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Assessing Instructor Effectiveness Based on Future Student Performance},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.70/index.html},
timestamp = {Mon, 26 Feb 2024 16:21:22 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001BRIL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001CC22,
author = {Crist{\'{o}}bal Romero and
Wilson Chango and
Rebeca Cerezo},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Looking for the best data fusion model in Smart Learning Environments
for detecting at risk university students},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.90/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001CC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001DL22,
author = {Gary Weiss and
Joseph Denham and
Daniel D. Leeds},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {The Impact of Semester Gaps on Student Grades},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.69/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001DL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0002DRALCMHAK22,
author = {Yun Huang and
Steven Dang and
J. Elizabeth Richey and
Michael W. Asher and
Nikki G. Lobczowski and
Danielle R. Chine and
Elizabeth A. McLaughlin and
Judith M. Harackiewicz and
Vincent Aleven and
Kenneth R. Koedinger},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Item Response Theory-Based Gaming Detection},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.22/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0002DRALCMHAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0002MS22,
author = {Zhiqiang Cai and
Cody Marquart and
David W. Shaffer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Neural Recall Network: {A} Neural Network Solution to Low Recall Problem
in Regex-based Qualitative Coding},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.20/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0002MS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0004AH0O0BSY22,
author = {Jiayi Zhang and
Juliana Ma. Alexandra L. Andres and
Stephen Hutt and
Ryan S. Baker and
Jaclyn Ocumpaugh and
Caitlin Mills and
Jamiella Brooks and
Sheela Sethuraman and
Tyron Young},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Detecting {SMART} Model Cognitive Operations in Mathematical Problem-Solving
Process},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.7/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004AH0O0BSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0004CBP22,
author = {Yang Shi and
Min Chi and
Tiffany Barnes and
Thomas W. Price},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Code-DKT: {A} Code-based Knowledge Tracing Model for Programming Tasks},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.5/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004CBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0005WL22,
author = {Jia Xu and
Tingting Wei and
Pin Lv},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {{SQL-DP:} {A} Novel Difficulty Prediction Framework for {SQL} Programming
Problems},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.8/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0005WL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AhadiKRM22,
author = {Alireza Ahadi and
Kirsty Kitto and
Marian{-}Andrei Rizoiu and
Katarzyna Musial},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Skills Taught vs Skills Sought: Using Skills Analytics to Identify
the Gaps between Curriculum and Job Markets},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.56/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AhadiKRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AkramP0BH22,
author = {Bita Akram and
Thomas W. Price and
Yang Shi and
Peter Brusilovsky and
Sharon I{-}Han Hsiao},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {6th Educational Data Mining in Computer Science Education {(CSEDM)}
Workshop},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.115/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AkramP0BH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AzharSG22,
author = {Aqil Zainal Azhar and
Avi Segal and
Kobi Gal},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Optimizing Representations and Policies for Question Sequencing using
Reinforcement Learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.4/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AzharSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BalyanATSBLM22,
author = {Renu Balyan and
Tracy Arner and
Karen Taylor and
Jinnie Shin and
Michelle P. Banawan and
Walter L. Leite and
Danielle S. McNamara},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Modeling One-on-one Online Tutoring Discourse using an Accountable
Talk Framework},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.48/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BalyanATSBLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BanjadeOTR22,
author = {Rabin Banjade and
Priti Oli and
Lasang Jimba Tamang and
Vasile Rus},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Preliminary Experiments with Transformer based Approaches To Automatically
Inferring Domain Models from Textbooks},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.79/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BanjadeOTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Baral22,
author = {Sami Baral},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Improving Automated Assessment and Feedback for Student Open-responses
in Mathematics},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.104/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Baral22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaucksW22,
author = {Frederik Baucks and
Laurenz Wiskott},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Simulating Policy Changes in Prerequisite-Free Curricula: {A} Supervised
Data-Driven Approach},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.47/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaucksW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BhatNMSSN22,
author = {Shravya Bhat and
Huy Anh Nguyen and
Steven Moore and
John C. Stamper and
Majd Sakr and
Eric Nyberg},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Towards Automated Generation and Evaluation of Questions in Educational
Domains},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.85/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BhatNMSSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BlobsteinGKFKAS22,
author = {Ariel Blobstein and
Kobi Gal and
David R. Karger and
Marc T. Facciotti and
Hyunsoo Gloria Kim and
Jumana Almahmoud and
Kamali Sripathi},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {{\#}lets-discuss: Analyzing Student Affect in Course Forums Using
Emoji},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.30/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BlobsteinGKFKAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BourguetL22,
author = {Marie{-}Luce Bourguet and
Yushan Li},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Distance measure between instructor-recommended and learner's learning
pathways},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.91/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BourguetL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BradfordHBKB22,
author = {Mariah Bradford and
Paige Hansen and
J. Ross Beveridge and
Nikhil Krishnaswamy and
Nathaniel Blanchard},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {A deep dive into microphone hardware for recording collaborative group
work},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.65/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BradfordHBKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BulathwelaV0YS22,
author = {Sahan Bulathwela and
Meghana Verma and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Emine Yilmaz and
John Shawe{-}Taylor},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Can Population-based Engagement Improve Personalisation? {A} Novel
Dataset and Experiments},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.40/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BulathwelaV0YS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaiE22,
author = {Minghao Cai and
Carrie Demmans Epp},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Modeling Cognitive Load and Affect to Support Adaptive Online Learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.105/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaiE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaoP22,
author = {Meng Cao and
Philip I. Pavlik},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {A Variant of Performance Factors Analysis Model for Categorization},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.98/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaoP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CarusoPSZD22,
author = {Megan Caruso and
Candace E. Peacock and
Rosy Southwell and
Guojing Zhou and
Sidney D'Mello},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Going Deep and Far: Gaze-based Models Predict Multiple Depths of Comprehension
During and One Week Following Reading},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.13/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CarusoPSZD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenW22,
author = {Huanyi Chen and
Paul A. S. Ward},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Clustering Students Using Pre-Midterm Behaviour Data and Predict Their
Exam Performance},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.83/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChristhilfNBMAM22,
author = {Katerina Christhilf and
Natalie Newton and
Reese Butterfuss and
Kathryn S. McCarthy and
Laura K. Allen and
Joseph P. Magliano and
Danielle S. McNamara},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using Markov Models and Random Walks to Examine Strategy Use of More
or Less Successful Comprehenders},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.49/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChristhilfNBMAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CockMGK22,
author = {Jade Ma{\"{\i}} Cock and
Mirko Marras and
Christian Giang and
Tanja K{\"{a}}ser},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Generalisable Methods for Early Prediction in Interactive Simulations
for Education},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.16/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CockMGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Cohausz22,
author = {Lea Cohausz},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Towards Real Interpretability of Student Success Prediction Combining
Methods of {XAI} and Social Science},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.33/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Cohausz22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CondorP22,
author = {Aubrey Condor and
Zachary A. Pardos},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {A deep reinforcement learning approach to automatic formative feedback},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.78/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CondorP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoewesSPP22,
author = {Afrizal Doewes and
Akrati Saxena and
Yulong Pei and
Mykola Pechenizkiy},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Individual Fairness Evaluation for Automated Essay Scoring System},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.18/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoewesSPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ehara22,
author = {Yo Ehara},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {No Meaning Left Unlearned: Predicting Learners' Knowledge of Atypical
Meanings of Words from Vocabulary Tests for Their Typical Meanings},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.50/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ehara22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ehara22a,
author = {Yo Ehara},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Selecting Reading Texts Suitable for Incidental Vocabulary Learning
by Considering the Estimated Distribution of Acquired Vocabulary},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.99/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ehara22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FancsaliM022,
author = {Stephen Fancsali and
April Murphy and
Steven Ritter},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {"Closing the Loop" in Educational Data Science with an Open Source
Architecture for Large-Scale Field Trials},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-industry-track.111/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FancsaliM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FeinGB022,
author = {Benedikt Fein and
Isabella Gra{\ss}l and
Florian Beck and
Gordon Fraser},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {An Evaluation of code2vec Embeddings for Scratch},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.34/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FeinGB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ForsythSSM22,
author = {Carol Forsyth and
Jesse R. Sparks and
Jonathan Steinberg and
Laura McCulla},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Linguistic Profiles of Students Interacting with Conversation-Based
Assessment Systems},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.66/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ForsythSSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GabbayC22,
author = {Hagit Gabbay and
Anat Cohen},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Investigating the effect of Automated Feedback on learning behavior
in MOOCs for programming},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.35/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GabbayC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GaoEXLHB22,
author = {Zhikai Gao and
Bradley Erickson and
Yiqiao Xu and
Collin F. Lynch and
Sarah Heckman and
Tiffany Barnes},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Admitting you have a problem is the first step: Modeling when and
why students seek help in programming assignments},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.52/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GaoEXLHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GeraBTS22,
author = {Ralucca Gera and
D'Marie Bartolf and
Simona Tick and
Akrati Saxena},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {{CHUNK} Learning: {A} Tool that Supports Personalized Education},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.94/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GeraBTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GorgunYE22,
author = {Guher Gorgun and
Seyma Nur Yildirim{-}Erbasli and
Carrie Demmans Epp},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Predicting Cognitive Engagement in Online Course Discussion Forums},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.24/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GorgunYE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GrimaldiWH22,
author = {Phillip Grimaldi and
Kodi Weatherholtz and
Kelli Millwood Hill},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Estimating the causal effects of Khan Academy Map Accelerator across
demographic subgroups},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-industry-track.112/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GrimaldiWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuardieiroRP22,
author = {Vit{\'{o}}ria Guardieiro and
Marcos M. Raimundo and
Jorge Poco},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Analyzing the Equity of the Brazilian National High School Exam by
Validating the Item Response Theory's Invariance},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.64/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuardieiroRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HaimH22,
author = {Aaron Haim and
Neil T. Heffernan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Student Perception on the Effectiveness of On-Demand Assistance in
Online Learning Platforms},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.92/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HaimH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HasanDSBYH22,
author = {Mahbubul Hasan and
Lih{-}Yuan Deng and
John Sabatini and
Dale Bowman and
Ching{-}Chi Yang and
John Hollander},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Effect of Q-matrix Misspecification on Variational Autoencoders {(VAE)}
for Multidimensional Item Response Theory {(MIRT)} Models Estimation},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.107/index.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HasanDSBYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HendersonAMMLRD22,
author = {Nathan L. Henderson and
Halim Acosta and
Wookhee Min and
Bradford W. Mott and
Trudi Lord and
Frieda Reichsman and
Chad Dorsey and
Eric N. Wiebe and
James C. Lester},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Enhancing Stealth Assessment in Game-Based Learning Environments with
Generative Zero-Shot Learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.15/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HendersonAMMLRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HicksCOYY22,
author = {Juanita Hicks and
Ruhan Circi and
Burhan Ogut and
Michelle Yin and
Darrick Yee},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Rethinking Accessibility: Applications in Educational Data Mining
(Canceled)},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.116/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HicksCOYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HodgsonWCMK22,
author = {Ryan Hodgson and
Jingyun Wang and
Alexandra I. Cristea and
Fumiko Matsuzaki and
Hiroyuki Kubota},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {A Topic-Centric Crowdsourced Assisted Biomedical Literature Review
Framework for Academics},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.76/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HodgsonWCMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HurLBB22,
author = {Paul Hur and
Haejin Lee and
Suma Bhat and
Nigel Bosch},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using Machine Learning Explainability Methods to Personalize Interventions
for Students},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.43/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HurLBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JahnkeH22,
author = {Maximilian Jahnke and
Frank H{\"{o}}ppner},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Is there Method in Your Mistakes? Capturing Error Contexts by Graph
Mining for Targeted Feedback},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.41/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JahnkeH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiaYXCLRG22,
author = {Qinjin Jia and
Mitchell Young and
Yunkai Xiao and
Jialin Cui and
Chengyuan Liu and
M. Parvez Rashid and
Edward F. Gehringer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Insta-Reviewer: {A} Data-Driven Approach for Generating Instant Feedback
on Students' Project Reports},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.1/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiaYXCLRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangB22,
author = {Lan Jiang and
Nigel Bosch},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Mining and Assessing Anomalies in Students' Online Learning Activities
with Self-supervised Machine Learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.58/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JohnsonO22,
author = {Jillian Christine Johnson and
Andrew Olney},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using community-based problems to increase motivation in a data science
virtual internship},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.51/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JohnsonO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Karumbaiah00SCC22,
author = {Shamya Karumbaiah and
Jiayi Zhang and
Ryan Baker and
Richard Scruggs and
Whitney L. Cade and
Margaret Clements and
Shuqiong Lin},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using Neural Network-Based Knowledge Tracing for a Learning System
with Unreliable Skill Tags},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.29/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Karumbaiah00SCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kawashima22,
author = {Hiroaki Kawashima},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Comparison of Learning Behaviors on an e-Book System in 2019 Onsite
and 2020 Online Courses},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.96/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kawashima22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Langenhagen22,
author = {Julian Langenhagen},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Data-driven goal setting: Searching optimal badges in the decision
forest},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.36/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Langenhagen22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeedsCZMG022,
author = {Daniel D. Leeds and
Cody Chen and
Yijun Zhao and
Fiza Metla and
James Guest and
Gary Weiss},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Generalized Sequential Pattern Mining of Undergraduate Courses},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.72/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeedsCZMG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Levin0NFH22,
author = {Nathan Levin and
Ryan Baker and
Nidhi Nasiar and
Stephen Fancsali and
Stephen Hutt},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Evaluating Gaming Detector Model Robustness Over Time},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.38/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Levin0NFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiRPGC22,
author = {Yuheng Li and
Mladen Rakovic and
Boon Xin Poh and
Dragan Gasevic and
Guanliang Chen},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Automatic Classification of Learning Objectives Based on Bloom's Taxonomy},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.55/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiRPGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiSQK22,
author = {Jiawei Li and
S. Supraja and
Wei Qiu and
Andy W. H. Khong},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Grade Prediction via Prior Grades and Text Mining on Course Descriptions:
Course Outlines and Intended Learning Outcomes},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.44/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiSQK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LindhQMMO22,
author = {Annika Lindh and
Keith Quille and
Aidan Mooney and
Kevin Marshall and
Katriona O'Sullivan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Supervised Machine Learning for Modelling {STEM} Career and Education
Interest in Irish School Children},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.61/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LindhQMMO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuCSXJG22,
author = {Chengyuan Liu and
Jialin Cui and
Ruixuan Shang and
Yunkai Xiao and
Qinjin Jia and
Edward F. Gehringer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Improving problem detection in peer assessment through pseudo-labeling
using semi-supervised learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.37/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuCSXJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LongL000T022,
author = {Ting Long and
Yunfei Liu and
Weinan Zhang and
Wei Xia and
Zhicheng He and
Ruiming Tang and
Yong Yu},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Automatical Graph-based Knowledge Tracing},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.87/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LongL000T022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LynchMPR0SY22,
author = {Collin F. Lynch and
Mirko Marras and
Mykola Pechenizkiy and
Anna N. Rafferty and
Steven Ritter and
Vinitra Swamy and
Renzhe Yu},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {{FATED} 2022: Fairness, Accountability, and Transparency in Educational
Data},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.114/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LynchMPR0SY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaHA22,
author = {Boxuan Ma and
Gayan Prasad Hettiarachchi and
Yuji Ando},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Format-Aware Item Response Theory for Predicting Vocabulary Proficiency},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.84/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaKCB22,
author = {Yingbo Ma and
Gloria Ashiya Katuka and
Mehmet Celepkolu and
Kristy Elizabeth Boyer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Investigating Multimodal Predictors of Peer Satisfaction for Collaborative
Coding in Middle School},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.12/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaKCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaidmentYLKWLN22,
author = {Tristan Maidment and
Mingzhi Yu and
Nikki G. Lobczowski and
Adriana Kovashka and
Erin Walker and
Diane J. Litman and
Timothy Nokes{-}Malach},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Building a Reinforcement Learning Environment from Limited Data to
Optimize Teachable Robot Interventions},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.6/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaidmentYLKWLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatayoshiCU22,
author = {Jeffrey Matayoshi and
Eric Cosyn and
Hasan Uzun},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Does Practice Make Perfect? Analyzing the Relationship Between Higher
Mastery and Forgetting in an Adaptive Learning System},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.27/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MatayoshiCU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatayoshiUC22,
author = {Jeffrey Matayoshi and
Hasan Uzun and
Eric Cosyn},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using a Randomized Experiment to Compare the Performance of Two Adaptive
Assessment Engines},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-industry-track.109/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MatayoshiUC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Messer22,
author = {Marcus Messer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Detecting When a Learner Requires Assistance with Programming and
Delivering a Useful Hint},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.101/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Messer22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NamanlooTS22,
author = {Alireza A. Namanloo and
Julie Thorpe and
Amirali Salehi{-}Abari},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Improving Peer Assessment with Graph Neural Networks},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.28/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NamanlooTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NieDFE22,
author = {Yuyang Nie and
Helene Deacon and
Alona Fyshe and
Carrie Demmans Epp},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Predicting Reading Comprehension Scores of Elementary School Students},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.14/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NieDFE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OngZM22,
author = {Nathan Ong and
Jiaye Zhu and
Daniel Moss{\'{e}}},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Towards Including Instructor Features in Student Grade Prediction},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.21/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OngZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenDFP22,
author = {Benjamin Paa{\ss}en and
Malwina Dywel and
Melanie Fleckenstein and
Niels Pinkwart},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Sparse Factor Autoencoders for Item Response Theory},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.2/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenDFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenGP22,
author = {Benjamin Paa{\ss}en and
Christina G{\"{o}}pfert and
Niels Pinkwart},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Faster Confidence Intervals for Item Response Theory via an Approximate
Likelihood Profile},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.59/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Pan022,
author = {Zilong Pan and
Min Liu},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Theory-Informed Problem-Solving Sequential Pattern Visualization},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.93/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Pan022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PengW22,
author = {Luyao Peng and
Chengzhi Wei},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Online Item Response Theory {(OIRT)} - Tracking Student Abilities
in Online Learning System},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.89/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PengW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PhanWD22,
author = {Vinthuy Phan and
Laura Wright and
Bridgette Decent},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Addressing Competing Objectives in Allocating Funds to Scholarships
and Need-based Financial Aid},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.10/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PhanWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PiconesPKY22,
author = {Gio Picones and
Benjamin Paa{\ss}en and
Irena Koprinska and
Kalina Yacef},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Combining domain modelling and student modelling techniques in a single
automated pipeline},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.19/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PiconesPKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PortazS22,
author = {Miguel Portaz and
Olga C. Santos},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Towards Personalised Learning of Psychomotor Skills with Data Mining},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.108/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PortazS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriharMH22,
author = {Ethan Prihar and
Alexander Moore and
Neil T. Heffernan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Identifying Explanations Within Student-Tutor Chat Logs},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.100/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PriharMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriharSOSSH22,
author = {Ethan Prihar and
Manaal Syed and
Korinn Ostrow and
Stacy T. Shaw and
Adam Sales and
Neil Heffernan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Exploring Common Trends in Online Educational Experiments},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.3/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PriharSOSSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QiuSK22,
author = {Wei Qiu and
S. Supraja and
Andy W. H. Khong},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Toward Better Grade Prediction via {A2GP} - An Academic Achievement
Inspired Predictive Model},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.17/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/QiuSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RashidXG22,
author = {M. Parvez Rashid and
Yunkai Xiao and
Edward F. Gehringer},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Going beyond "Good Job": Analyzing Helpful Feedback from the Student's
Perspective},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.53/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RashidXG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RhoRV22,
author = {Jihyun Rho and
Martina A. Rau and
Barry Vanveen},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Investigating Growth of Representational Competencies by Knowledge-Component
Model},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.31/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RhoRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Rivera-Bergollo22,
author = {Raysa Rivera{-}Bergollo and
Sami Baral and
Anthony Botelho and
Neil T. Heffernan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Leveraging Auxiliary Data from Similar Problems to Improve Automatic
Open Response Scoring},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.81/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Rivera-Bergollo22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RobsonGBCHHR22,
author = {Robby Robson and
Benjamin Goldberg and
Shelly Blake{-}Plock and
Cliff Casey and
William Hoyt and
Mike Hernandez and
Fritz Ray},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Mining Artificially Generated Data to Estimate Competency},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-industry-track.110/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RobsonGBCHHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RusF22,
author = {Vasile Rus and
Stephen Fancsali},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {The Third Workshop of the Learner Data Institute: Big Data, Research
Challenges, {\textbackslash}{\&} Science Convergence in Educational
Data Science},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.113/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RusF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SalesH22,
author = {Adam Sales and
Neil T. Heffernan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Causal Inference in Educational Data Mining},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.117/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SalesH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SamadiCLN22,
author = {Mohammad Amin Samadi and
Jacqueline G. Cavazos and
Yiwen Lin and
Nia Nixon},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Exploring Cultural Diversity and Collaborative Team Communication
through a Dynamical Systems Lens},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.23/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SamadiCLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SanguinoMMLC22,
author = {Juan Camilo Sanguino and
Rub{\'{e}}n Manrique and
Olga Mari{\~{n}}o and
Mario Linares and
Nicol{\'{a}}s Cardozo},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Log mining for course recommendation in limited information scenarios},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.42/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SanguinoMMLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SaqaabiSAC22,
author = {Arwa Al Saqaabi and
Craig D. Stewart and
Eleni C. Akrida and
Alexandra I. Cristea},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {A Paraphrase Identification Approach in Paragraph length texts},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.102/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SaqaabiSAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Scarlatos0L22,
author = {Alexander Scarlatos and
Christopher Brinton and
Andrew S. Lan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Process-BERT: {A} Framework for Representation Learning on Educational
Process Data},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.88/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Scarlatos0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Seidel22,
author = {Niels Seidel},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Modeling study duration considering course enrollments and student
diversity},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.71/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Seidel22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShawS22,
author = {Stacy T. Shaw and
Adam Sales},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using the Open Science Framework to promote Open Science in Education
Research},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-workshop-tutorials.118/index.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShawS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShinBP22,
author = {Jinnie Shin and
Okan Bulut and
Wallace N. Pinto Jr.},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {E-learning Preparedness: {A} Key Consideration to Promote Fair Learning
Analytics Development in Higher Education},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.80/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShinBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SinghR22,
author = {Daevesh Kumar Singh and
Ramkumar Rajendran},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Investigating learners' Cognitive Engagement in Python Programming
using {ICAP} framework},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.103/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SinghR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SinglaT22,
author = {Adish Singla and
Nikitas Theodoropoulos},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {From Solution Synthesis to Student Attempt Synthesis for Block-Based
Visual Programming Tasks},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.45/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SinglaT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SmalenbergerS22,
author = {Michael Smalenberger and
Kelly Smalenberger},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Do College Students Learn Math the Same Way as Middle School Students?
On the Transferability of Findings on Within-Problem Supports in Intelligent
Tutoring Systems},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.95/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SmalenbergerS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SongYJS22,
author = {Juyeong Song and
Kisu Yang and
Hyeji Jang and
Hyo{-}Jeong So},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Recommendation System of Mobile Language Learning Applications: Similarity
versus Diversity in Learner Preference},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.97/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SongYJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SouthwellPPCBLW22,
author = {Rosy Southwell and
Samuel L. Pugh and
E. Margaret Perkoff and
Charis Clevenger and
Jeffrey B. Bush and
Rachel Lieber and
Wayne H. Ward and
Peter W. Foltz and
Sidney D'Mello},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Challenges and Feasibility of Automatic Speech Recognition for Modeling
Student Collaborative Discourse in Classrooms},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.26/index.html},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SouthwellPPCBLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StinarB22,
author = {Frank Stinar and
Nigel Bosch},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Algorithmic unfairness mitigation in student models: When fairer methods
lead to unintended results},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.68/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StinarB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SwamyRKMK22,
author = {Vinitra Swamy and
Bahar Radmehr and
Natasa Krco and
Mirko Marras and
Tanja K{\"{a}}ser},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Evaluating the Explainers: Black-Box Explainable Machine Learning
for Student Success Prediction in MOOCs},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.9/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SwamyRKMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TackP22,
author = {Ana{\"{\i}}s Tack and
Chris Piech},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {The {AI} Teacher Test: Measuring the Pedagogical Ability of Blender
and {GPT-3} in Educational Dialogues},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.54/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TackP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TanC22,
author = {Bin Tan and
Maria Cutumisu},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Employing Tree-based Algorithms to Predict Students' Self-Efficacy
in {PISA} 2018},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.73/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TanC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TanTSO22,
author = {Jih Soong Tan and
Ian K. T. Tan and
Lay{-}Ki Soon and
Huey Fang Ong},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Improved Automated Essay Scoring using Gaussian Multi-Class {SMOTE}
for Dataset Sampling},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.75/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TanTSO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TodaKPRPLSOGIC22,
author = {Armando M. Toda and
Ana C. T. Klock and
Filipe Dwan Pereira and
Luiz A. L. Rodrigues and
Paula Toledo Palomino and
Vin{\'{\i}}cius Lopes and
Craig D. Stewart and
Elaine H. T. Oliveira and
Isabela Gasparini and
Seiji Isotani and
Alexandra I. Cristea},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Towards the understanding of cultural differences in between gamification
preferences: {A} data-driven comparison between the {US} and Brazil},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.60/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TodaKPRPLSOGIC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TschiatschekKS22,
author = {Sebastian Tschiatschek and
Maria Knobelsdorf and
Adish Singla},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Equity and Fairness of Bayesian Knowledge Tracing},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.63/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TschiatschekKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TsutsumiGU22,
author = {Emiko Tsutsumi and
Yiming Guo and
Maomi Ueno},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {DeepIRT with a Hypernetwork to Optimize the Degree of Forgetting of
Past Data},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.57/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TsutsumiGU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TwomeyMEPV22,
author = {Niall Twomey and
Sarah McMullan and
Anat Elhalal and
Rafael Poyiadzi and
Luis M. Vaquero},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Equitable Ability Estimation in Neurodivergent Student Populations
with Zero-Inflated Learner Models},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.62/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TwomeyMEPV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WagnerMSP22,
author = {Kerstin Wagner and
Agathe Merceron and
Petra Sauer and
Niels Pinkwart},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Personalized and Explainable Course Recommendations for Students at
Risk of Dropping out},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.77/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WagnerMSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangLZ22,
author = {Yuancheng Wang and
Nanyu Luo and
Jianjun Zhou},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Mining Assignment Submission Time to Detect At-Risk Students with
Peer Information},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.46/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangP22,
author = {Yueqi Wang and
Zachary A. Pardos},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Does chronology matter? Sequential vs contextual approaches to knowledge
tracing},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.67/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Young0CHT22,
author = {Jonathan Young and
Sue Black and
Alexandra I. Cristea and
Ryan Hodgson and
Cristina Todor},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Using AI, {ML} and Sentiment Analysis to Increase Diversity and Equity
in Technology Training and Careers},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-doctoral-consortium.106/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Young0CHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangBHL22,
author = {Mengxue Zhang and
Sami Baral and
Neil T. Heffernan and
Andrew S. Lan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Automatic Short Math Answer Grading via In-context Meta-learning},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.11/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangBHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangCLM22,
author = {Qiao Zhang and
Zeyu Chen and
Natasha Lalwani and
Christopher MacLellan},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Modifying Deep Knowledge Tracing for Multi-step Problems},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.82/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangCLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoDZ22,
author = {Zitong Zhao and
Pan Deng and
Jianjun Zhou},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Identifying Longitudinal Attendance Patterns through Student Subpopulation
Distribution Comparison},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.74/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhaoDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Zhi-HanZR22,
author = {Yang Zhi{-}Han and
Shiyue Zhang and
Anna N. Rafferty},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Adversarial bandits for drawing generalizable conclusions in non-adversarial
experiments: an empirical study},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.32/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Zhi-HanZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhouK22,
author = {Yiqiu Zhou and
Jina Kang},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Characterizing joint attention dynamics during collaborative problem-solving
in an immersive astronomy simulation},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-short-papers.39/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhouK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhouM0D22,
author = {Guojing Zhou and
Robert Moulder and
Chen Sun and
Sidney D'Mello},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Investigating Temporal Dynamics Underlying Successful Collaborative
Problem Solving Behaviors with Multilevel Vector Autoregression},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-long-papers.25/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhouM0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhuH022,
author = {Peide Zhu and
Claudia Hauff and
Jie Yang},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {MOOC-Rec: Instructional Video Clip Recommendation for {MOOC} Forum
Questions},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.86/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhuH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2022,
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/EDM2022/proceedings/index.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001CH21,
author = {Juho Leinonen and
Francisco Enrique Vicente Castro and
Arto Hellas},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Fine-Grained Versus Coarse-Grained Data for Estimating Time-on-Task
in Learning Programming},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 16:46:41 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001CH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001NDL21,
author = {Gary Weiss and
Nam Nguyen and
Karla Dominguez and
Daniel D. Leeds},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Identifying Hubs in Undergraduate Course Networks Based on Scaled
Co-Enrollments},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001NDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0003HA21,
author = {Saad Khan and
Jesse Hamer and
Tiago Almeida},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Generate: {A} {NLG} system for educational content creation},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0003HA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0003RHA21,
author = {Saad Khan and
Joshua Rosaler and
Jesse Hamer and
Tiago Almeida},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Catalog: An educational content tagging system},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0003RHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0004MBCP21,
author = {Yang Shi and
Ye Mao and
Tiffany Barnes and
Min Chi and
Thomas W. Price},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {More With Less: Exploring How to Use Deep Learning Effectively through
Semi-supervised Learning for Automatic Bug Detection in Student Code},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004MBCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0005CBBMA21,
author = {Qian Wan and
Scott A. Crossley and
Michelle P. Banawan and
Renu Balyan and
Danielle S. McNamara and
Laura K. Allen},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Automated Claim Identification Using {NLP} Features in Student Argumentative
Essays},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/0005CBBMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0017LYLYH21,
author = {Tao Huang and
Mengyi Liang and
Huali Yang and
Zhi Li and
Tao Yu and
Shengze Hu},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Context-aware knowledge tracing integrated with the exercise representation
and association in mathematics},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0017LYLYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlsaadRZA21,
author = {Fareedah Alsaad and
Thomas Reichel and
Yuchen Zeng and
Abdussalam Alawini},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Topic Transitions in MOOCs: An Analysis Study},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlsaadRZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndersenW0C21,
author = {{\O}istein E. Andersen and
Rebecca Watson and
Zheng Yuan and
Kevin Yet Fong Cheung},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Benefits of alternative evaluation methods for Automated Essay Scoring},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AndersenW0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BadrinathWP21,
author = {Anirudhan Badrinath and
Fr{\'{e}}d{\'{e}}ric Wang and
Zachary A. Pardos},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {pyBKT: An Accessible Library of Bayesian Knowledge Tracing Models},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BadrinathWP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BahelAB21,
author = {Vedant Bahel and
Seth Akonor Adjei and
Ryan S. Baker},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Transferring an existing gaming detection model to different system
using semi-supervised approach},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/BahelAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BanawanBSLM21,
author = {Michelle P. Banawan and
Renu Balyan and
Jinnie Shin and
Walter L. Leite and
Danielle S. McNamara},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Linguistic Features of Discourse within an Algebra Online Discussion
Board},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/BanawanBSLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaralBEBH21,
author = {Sami Baral and
Anthony F. Botelho and
John A. Erickson and
Priyanka Benachamardi and
Neil T. Heffernan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Improving Automated Scoring of Student Open Responses in Mathematics},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaralBEBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BarolletBR21,
author = {Th{\'{e}}o Barollet and
Florent Bouchez{-}Tichadou and
Fabrice Rastello},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Do Common Educational Datasets contain Static Information? {A} Statistical
Study},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BarolletBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BassoleOC21,
author = {Romaric Bassole and
Fr{\'{e}}d{\'{e}}ric Tounwendyam Ou{\'{e}}draogo and
Laurence Capus},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards a Conception and Integration of an Educational Social Network
into an Institutional Learning Platform},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BassoleOC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Borchers0GBF21,
author = {Conrad Borchers and
Joshua Rosenberg and
Benjamin Gibbons and
Macy Alana Burchfield and
Christian Fischer},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {To Scale or Not to Scale: Comparing Popular Sentiment Analysis Dictionaries
on Educational Twitter Data},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Thu, 10 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Borchers0GBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Burchfield0BTG021,
author = {Macy Burchfield and
Joshua Rosenberg and
Conrad Borchers and
Tayla Thomas and
Benjamin Gibbons and
Christian Fischer},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Are Violations of Student Privacy "Quick and Easy"? Investigating
the Privacy of Students' Images and Names in the Context of {K-12}
Educational Institution's Posts on Facebook},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Burchfield0BTG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CechakP21,
author = {Jaroslav Cech{\'{a}}k and
Radek Pel{\'{a}}nek},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Experimental Evaluation of Similarity Measures for Educational Items},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CechakP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChakrabortyRLM21,
author = {Nilanjana Chakraborty and
Samrat Roy and
Walter L. Leite and
George Michailidis},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {The effects of a personalized recommendation system on students' high-stakes
achievement scores: {A} field experiment},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChakrabortyRLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChangRKSPG21,
author = {Li{-}Hsin Chang and
Iiro Rastas and
Jenna Kanerva and
Valtteri Skantsi and
Sampo Pyysalo and
Filip Ginter},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Deep learning for sentence clustering in essay grading support},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChangRKSPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenG21,
author = {Lujie Chen and
David Gerritsen},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Classroom Analytics for the Teacher, by the Teacher: Building Interpretable
Descriptors for Student Posture Analysis in a Physical Classroom},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenRD21,
author = {Lujie Karen Chen and
Joseph D. Ramsey and
Artur Dubrawski},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Affect, Support and Personal Factors: Multimodal Causal Models of
One-on-one Coaching},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChngYSYS21,
author = {Edwin Chng and
Stephanie Yang and
Gahyun Sung and
Tyler Yoo and
Bertrand Schneider},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Leveraging Survey and Motion Sensors Data to Promote Gender Inclusion
in Makerspaces},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChngYSYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChoffinPB21,
author = {Beno{\^{\i}}t Choffin and
Fabrice Popineau and
Yolaine Bourda},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Extending Adaptive Spacing Heuristics to MultiSkill Items},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChoffinPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChopraG21,
author = {Shivangi Chopra and
Lukasz Golab},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Analyzing Ranking Strategies to Characterize Competition for Co-Operative
Work Placements},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChopraG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChungH21,
author = {Cheng{-}Yu Chung and
I{-}Han Hsiao},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {From Detail to Context: Modeling Distributed Practice Intensity and
Timing by Multiresolution Signal Analysis},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChungH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CirciLSH21,
author = {Ruhan Circi and
Manqian Liao and
Chad Scott and
Juanita Hicks},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Understanding Students' Problem-Solving Processes via Action Sequence
Analyses (Short Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/PA\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CirciLSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CleuziouF21,
author = {Guillaume Cleuziou and
Fr{\'{e}}d{\'{e}}ric Flouvat},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Learning student program embeddings using abstract execution traces},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CleuziouF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CockMGK21,
author = {Jade Cock and
Mirko Marras and
Christian Giang and
Tanja K{\"{a}}ser},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Early Prediction of Conceptual Understanding in Interactive Simulations},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CockMGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CondorLP21,
author = {Aubrey Condor and
Max Litster and
Zachary A. Pardos},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Automatic short answer grading with {SBERT} on out-of-sample questions},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CondorLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Costa21,
author = {Denise Reis Costa},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {LOGANShiny: An app for illustrating process data analysis from international
large-scale assessments (Short Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/PA\_2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Costa21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrompL21,
author = {Sonia Cromp and
Diane J. Litman},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Essay Revision and Corresponding Grade Change asCaptured by Text Similarity
and Revision Purposes},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CrompL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyHCBKM21,
author = {Scott A. Crossley and
Aron Heintz and
Joon Suh Choi and
Jordan Batchelor and
Mehrnoush Karimi and
Agnes Malatinszky},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {The CommonLit Ease of Readability {(CLEAR)} Corpus},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CrossleyHCBKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DasZBS21,
author = {Rohini Das and
Jiayi Zhang and
Ryan S. Baker and
Richard Scruggs},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {A New Interpretation of Knowledge Tracing Models' Predictive Performance
in Terms of the Cold Start Problem},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_7.pdf},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/DasZBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DaveBPG21,
author = {Neisarg Dave and
Riley Owen Bakes and
Bart Pursel and
C. Lee Giles},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Math Question Solving and {MCQ} Distractor Generation with attentional
{GRU} Networks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DaveBPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DelianidiDCN21,
author = {Marina Delianidi and
Konstantinos I. Diamantaras and
George Chrysogonidis and
Vasileios Nikiforidis},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Student Performance Prediction Using Dynamic Neural Models},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DelianidiDCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DengZLZ21,
author = {Pan Deng and
Jianjun Zhou and
Jing Lyu and
Zitong Zhao},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Assessing attendance by peer information},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DengZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoewesP21,
author = {Afrizal Doewes and
Mykola Pechenizkiy},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {On the Limitations of Human-Computer Agreement in Automated Essay
Scoring},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoewesP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DongMSBP21,
author = {Yihuan Dong and
Samiha Marwan and
Preya Shabrina and
Tiffany Barnes and
Thomas W. Price},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Using Student Trace Logs To Determine Meaningful Progress and Struggle
During Programming Problem Solving},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DongMSBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DorodchiBA0WBF21,
author = {Mohsen Dorodchi and
Alexandria Benedict and
Erfan Al{-}Hossami and
Andrew Quinn and
Sandra Wiktor and
Aileen Benedict and
Mohammadali Fallahian},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Clustering Students' Short Text Reflections: {A} Software Engineering
Course Case Study (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DorodchiBA0WBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DuPR21,
author = {Anlan Du and
Alexandra Plukis and
Huzefa Rangwala},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Using Course Evaluations and Student Data to Predict Computer Science
Student Success},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DuPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ElswickHC21,
author = {Susan Elswick and
William Hendrick and
Laura Baylot Casey},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {{ENGAGE:} An {API} Capable Data Collection and Analysis System for
Classroom Behavior},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ElswickHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EricksonBPHKH21,
author = {John A. Erickson and
Anthony F. Botelho and
Zonglin Peng and
Rui Huang and
Meghana V. Kasal and
Neil T. Heffernan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Is It Fair? Automated Open Response Grading},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EricksonBPHKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FancsaliLR21,
author = {Stephen E. Fancsali and
Hao Li and
Steven Ritter},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Toward Scalable Improvement of Large Content Portfolios for Adaptive
Instruction},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_2.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/FancsaliLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FancsaliLSR21,
author = {Stephen Fancsali and
Hao Li and
Michael Sandbothe and
Steven Ritter},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Targeting Design-Loop Adaptivity},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/FancsaliLSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FarhanaPRL21,
author = {Effat Farhana and
Andrew Potter and
Teomara Rutherford and
Collin F. Lynch},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Feedback and Self-Regulated Learning in Science Reading},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FarhanaPRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FateenM21,
author = {Menna Fateen and
Tsunenori Mine},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Predicting Student Performance Using Teacher Observation Reports},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FateenM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FengM21,
author = {Jingrong Feng and
Jack Mostow},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards Difficulty Controllable Selection of Next-Sentence Prediction
Questions},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FengM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FowlerC0Z21,
author = {Max Fowler and
Binglin Chen and
Matthew West and
Craig B. Zilles},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {How productive are homework and elective practice? Applying a post
hoc modeling of student knowledge in a large, introductory computing
course (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FowlerC0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GaoLHB21,
author = {Zhikai Gao and
Collin F. Lynch and
Sarah Heckman and
Tiffany Barnes},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Automatically classifying student help requests: a multi-year analysis},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GaoLHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GawedaL21,
author = {Adam M. Gaweda and
Collin F. Lynch},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Student Practice Sessions Modeled as {ICAP} Activity Silos},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GawedaL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuX21,
author = {Yufei Gu and
Kun Xu},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Sex-Related Behavioral Differences in Online Math Classes: An Epistemic
Network Analysis},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GutenbrunnerLRR21,
author = {Tess Gutenbrunner and
Daniel D. Leeds and
Spencer Ross and
Michael Riad{-}Zaky and
Gary Weiss},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Measuring the Academic Impact of Course Sequencing using Student Grade
Data},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GutenbrunnerLRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Harrell-Williams21,
author = {Leigh M. Harrell{-}Williams and
Christian Mueller and
Stephen Fancsali and
Steven Ritter and
Xiaofei Zhang and
Deepak Venugopal},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {The Nature of Achievement Goal Motivation Profiles: Exploring Situational
Motivation in An Algebra-Focused Intelligent Tutoring System},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_5.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Harrell-Williams21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/He-YueyaS21,
author = {Joy He{-}Yueya and
Adish Singla},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Quizzing Policy Using Reinforcement Learning for Inferring the Student
Knowledge State},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/He-YueyaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HendersonMERLML21,
author = {Nathan L. Henderson and
Wookhee Min and
Andrew Emerson and
Jonathan P. Rowe and
Seung Y. Lee and
James Minogue and
James C. Lester},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Early Prediction of Museum Visitor Engagement with Multimodal Adversarial
Domain Adaptation},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HendersonMERLML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HicksS21,
author = {Alexander Hicks and
Clifford A. Shaffer},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Containerizing an eTextbook Infrastructure (Abstract)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HicksS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Hoppner21,
author = {Frank H{\"{o}}ppner},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Grouping Source Code by Solution Approaches - Improving Feedback in
Programming Courses},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Hoppner21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Horta-BartomeuS21,
author = {Raquel Horta{-}Bartomeu and
Olga C. Santos},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {A Time-Aware Approach to Detect Patterns and Predict Help-Seeking
Behaviour in Adaptive Educational Systems},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Horta-BartomeuS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuhR21,
author = {Dom Huh and
Huzefa Rangwala},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Synthetic Embedding-based Data Generation Methods for Student Performance},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuhR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HunkinsJD21,
author = {Nicholas C. Hunkins and
Emily Jensen and
Sidney K. D'Mello},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Improving Automated Teacher Discourse Classification via Automated
Reliability Modeling},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HunkinsJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttOABPB021,
author = {Stephen Hutt and
Jaclyn Ocumpaugh and
Juliana Ma. Alexandra L. Andres and
Nigel Bosch and
Luc Paquette and
Gautam Biswas and
Ryan Baker},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Sharpest Tool in the Shed: Investigating {SMART} Models of Self-Regulation
and their Impact on Learning},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuttOABPB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiaCXLRG21,
author = {Qinjin Jia and
Jialin Cui and
Yunkai Xiao and
Chengyuan Liu and
M. Parvez Rashid and
Edward F. Gehringer},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {{ALL-IN-ONE:} Multi-Task Learning {BERT} models for Evaluating Peer
Assessments},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiaCXLRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangB21,
author = {Lan Jiang and
Nigel Bosch},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Predictive Sequential Pattern Mining via Interpretable Convolutional
Neural Networks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JimenezFCS21,
author = {Hayd{\'{e}}e Guillot Jim{\'{e}}nez and
Anna Carolina Finamore and
Marco Antonio Casanova and
Gon{\c{c}}alo Sim{\~{o}}es},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Sentiment Analysis of Student Surveys - {A} Case Study on Assessing
the Impact of the {COVID-19} Pandemic on Higher Education Teaching},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JimenezFCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Johnson-YuBSP21,
author = {Sonja Johnson{-}Yu and
Nicholas Bowman and
Mehran Sahami and
Chris Piech},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {SimGrade: Using Code Similarity Measures for More Accurate Human Grading},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Johnson-YuBSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KimSLLP21,
author = {Minsam Kim and
Yugeun Shim and
Seewoo Lee and
Hyunbin Loh and
Juneyoung Park},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Behavioral Testing of Deep Knowledge Tracing Models},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KimSLLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KimYSC21,
author = {Byungsoo Kim and
Hangyeol Yu and
Dongmin Shin and
Youngduck Choi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Knowledge Transfer by Discriminative Pre-training for Academic Performance
Prediction},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KimYSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KovalkovPSGP21,
author = {Anastasia Kovalkov and
Benjamin Paassen and
Avi Segal and
Kobi Gal and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Modeling Creativity in Visual Programming: From Theory to Practice},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KovalkovPSGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KulkarniG21,
author = {Ajay Kulkarni and
Olga Gkountouna},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Demonstrating {REACT:} a Real-time Educational AI-powered Classroom
Tool},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KulkarniG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kumar21,
author = {Amruth N. Kumar},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Using Markov Transition Matrix to Analyze Parsons Puzzle Solutions
(Short Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/PA\_5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kumar21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Langenhagen21,
author = {Julian Langenhagen},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Mixed Data Sampling in Learning Analytics},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Langenhagen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeHBB21,
author = {Haejin Lee and
Paul Hur and
Suma Bhat and
Nigel Bosch},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Promoting Self-regulated Learning in Online Learning by Triggering
Tailored Interventions},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_4.pdf},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeHBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeKSP21,
author = {Seewoo Lee and
Kyu Seok Kim and
Jamin Shin and
Juneyoung Park},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Tracing Knowledge for Tracing Dropouts: Multi-Task Training for Study
Session Dropout Prediction},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeKSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeedsZ021,
author = {Daniel D. Leeds and
Tianyi Zhang and
Gary Weiss},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Mining Course Groupings based on Academic Performance},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeedsZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiamthongW21,
author = {Pichayut Liamthong and
Jacob Whitehill},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Text Representations of Math Tutorial Videos forClustering, Retrieval,
and Learning Gain Prediction},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiamthongW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiaoAD21,
author = {Manqian Liao and
Yigal Attali and
Alina A. von Davier},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {AQuAA: Analytics for Quality Assurance in Assessment},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiaoAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LoginovaB21,
author = {Ekaterina Loginova and
Dries Benoit},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Embedding navigation patterns for student performance prediction},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LoginovaB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LuC21,
author = {Chang Lu and
Maria Cutumisu},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Integrating Deep Learning into An Automated Feedback Generation System
for Automated Essay Scoring},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LuC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MacLellanG21,
author = {Christopher J. MacLellan and
Adit Gupta},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Learning Expert Models for Educationally Relevant Tasks using Reinforcement
Learning},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MacLellanG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaedaED21,
author = {Hisamitsu Maeda and
Barbara Ericson and
Paramveer S. Dhillon},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Comparing Ebook Student Interactions With Test Scores: {A} Case Study
Using CSAwesome (Work in Progress)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaedaED21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MahbubMAV21,
author = {Maliha Mahbub and
Najia Manjur and
Mahjabin Alam and
Julita Vassileva},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Analysis of Factors Influencing User Contribution and Predicting Involvement
of Users on Stack Overflow},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MahbubMAV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MalikWVSCMGP21,
author = {Ali Malik and
Mike Wu and
Vrinda Vasavada and
Jinpeng Song and
Madison Coots and
John Mitchell and
Noah D. Goodman and
Chris Piech},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Generative Grading: Near Human-level Accuracy for Automated Feedback
on Richly Structured Problems},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MalikWVSCMGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MandalapuCCG21,
author = {Varun Mandalapu and
Lujie Chen and
Zhiyuan Chen and
Jiaqi Gong},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Student-centric Model of Login Patterns: {A} Case Study with Learning
Management Systems},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MandalapuCCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Mao0MPBC21,
author = {Ye Mao and
Yang Shi and
Samiha Marwan and
Thomas W. Price and
Tiffany Barnes and
Min Chi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Knowing both when and where: Temporal-ASTNN for Early Prediction of
Student Success in Novice Programming Tasks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Mao0MPBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MarrasVK21,
author = {Mirko Marras and
Julien Tuan Tu Vignoud and
Tanja K{\"{a}}ser},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Can Feature Predictive Power Generalize? Benchmarking Early Predictors
of Student Success across Flipped and Online Courses},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MarrasVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Marwan0MCBP21,
author = {Samiha Marwan and
Yang Shi and
Ian Menezes and
Min Chi and
Tiffany Barnes and
Thomas W. Price},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Just a Few Expert Constraints Can Help: Humanizing Data-Driven Subgoal
Detection for Novice Programming},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Marwan0MCBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatayoshiK21,
author = {Jeffrey Matayoshi and
Shamya Karumbaiah},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Investigating the Validity of Methods Used to Adjust for Multiple
Comparisons in Educational Data Mining},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MatayoshiK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MohammedS21,
author = {Mostafa Mohammed and
Clifford A. Shaffer},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Clickstream Data from a Formal Languages eTextbook (Abstract)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MohammedS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MurataMS21,
author = {Ryusuke Murata and
Tsubasa Minematsu and
Atsushi Shimada},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Early Detection of At-risk Students based on Knowledge Distillation
{RNN} Models},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MurataMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NazariLH21,
author = {Sanaz Nazari and
Walter L. Leite and
Anne Corinne Huggins{-}Manley},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Detecting Careless Responding to Assessment Items in a Virtual Learning
Environment Using Person-fit Indices and Random Forest},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NazariLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NyeCJGA21,
author = {Benjamin Nye and
Mark G. Core and
Shikhar Jaiswal and
Aviroop Ghosal and
Daniel Auerbach},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Acting Engaged: Leveraging Player Persona Archetypes for Semi-Supervised
Classification of Engagement},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NyeCJGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Olney21,
author = {Andrew M. Olney},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Sentence Selection for Cloze Item Creation: {A} Standardized Task
and Preliminary Results},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Olney21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OlneyF21,
author = {Andrew M. Olney and
Scott D. Fleming},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {JupyterLab Extensions for Blocks Programming, Self-Explanations, and
{HTML} Injection (Abstract)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OlneyF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OrrR21,
author = {J. Walker Orr and
Nathaniel Russell},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Automatic Assessment of the Design Quality of Python Programs with
Personalized Feedback},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OrrR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OsakweWCMCG21,
author = {Ikenna Osakwe and
Alexander Whitelock{-}Wainwright and
Guanliang Chen and
Rafael Ferreira Mello and
Anderson Pinheiro Cavalcanti and
Dragan Gasevic},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards automated content analysis of feedback: {A} multi-language
study},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OsakweWCMCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenBLRWSKBP21,
author = {Benjamin Paa{\ss}en and
Andreas Bertsch and
Katharina Langer{-}Fischer and
Sylvio R{\"{u}}dian and
Xia Wang and
Rupali Sinha and
Jakub Kuzilek and
Stefan Britsch and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Analyzing Student Success and Mistakes in Virtual Microscope Structure
Search Tasks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenBLRWSKBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMJKY21,
author = {Benjamin Paa{\ss}en and
Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {ast2vec: Utilizing Recursive Neural Encodings of Python Programs},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenMJKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenMJKY21a,
author = {Benjamin Paa{\ss}en and
Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Next Steps for Next-step Hints: Lessons Learned from Teacher Evaluations
of Automatic Programming Hints (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenMJKY21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Park21,
author = {Jaesuk Park},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Online Estimation of Student Ability and Item Difficulty with Glicko-2
Rating System on Stratified Data},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Park21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ParsaG21,
author = {Mohammad S. Parsa and
Lukasz Golab},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Academic Integrity in Online Education during the {COVID-19} Pandemic:
a Social Media Mining Study},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ParsaG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PavlikEZ21,
author = {Philip I. Pavlik Jr. and
Luke Eglington and
Liang Zhang},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Automatic Domain Model Creation and Improvement},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PavlikEZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Penmetsa0P21,
author = {Poorvaja Penmetsa and
Yang Shi and
Thomas W. Price},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Investigate Effectiveness of Code Features in Knowledge Tracing Task
on Novice Programming Course. (Work in Progress)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Penmetsa0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Piao21,
author = {Guangyuan Piao},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Recommending Knowledge Concepts on {MOOC} Platforms with Meta-path-based
Representation Learning},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Piao21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PintoZPF21,
author = {Juan D. Pinto and
Yingbin Zhang and
Luc Paquette and
Aysa Xuemo Fan},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Investigating Elements of Student Persistence in an Introductory Computer
Science Course (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PintoZPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PortnoffGRB21,
author = {Lucy Portnoff and
Erin Gustafson and
Joseph Rollinson and
Klinton Bicknell},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Methods for Language Learning Assessment at Scale: Duolingo Case Study},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PortnoffGRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriharH21,
author = {Ethan Prihar and
Neil T. Heffernan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {A Novel Algorithm for Aggregating Crowdsourced Opinions},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/PriharH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PughSRSAD21,
author = {Samuel L. Pugh and
Shree Krishna Subburaj and
Arjun Ramesh Rao and
Angela Stewart and
Jessica Andrews{-}Todd and
Sidney D'Mello},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Say What? Automatic Modeling of Collaborative Problem Solving Skills
from Student Speech in the Wild},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PughSRSAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QuyN21,
author = {Tai Le Quy and
Eirini Ntoutsi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards fair, explainable and actionable clustering for learning analytics},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/QuyN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QuyRFN21,
author = {Tai Le Quy and
Arjun Roy and
Gunnar Friege and
Eirini Ntoutsi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Fair-Capacitated Clustering},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/QuyRFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RachatasumritK21,
author = {Napol Rachatasumrit and
Kenneth R. Koedinger},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Toward Improving Student Model Estimates through Assistance Scores
in Principle and in Practice},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RachatasumritK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RudianP21,
author = {Sylvio R{\"{u}}dian and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Finding the optimal topic sequence for online courses using SERPs
as a Proxy},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RudianP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RudianP21a,
author = {Sylvio R{\"{u}}dian and
Niels Pinkwart},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Using Data Quality to compare the Prediction Accuracy based on diverse
annotated Tutor Scorings},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RudianP21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RusACTB21,
author = {Vasile Rus and
Kamil Akhuseyinoglu and
Jeevan Chapagain and
Lasang Jimba Tamang and
Peter Brusilovsky},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Prompting for Free Self-Explanations Promotes Better Code Comprehension
(Work In Progress)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_13.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RusACTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RusFPVGRBT21,
author = {Vasile Rus and
Stephen E. Fancsali and
Philip I. Pavlik Jr. and
Deepak Venugopal and
Arthur C. Graesser and
Steven Ritter and
Dale Bowman and
The L. D. I. Team},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {The Learner Data Institute - Conceptualization: {A} Progress Report},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_1.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RusFPVGRBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RzepkaMS21,
author = {Nathalie Rzepka and
Hans{-}Georg M{\"{u}}ller and
Katharina Simbeck},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {What you apply is not what you learn! Examining students' strategies
in German capitalization tasks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RzepkaMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SabnisASDB21,
author = {Varun Sabnis and
Kumar Abhinav and
Venkatesh Subramania and
Alpana Dubey and
Padmaraj Bhat},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {UPreG: An Unsupervised approach for building the Concept Prerequisite
Graph},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SabnisASDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SalesPHP21,
author = {Adam Sales and
Ethan Prihar and
Neil T. Heffernan and
John Pane},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Estimating the Intelligent Tutor Effects on Specific Posttest Problems},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/SalesPHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SapountziBCK21,
author = {Androniki Sapountzi and
Sandjai Bhulai and
Ilja Cornelisz and
Chris van Klaveren},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Analysis of stopping criteria for Bayesian Adaptive Mastery Assessment},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SapountziBCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SenseKFCSOJ21,
author = {Florian Sense and
Michael Krusmark and
Joshua Fiechter and
Michael G. Collins and
Lauren Sanderson and
Joshua Onia and
Tiffany S. Jastrzembski},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Combining Cognitive and Machine Learning Models to Mine {CPR} Training
Histories for Personalized Predictions},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SenseKFCSOJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SergentDBC21,
author = {Thomas Sergent and
Morgane Daniel and
Fran{\c{c}}ois Bouchet and
Thibault Carron},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Predicting Young Students' Self-Regulated Learning Deficits Through
Their Activity and Self-Evaluation Traces},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SergentDBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShaRWCGC21,
author = {Lele Sha and
Mladen Rakovic and
Alexander Whitelock{-}Wainwright and
David Carroll and
Dragan Gasevic and
Guanliang Chen},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Which Hammer should {I} Use? {A} Systematic Evaluation of Approaches
for Classifying Educational Forum Posts},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShaRWCGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShakyaRV21,
author = {Anup Shakya and
Vasile Rus and
Deepak Venugopal},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Student Strategy Prediction using a Neuro-Symbolic Approach},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShakyaRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sharma21,
author = {Aditya Sharma},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {seqClustR: An {R} Package for Sequence Clustering (Short Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/PA\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sharma21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SilvaA21,
author = {Bruno Mota da Silva and
Cl{\'{a}}udia Antunes},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Recommendation System for Engineering Programs Candidates},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SilvaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SinclairS21,
author = {Arabella Sinclair and
Bertrand Schneider},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Linguistic and Gestural Coordination: Do Learners Converge in Collaborative
Dialogue?},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SinclairS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SlimHASS21,
author = {Ahmad Slim and
Gregory L. Heileman and
Chaouki T. Abdallah and
Ameer Slim and
Najem N. Sirhan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Restructuring Curricular Patterns Using Bayesian Networks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SlimHASS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SomKLDAT21,
author = {Anirudh Som and
Sujeong Kim and
Bladimir Lopez{-}Prado and
Svati Dhamija and
Nonye Alozie and
Amir Tamrakar},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Towards Explainable Student Group Collaboration Assessment Models
Using Temporal Representations of Individual Student Roles},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SomKLDAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SturludottirAHO21,
author = {Erla Gu{\dh}r{\'{u}}n Sturlud{\'{o}}ttir and
Eyd{\'{\i}}s Arnard{\'{o}}ttir and
G{\'{\i}}sli Hj{\'{a}}lmt{\'{y}}sson and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Gaining Insights on Student Course Selection in Higher Education with
Community Detection},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SturludottirAHO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TanvirC21,
author = {Hasan Tanvir and
Irene{-}Angelica Chounta},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Exploring the Importance of Factors Contributing to Dropouts in Higher
Education Over Time},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TanvirC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TsutsumiKU21,
author = {Emiko Tsutsumi and
Ryo Kinoshita and
Maomi Ueno},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Deep-IRT with independent student and item networks},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TsutsumiKU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TzimasD21,
author = {Dimitrios Tzimas and
Stavros N. Demetriadis},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {The Impact of Learning Analytics on Student Performance and Satisfaction
in a Higher Education Course},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TzimasD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VeldeSSMR21,
author = {Maarten van der Velde and
Florian Sense and
Rinske Spijkers and
Martijn Meeter and
Hedderik van Rijn},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Lockdown Learning: Changes in Online Study Activity and Performance
of Dutch Secondary School Students during the {COVID-19} Pandemic},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VeldeSSMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VenugopalRS21,
author = {Deepak Venugopal and
Vasile Rus and
Anup Shakya},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Neuro-Symbolic Models: {A} Scalable, Explainable Framework for Strategy
Discovery from Big Edu-Data},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/LDI\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VenugopalRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VidaBB21,
author = {Leonardo J. Vida and
Maria Bolsinova and
Matthieu J. S. Brinkhuis},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Speeding up without Loss of Accuracy: Item Position Effects on Examinees'
Performance in University Exams},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VidaBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Villa-TorranoCA21,
author = {Cristina Villa{-}Torrano and
Pankaj Chejara and
Juan I. Asensio{-}P{\'{e}}rez and
Yannis A. Dimitriadis and
Miguel L. Bote{-}Lorenzo and
Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
Eduardo G{\'{o}}mez{-}S{\'{a}}nchez},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Dataset on an online collaborative learning situation in a computer
networks course (Abstract)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Villa-TorranoCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WanTZB21,
author = {Xiaoyu Wan and
Jingwan Tang and
Xiaofei Zhou and
Zhen Bai},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Exploratory Process Analysis of Teacher Learning of {AI} Integration
through Collaborative Design (Short Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/PA\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WanTZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Wang0BMP21,
author = {Wengran Wang and
Gordon Fraser and
Tiffany Barnes and
Chris Martens and
Thomas W. Price},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Execution Trace Based Feature Engineering To Enable Formative Feedback
on Visual, Interactive Programs},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Wang0BMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Wang0BMP21a,
author = {Wengran Wang and
Gordon Fraser and
Tiffany Barnes and
Chris Martens and
Thomas W. Price},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Execution-Trace-Based Feature Engineering To Enable Formative Feedback
on Visual, Interactive Programs (Full Paper)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_5.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Wang0BMP21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangDGD21,
author = {Yinkai Wang and
Aowei Ding and
Kaiyi Guan and
Yuanqi Du},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Ensemble Machine Learning System for Student AcademicPerformance Prediction},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/UGR\_2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangDGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangZS21,
author = {Chunpai Wang and
Siqian Zhao and
Shaghayegh Sahebi},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Learning from Non-Assessed Resources: Deep Multi-Type Knowledge Tracing},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WatsonK21,
author = {Rebecca Watson and
Ekaterina Kochmar},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {A New Readability Assessment Tool},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WatsonK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WilliamsonK21,
author = {Kimberly Williamson and
Ren{\'{e}} F. Kizilcec},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Effects of Algorithmic Transparency in Bayesian Knowledge Tracing
on Trust and Perceived Accuracy},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WilliamsonK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YangWELHRA21,
author = {Kexin Bella Yang and
Xuejian Wang and
Vanessa Echeverr{\'{\i}}a and
LuEttaMae Lawrence and
Kenneth Holstein and
Nikol Rummel and
Vincent Aleven},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {SimPairing - Exploring Dynamic Pairing Policies through Historical
Data Simulation and User-centered Research},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YangWELHRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YoderTABJA21,
author = {Spencer Yoder and
Cansu Tatar and
Ifeoluwa Aderemi and
Sankalp Boorugu and
Shiyan Jiang and
Bita Akram},
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Gaining Insight into Effective Teaching of {AI} Problem-Solving Through
{CSEDM:} {A} Case Study (Work in Progress)},
booktitle = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051/CSEDM\_11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YoderTABJA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YooR21,
author = {Jin Eun Yoo and
Minjeong Rho},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {{LMS} Log Data Analysis from Fully-Online Flipped Classrooms: An Exploratory
Case Study via Regularization},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YooR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Zhang0BL21,
author = {Mengxue Zhang and
Zichao Wang and
Richard G. Baraniuk and
Andrew S. Lan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Math Operation Embeddings for Open-ended Solution Analysis and Feedback},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Zhang0BL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangDBS21,
author = {Jiayi Zhang and
Rohini Das and
Ryan S. Baker and
Richard Scruggs},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {The Cold Start Problem and Interpretation of Knowledge Tracing Models'
Predictive Performance},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/ZhangDBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangG021,
author = {Mo Zhang and
Hongwen Guo and
Xiang Li},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Using Keystroke Analytics to Understand Cognitive Processes during
Writing},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangM21,
author = {Qiao Zhang and
Christopher MacLellan},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Going Online: {A} simulated student approach for evaluating knowledge
tracing in the context of mastery learning},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangOJPH21,
author = {Jing Zhang and
Teresa M. Ober and
Yang Jiang and
Jan Plass and
Bruce D. Homer},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Predicting Executive Functions in a Learning Game: Accuracy and Reaction
Time},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangOJPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangP21,
author = {Yingbin Zhang and
Luc Paquette},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Mining sequential patterns with high usage variation},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Zhou0CZY021,
author = {Yuhao Zhou and
Xihua Li and
Yunbo Cao and
Xuemin Zhao and
Qing Ye and
Jiancheng Lv},
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {{LANA:} Towards Personalized Deep Knowledge Tracing Through Distinguishable
Interactive Sequences},
booktitle = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Zhou0CZY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2021,
editor = {Sharon I{-}Han Hsiao and
Shaghayegh (Sherry) Sahebi and
Fran{\c{c}}ois Bouchet and
Jill{-}J{\^{e}}nn Vie},
title = {Proceedings of the 14th International Conference on Educational Data
Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
publisher = {International Educational Data Mining Society},
year = {2021},
url = {https://educationaldatamining.org/edm2021/proceedings/},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2021w,
editor = {Thomas W. Price and
Sweet San Pedro},
title = {Joint Proceedings of the Workshops at the International Conference
on Educational Data Mining 2021 co-located with 14th International
Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
2021},
series = {{CEUR} Workshop Proceedings},
volume = {3051},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3051},
urn = {urn:nbn:de:0074-3051-6},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2021w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001GLB20,
author = {Zichao Wang and
Yi Gu and
Andrew S. Lan and
Richard G. Baraniuk},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {VarFA: {A} Variational Factor Analysis Framework For Efficient Bayesian
Learning Analytics},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_86.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/0001GLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0017LZYX20,
author = {Tao Huang and
Zhi Li and
Hao Zhang and
Huali Yang and
Hekun Xie},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {EAnalyst: Toward Understanding Large-scale Educational Data},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_235.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0017LZYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AdeodatoF20,
author = {Paulo J. L. Adeodato and
Rogerio Luiz C. S. Filho},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Where to aim? Factors that influence the performance of Brazilian
secondary schools},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_55.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AdeodatoF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Agarwal0M20,
author = {Deepak Agarwal and
Ryan Baker and
Anupama Muraleedharan},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Dynamic knowledge tracing through data driven recency weights},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_8.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Agarwal0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AghajariUUGW20,
author = {Zhila Aghajari and
Deniz Sonmez Unal and
Mesut Erhan Unal and
Ligia G{\'{o}}mez and
Erin Walker},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Decomposition of Response Time to Give Better Predictions of Children's
Reading Comprehension},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_120.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AghajariUUGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Agnihotri0S20,
author = {Lalitha Agnihotri and
Ryan Baker and
Steve Stalzer},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {A Procrastination Index for Online Learning Based on Assignment Start
Time},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_10.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Agnihotri0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AkpinarRA20,
author = {Nil{-}Jana Akpinar and
Aaditya Ramdas and
Umut A. Acar},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Analyzing Student Strategies In Blended Courses Using Clickstream
Data},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_172.pdf},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/AkpinarRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AkramAMWMNBL20,
author = {Bita Akram and
Hamoon Azizsoltani and
Wookhee Min and
Eric N. Wiebe and
Bradford W. Mott and
Anam Navied and
Kristy Elizabeth Boyer and
James C. Lester},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Automated Assessment of Computer Science Competencies from Student
Programs with Gaussian Process Regression},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_113.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AkramAMWMNBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AkramAMWNMBL20,
author = {Bita Akram and
Hamoon Azizolsoltani and
Wookhee Min and
Eric N. Wiebe and
Anam Navied and
Bradford W. Mott and
Kristy Elizabeth Boyer and
James C. Lester},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {A Data-Driven Approach to Automatically Assessing Concept-Level {CS}
Competencies Based on Student Programs},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/AkramAMWNMBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Al-ShamaliYGL20,
author = {Farook Al{-}Shamali and
Hongxin Yan and
Sabine Graf and
Fuhua Lin},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Educational Data Mining and Personalized Support in Online Introductory
Physics Courses},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_241.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Al-ShamaliYGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlsaadA20,
author = {Fareedah Alsaad and
Abdussalam Alawini},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Unsupervised Approach for Modeling Content Structures of MOOCs},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_150.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlsaadA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ArielyNA20,
author = {Moriah Ariely and
Tanya Nazaretsky and
Giora Alexandron},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {First Steps Towards NLP-based Formative Feedback to Improve Scientific
Writing in Hebrew},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_238.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ArielyNA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ArthursA20,
author = {Noah Arthurs and
A. J. Alvero},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Whose Truth is the "Ground Truth"? College Admissions Essays and Bias
in Word Vector Evaluation Methods},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_18.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ArthursA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AulckNW20,
author = {Lovenoor S. Aulck and
Dev Nambi and
Jevin West},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Increasing Enrollment by Optimizing Scholarship Allocations Using
Machine Learning and Genetic Algorithms},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_44.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AulckNW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AytekinRS20,
author = {Mehmet Cem Aytekin and
Stefan R{\"{a}}biger and
Y{\"{u}}cel Saygin},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Discovering the Prerequisite Relationships Among Instructional Videos
From Subtitles},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_99.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AytekinRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BartRS20,
author = {Austin Cory Bart and
Teomara Rutherford and
James Skripchuk},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Evaluating an Instrumented Python {CS1} Course},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BartRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Bebbouchi20,
author = {Dalila Bebbouchi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Mutual spontaneous aid between students in distance learning and the
role of the feeling of social belonging to a training group},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_100.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Bebbouchi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BhatnagarDZC20,
author = {Sameer Bhatnagar and
Michel C. Desmarais and
Amal Zouaq and
Elizabeth S. Charles},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {A Dataset of Learnersourced Explanations from an Online Peer Instruction
Environment},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_47.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BhatnagarDZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoschCSP20,
author = {Nigel Bosch and
R. Wes Crues and
Najmuddin Shaik and
Luc Paquette},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {"Hello, [REDACTED]": Protecting Student Privacy in Analyses of Online
Discussion Forums},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_26.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoschCSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BrahmanVBC20,
author = {Faeze Brahman and
Nikhil Varghese and
Suma Bhat and
Snigdha Chaturvedi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Effective Forum Curation via Multi-task Learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_136.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BrahmanVBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BulathwelaPLYS20,
author = {Sahan Bulathwela and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Aldo Lipani and
Emine Yilmaz and
John Shawe{-}Taylor},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Predicting Engagement in Video Lectures},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_62.pdf},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/BulathwelaPLYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CerveraL20,
author = {Francisco Cervera and
Juan Alfonso Lara},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {A method for generating features representing the students' degree
of anticipation/delay to complete assignments},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_231.pdf},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CerveraL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChangoSCR20,
author = {Wilson Chango and
Miguel S{\'{a}}nchez{-}Santill{\'{a}}n and
Rebeca Cerezo and
Crist{\'{o}}bal Romero},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Predicting students' performance using emotion detection from face-recording
video when interacting with an {ITS}},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_232.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/ChangoSCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenE20,
author = {Zhaorui Chen and
Carrie Demmans Epp},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {CSCLRec: Personalized Recommendation of Forum Posts to Support Socio-collaborative
Learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_64.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenK20,
author = {Maximillian Chen and
Ren{\'{e}} F. Kizilcec},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Return of the Student: Predicting Re-Engagement in Mobile Learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_95.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenP20,
author = {Clarence Chen and
Zachary A. Pardos},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Applying Recent Innovations from {NLP} to {MOOC} Student Course Trajectory
Modeling},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_6.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChungPAPH20,
author = {Cheng{-}Yu Chung and
Yancy Vance M. Paredes and
Mohammed Alzaid and
Kushal Reddy Papakannu and
I{-}Han Hsiao},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {A Longitudinal Study on Student Persistence in Programming Self-assessments},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChungPAPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ClavieG20,
author = {Benjamin Clavi{\'{e}} and
Kobi Gal},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Deep Embeddings of Contextual Assessment Data for Improving Performance
Prediction},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_60.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ClavieG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CodyMWCB20,
author = {Christa Cody and
Mehak Maniktala and
David Warren and
Min Chi and
Tiffany Barnes},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Does autonomy help Help? The impact of unsolicited hints and choice
on help avoidance and learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_154.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CodyMWCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DanciulescuHPJM20,
author = {Theodora Danciulescu and
Stella Heras and
Javier Palanca and
Vicente Juli{\'{a}}n and
Cristian Mihaescu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {More Data and Better Keywords Imply Better Educational Transcript
Classification?},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_98.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DanciulescuHPJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DangK20,
author = {Steven Dang and
Kenneth R. Koedinger},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {The Ebb and Flow of Student Engagement: Measuring motivation through
temporal pattern of self-regulation},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_214.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DangK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DaoudiTCEC20,
author = {Ibtissem Daoudi and
Erwan Tranvouez and
Raoudha Chebil and
Bernard Espinasse and
Wided Lejouad Chaari},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {An EDM-based Multimodal Method for Assessing Learners' Affective States
in Collaborative Crisis Management Serious Games},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_96.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DaoudiTCEC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DermyB20,
author = {Oriane Dermy and
Armelle Brun},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Can we Take Advantage of Time-Interval Pattern Mining to Model Students
Activity?},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_102.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DermyB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DhavalaBBFA20,
author = {Soma S. Dhavala and
Chirag Bhatia and
Joy Bose and
Keyur Faldu and
Aditi Avasthi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Auto generation of diagnostic assessments and their quality evaluation},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_187.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DhavalaBBFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DieterSV20,
author = {Kevin Dieter and
Jamie Studwell and
Kirk Vanacore},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Differential Responses to Personalized Learning Recommendations Revealed
by Event-Related Analysis},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_207.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DieterSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoewesP20,
author = {Afrizal Doewes and
Mykola Pechenizkiy},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Structural Explanation of Automated Essay Scoring},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_259.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoewesP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DumbachAZE20,
author = {Philipp Dumbach and
Alexander Aly and
Markus Zrenner and
Bj{\"{o}}rn M. Eskofier},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Exploration of Process Mining Opportunities In Educational Software
Engineering - The GitLab Analyser},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_239.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DumbachAZE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EfremovGS20,
author = {Aleksandr Efremov and
Ahana Ghosh and
Adish Singla},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Zero-shot Learning of Hint Policy via Reinforcement Learning and Program
Synthesis},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_83.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EfremovGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Erickson20,
author = {John A. Erickson},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Natural Language Processing for Open Ended Questions in Mathematics
within Intelligent Tutoring Systems},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_262.pdf},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Erickson20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Farhana20,
author = {Effat Farhana},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Self-Regulated Learning and Science Reading of Middle-School Students},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_251.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Farhana20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FarhanaRL20,
author = {Effat Farhana and
Teomara Rutherford and
Collin F. Lynch},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Investigating Relations between Self-Regulated Reading Behaviors and
Science Question Difficulty},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_160.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FarhanaRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FonsecaPOFCC20,
author = {Samuel C. Fonseca and
Filipe Dwan Pereira and
Elaine H. T. Oliveira and
David Fernandes and
Leandro S. G. Carvalho and
Alexandra I. Cristea},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Automatic Subject-based Contextualisation of Programming Assignment
Lists},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_53.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FonsecaPOFCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ForsythAS20,
author = {Carol Forsyth and
Jessica Andrews{-}Todd and
Jonathan Steinberg},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Are You Really a Team Player?: Profiles of collaborative problem solvers
in an online environment},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_19.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ForsythAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GehringerLKW20,
author = {Edward F. Gehringer and
Xiaohan Liu and
Abhirav Kariya and
Guoyi Wang},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Comparing and combining tests for plagiarism detection in online exams},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_179.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GehringerLKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GitinabardOXHBL20,
author = {Niki Gitinabard and
Ruth Okoilu and
Yiqiao Xu and
Sarah Heckman and
Tiffany Barnes and
Collin F. Lynch},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Student Teamwork on Programming Projects. What can GitHub logs show
us?},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_153.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GitinabardOXHBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GongSAJ20,
author = {Tao Gong and
Lan Shuai and
Burcu Arslan and
Yang Jiang},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Using Process Data to Evaluate Scientific Inquiry Practice in Technology-Enhanced
Assessment},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_7.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GongSAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GoutteD20,
author = {Cyril Goutte and
Guillaume Durand},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Confident Learning Curves in Additive Factor Modeling},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_121.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GoutteD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Gromov20,
author = {Aleksandr Gromov},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Developing Curriculum Analytics and Student Social Networking for
Graduate Employability Model},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_264.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Gromov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GromovMDMK20,
author = {Aleksandr Gromov and
Andrei Maslennikov and
Nikolas Dawson and
Katarzyna Musial and
Kirsty Kitto},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Curriculum profile: modelling the gaps between curriculum and the
job market},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_59.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GromovMDMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HendersonKMMWBL20,
author = {Nathan L. Henderson and
Vikram Kumara and
Wookhee Min and
Bradford W. Mott and
Ziwei Wu and
Danielle Boulden and
Trudi Lord and
Frieda Reichsman and
Chad Dorsey and
Eric N. Wiebe and
James C. Lester},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Enhancing Student Competency Models for Game-Based Learning with a
Hybrid Stealth Assessment Framework},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_158.pdf},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HendersonKMMWBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuR20,
author = {Qian Hu and
Huzefa Rangwala},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Towards Fair Educational Data Mining: {A} Case Study on Detecting
At-risk Students},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_157.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuSX20,
author = {Tianyu Hu and
Guangzhong Sun and
Zhongtian Xu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Assessing Student Contributions in Wiki-based Collaborative Writing
System},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_68.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Hunt-IsaakCSR20,
author = {Noah Hunt{-}Isaak and
Peter Cherniavsky and
Mark Snyder and
Huzefa Rangwala},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Using online text books and in-class quizzes to predict in class performance},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_156.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Hunt-IsaakCSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HurBPM20,
author = {Paul Hur and
Nigel Bosch and
Luc Paquette and
Emma Mercier},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Harbingers of Collaboration? The Role of Early-Class Behaviors in
Predicting Collaborative Problem Solving},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_63.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HurBPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ismail20,
author = {Daneih Ismail},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Overcoming Foreign Language Anxiety in an Emotionally Intelligent
Tutoring System},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_248.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ismail20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JansenF20,
author = {Rachel Jansen and
Ruthe Foushee},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {How we talk about math: Leveraging naturalistic datasets to define
the discourse of math in contrast to other domains},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_200.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JansenF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Jayaraman20,
author = {J. D. Jayaraman},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Predicting Student Dropout by Mining Advisor Notes},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_233.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Jayaraman20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangP20,
author = {Weijie Jiang and
Zachary A. Pardos},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Evaluating sources of course information and models of representation
on a variety of institutional prediction tasks},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_65.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JuCZ20,
author = {Song Ju and
Min Chi and
Guojing Zhou},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Pick the Moment: Identifying Critical Pedagogical Decisions Using
Long-Short Term Rewards},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_167.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JuCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarimiDHT20,
author = {Hamid Karimi and
Tyler Derr and
Jiangtao Huang and
Jiliang Tang},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Online Academic Course Performance Prediction using Relational Graph
Convolutional Neural Network},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_45.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarimiDHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KimJ20,
author = {Kakyeong Kim and
Il{-}Hyun Jo},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {The Effect of Visual Cues on Cognitive Load Depending on Self-Regulation
in Video-Based Learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_263.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KimJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KloseDSG20,
author = {Mark Klose and
Vasvi Desai and
Yang Song and
Edward F. Gehringer},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {{EDM} and Privacy: Ethics and Legalities of Data Collection, Usage,
and Storage},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_135.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/KloseDSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KulkarniE20,
author = {Ajay Kulkarni and
Michael Eagle},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Towards Understanding the Impact of Real-Time AI-Powered Educational
Dashboards {(RAED)} on Providing Guidance to Instructors},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_249.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KulkarniE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LangCPS20,
author = {David Lang and
Youjie Chen and
Andreas Paepcke and
Mitchell L. Stevens},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Evaluations as Research Tools: Gender Differences in Academic Self-Perception
and Care Work in Undergraduate Course Reviews},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LangCPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Lee20,
author = {In{-}Hye Lee},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Estimation for cognitive load in Video-based learning through Physiological
Data and Subjective Measurement by Video Annotation},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_260.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Lee20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeKSKBLC20,
author = {Youngnam Lee and
Byungsoo Kim and
Dongmin Shin and
JungHoon Kim and
Jineon Baek and
Jinhwan Lee and
Youngduck Choi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Prescribing Deep Attentive Score Prediction Attracts Improved Student
Engagement},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_84.pdf},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeKSKBLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiDYL20,
author = {Hang Li and
Wenbiao Ding and
Songfan Yang and
Zitao Liu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Identifying At-Risk {K-12} Students in Multimodal Online Environments:
{A} Machine Learning Approach},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_46.pdf},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiDYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiP20,
author = {Tiffany Wenting Li and
Luc Paquette},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Erroneous Answers Categorization for Sketching Questions in Spatial
Visualization Training},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_151.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiYSSWR20,
author = {Zhaobin Li and
Luna Yee and
Nathaniel Sauerberg and
Irene Sakson and
Joseph Jay Williams and
Anna N. Rafferty},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Getting too personal(ized): The importance of feature choice in online
adaptive algorithms},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_124.pdf},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/LiYSSWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LohCH20,
author = {Hyunbin Loh and
Piljae Chae and
Chanyou Hwang},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Data Efficient Educational Assessment via Multi-Dimensional Pairwise
Comparisons},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_91.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LohCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LytleCDMBWB20,
author = {Nicholas Lytle and
Veronica Catet{\'{e}} and
Yihuan Dong},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Data-Driven Approaches for Exploring the Effects of Teacher Instruction
on Student Programming Behaviors},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LytleCDMBWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaTK20,
author = {Boxuan Ma and
Yuta Taniguchi and
Shin'ichi Konomi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Course Recommendation for University Environment},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_90.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaharjanK20,
author = {Salil Maharjan and
Amruth Kumar},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Analyzing Parsons Puzzle Solutions using Modified Levenshtein's Algorithm},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaharjanK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaharjanK20a,
author = {Salil Maharjan and
Amruth Kumar},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Using Edit Distance Trails to Analyze Path Solutions of Parsons Puzzles},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_163.pdf},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaharjanK20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MallavarapuL20,
author = {Aditi Mallavarapu and
Leilah Lyons},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Exploration Maps, Beyond Top Scores: Designing Formative Feedback
for Open-Ended Problems},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_250.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MallavarapuL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ManiktalaBC20,
author = {Mehak Maniktala and
Tiffany Barnes and
Min Chi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Extending the Hint Factory: Towards Modelling Productivity for Open-ended
Problem-solving},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_257.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ManiktalaBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaoMPBC20,
author = {Ye Mao and
Samiha Marwan and
Thomas W. Price and
Tiffany Barnes and
Min Chi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {What Time is It? Student Modeling Needs to Know},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_126.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaoMPBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MarwanPCB20,
author = {Samiha Marwan and
Thomas W. Price and
Min Chi and
Tiffany Barnes},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Immediate Data-Driven Positive Feedback Increases Engagement on Programming
Homework for Novices},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MarwanPCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MbouzaoDS20,
author = {Boniface Mbouzao and
Michel C. Desmarais and
Ian Shrier},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Methodology to measure of similarity in student video sequence of
interactions},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_3.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MbouzaoDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBroomKY20,
author = {Jessica McBroom and
Irena Koprinska and
Kalina Yacef},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {How Does Student Behaviour Change Approaching Dropout? {A} Study of
Gender and School Year Differences},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_245.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McBroomKY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBroomYK20,
author = {Jessica McBroom and
Kalina Yacef and
Irena Koprinska},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Scalability in Online Computer Programming Education: Automated Techniques
for Feedback, Evaluation and Equity},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_252.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McBroomYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McGill20,
author = {Monica M. McGill},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Incorporating REDCap for Data Collection of {K-12} {CS} Education
Research},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/short1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McGill20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MiaoDL20,
author = {Dezhuang Miao and
Yu Dong and
Xuesong Lu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {{PIPE:} Predicting Logical Programming Errors in Programming Exercises},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_38.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MiaoDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MoraesP20,
author = {Laura Oliveira Moraes and
Carlos Eduardo Pedreira},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Designing an Intelligent Tutoring System Across Multiple Classes},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/short2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MoraesP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorenoNEMBL20,
author = {Leonardo Moreno and
Mat{\'{\i}}as N{\'{u}}{\~{n}}ez and
Cecilia Emery and
In{\'{e}}s M{\'{e}}ndez and
Elisa Borba and
Eliana Luci{\'{a}}n},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Incidence of teacher curricular emphasis in reading achievement of
Uruguayan ninth-grade students},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_32.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorenoNEMBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MuJB20,
author = {Tong Mu and
Andrea Jetten and
Emma Brunskill},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Towards Suggesting Actionable Interventions for Wheel Spinning Students},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_201.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MuJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NguyenHSM20,
author = {Huy Anh Nguyen and
Xinying Hou and
John C. Stamper and
Bruce M. McLaren},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Moving beyond Test Scores: Analyzing the Effectiveness of a Digital
Learning Game through Learning Analytics},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_182.pdf},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/NguyenHSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NguyenPBL20,
author = {Quan Nguyen and
Oleksandra Poquet and
Christopher Brooks and
Warren Li},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Exploring homophily in demographics and academic performance using
spatial-temporal student networks},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_170.pdf},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NguyenPBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Pankiewicz20,
author = {Maciej Pankiewicz},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Measuring task difficulty for online learning environments where multiple
attempts are allowed - the Elo rating algorithm approach},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_204.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Pankiewicz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ParsaG20,
author = {Mohammad S. Parsa and
Lukasz Golab},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Social Media Mining to Understand the Impact of Co-operative Education
on Mental Health},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_71.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ParsaG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PiechBD20,
author = {Chris Piech and
Engin Bumbacher and
Richard Lee Davis},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Measuring Ability-to-Learn Using Parametric Learning Gain Functions},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_226.pdf},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/PiechBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PoulsenA020,
author = {Seth Poulsen and
Carolyn J. Anderson and
Matthew West},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {The Relationship Between Course Scheduling and Student Performance},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PoulsenA020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PrystawskiNPW20,
author = {Ben Prystawski and
Jacob Nogas and
Andrew Petersen and
Joseph Jay Williams},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Improving Short and Long-term Learning in an Online Homework System},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PrystawskiNPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SalesP20,
author = {Adam Sales and
John Pane},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {The effect of teachers reassigning students to new Cognitive Tutor
sections},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_111.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SalesP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SanyalBP20,
author = {Debopam Sanyal and
Nigel Bosch and
Luc Paquette},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Feature Selection Metrics: Similarities, Differences, and Characteristics
of the Selected Models},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_61.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SanyalBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SeidelRW20,
author = {Niels Seidel and
Christian Moritz Rieger and
Tobias Walle},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Semantic Textual Similarity of Course Materials at a Distance-Learning
University},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SeidelRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SergentBC20,
author = {Thomas Sergent and
Fran{\c{c}}ois Bouchet and
Thibault Carron},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Towards Temporality-Sensitive Recurrent Neural Networks through Enriched
Traces},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_242.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SergentBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShabrinaMCPB20,
author = {Preya Shabrina and
Samiha Marwan and
Min Chi and
Thomas W. Price and
Tiffany Barnes},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {The Impact of Data-driven Positive Programming Feedback: When it Helps,
What Happens when it Goes Wrong, and How Students Respond},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShabrinaMCPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShimmeiM20,
author = {Machi Shimmei and
Noboru Matsuda},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Learning a Policy Primes Quality Control: Towards Evidence-Based Automation
of Learning Engineering},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_56.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShimmeiM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SingelmannVSSPE20,
author = {Lauren Singelmann and
Enrique Alvarez Vazquez and
Ellen Swartz and
Ryan Striker and
Mary Pearson and
Dan Ewert},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Predicting and Understanding Success in an Innovation-Based Learning
Course},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_92.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SingelmannVSSPE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sivaneasharajah20,
author = {Lavendini Sivaneasharajah and
Katrina Falkner and
Thushari Atapattu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Linguistic Changes across Different User Roles in MOOCs: What do they
tell us?},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_181.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sivaneasharajah20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sivaneasharajah20a,
author = {Lavendini Sivaneasharajah and
Katrina Falkner and
Thushari Atapattu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Investigating Students' Learning in Online Learning Environment},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_265.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sivaneasharajah20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Slater0W20,
author = {Stefan Slater and
Ryan Baker and
Yeyu Wang},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Iterative Feature Engineering Through Text Replays of Model Error},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_141.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Slater0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SodokeNDT20,
author = {Komi Sodok{\'{e}} and
Roger Nkambou and
Aude Dufresne and
Issam Tanoubi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Toward a deep convolutional {LSTM} for eye gaze spatiotemporal data
sequence classification},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_40.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SodokeNDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SonkarLWGB20,
author = {Shashank Sonkar and
Andrew S. Lan and
Andrew E. Waters and
Phillip Grimaldi and
Richard G. Baraniuk},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {qDKT: Question-centric Deep Knowledge Tracing},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_35.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SonkarLWGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Teodorescu20,
author = {Oana Maria Teodorescu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Building Test Recommender Systems for e-Learning Systems},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_240.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Teodorescu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ThakerZHB20,
author = {Khushboo Thaker and
Lei Zhang and
Daqing He and
Peter Brusilovsky},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Recommending Remedial Readings Using Student's Knowledge state},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_39.pdf},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ThakerZHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TriratNY20,
author = {Patara Trirat and
Sakonporn Noree and
Mun Yong Yi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {IntelliMOOC: Intelligent Online Learning Framework for {MOOC} Platforms},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_237.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TriratNY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ValdiviejasB20,
author = {Hannah Valdiviejas and
Nigel Bosch},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Using Association Rule Mining to Uncover Rarely Occurring Relationships
in Two University Online {STEM} Courses: {A} Comparative Analysis},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_225.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ValdiviejasB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WampflerES020,
author = {Rafael Wampfler and
Andreas Emch and
Barbara Solenthaler and
Markus Gross},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Image Reconstruction of Tablet Front Camera Recordings in Educational
Settings},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_43.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WampflerES020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WanCAM20,
author = {Qian Wan and
Scott A. Crossley and
Laura K. Allen and
Danielle S. McNamara},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Claim Detection and Relationship with Writing Quality},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_34.pdf},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/WanCAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangRSMMBP20,
author = {Wengran Wang and
Yudong Rao and
Yang Shi and
Alexandra Milliken and
Chris Martens and
Tiffany Barnes and
Thomas W. Price},
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Comparing Feature Engineering Approaches to Predict Complex Programming
Behaviors},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/paper12.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/WangRSMMBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangZMM020,
author = {Shengni Wang and
Yuxin Zhao and
Wei Ma and
Zhenjun Ma and
Ryan Baker},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {The Results of Zone of Proximal Development on Learning Outcome},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_115.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangZMM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WarnesKS20,
author = {Zachary Warnes and
Magnus Kinder and
Evgueni N. Smirnov},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Course Recommender Systems with Statistical Confidence},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_103.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WarnesKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WidjajaWTGL20,
author = {Audrey Tedja Widjaja and
Lei Wang and
Nghia Trong Truong and
Aldy Gunawan and
Ee{-}Peng Lim},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Next-Term Grade Prediction: {A} Machine Learning Approach},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_97.pdf},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WidjajaWTGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WuDDPG20,
author = {Mike Wu and
Richard Lee Davis and
Benjamin W. Domingue and
Chris Piech and
Noah D. Goodman},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Variational Item Response Theory: Fast, Accurate, and Expressive},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_22.pdf},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/WuDDPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/X20,
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Preface},
booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734/preface.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XiaoZJAYDQG20,
author = {Yunkai Xiao and
Gabriel Zingle and
Qinjin Jia and
Shoaib Akbar and
Song Yang and
Muyao Dong and
Li Qi and
Edward F. Gehringer},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Problem detection in peer assessments between subjects by effective
transfer learning and active learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_166.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XiaoZJAYDQG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XiaoZJSZLKZSJBP20,
author = {Yunkai Xiao and
Gabriel Zingle and
Qinjin Jia and
Harsh R. Shah and
Yi Zhang and
Tianyi Li and
Mohsin Karovaliya and
Weixiang Zhao and
Yang Song and
Jie Ji and
Ashwin Balasubramaniam and
Harshit Patel and
Priyankha Bhalasubbramanian and
Vikram Patel and
Edward F. Gehringer},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Detecting Problem Statements in Peer Assessments},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_164.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/XiaoZJSZLKZSJBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XieGL20,
author = {Tao Xie and
Chaohua Gong and
Geping Liu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {An Empirical Analysis of Skewed Temporal Data for Distribution-based
Course Similarity},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_51.pdf},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XieGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuD20,
author = {Liangbei Xu and
Mark A. Davenport},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Dynamic Knowledge Embedding and Tracing},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_79.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Xue20,
author = {Kang Xue},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Semi-supervised Learning Method for Adjusting Biased Item Difficulty
Estimates Caused by Nonignorable Missingness under 2PL-IRT Model},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_217.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Xue20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XueL20,
author = {Linting Xue and
Collin F. Lynch},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Incorporating Task-specific Features into Deep Models to Classify
Argument Components},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_130.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XueL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yacobson20,
author = {Elad Yacobson},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Crowd-sourcing and Automatic Generation of Semantic Information in
Blended-Learning Environments},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_247.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yacobson20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YangZTAC20,
author = {Xi Yang and
Guojing Zhou and
Michelle Taub and
Roger Azevedo and
Min Chi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Student Subtyping via EM-Inverse Reinforcement Learning},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_149.pdf},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/YangZTAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YaoSF20,
author = {Mengfan Yao and
Shaghayegh Sahebi and
Reza Feyzi{-}Behnagh},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Analyzing Student Procrastination in MOOCs: {A} Multivariate Hawkes
Approach},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_165.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YaoSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YuLFDX20,
author = {Renzhe Yu and
Qiujie Li and
Christian Fischer and
Shayan Doroudi and
Di Xu},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Towards Accurate and Fair Prediction of College Success: Evaluating
Different Sources of Student Data},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_194.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YuLFDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZehnerHEDBAH20,
author = {Fabian Zehner and
Scott Harrison and
Beate Eichmann and
Tobias Deribo and
Daniel Bengs and
Nico Andersen and
Carolin Hahnel},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {The {NAEP} {EDM} Competition: Theory-Driven Psychometrics and Machine
Learning for Predictions Based on Log Data},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_118.pdf},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZehnerHEDBAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangP20,
author = {Yingbin Zhang and
Luc Paquette},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {An effect-size-based temporal interestingness metric for sequential
pattern mining},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_244.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoLDB20,
author = {Yijun Zhao and
Bryan Lackaye and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {A Quantitative Machine Learning Approach to Master Students Admission
for Professional Institutions},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_209.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhaoLDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoWS20,
author = {Siqian Zhao and
Chunpai Wang and
Shaghayegh Sahebi},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Modeling Knowledge Acquisition from Multiple Learning Resource Types},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_142.pdf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhaoWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoXCW20,
author = {Yijun Zhao and
Qiangwen Xu and
Ming Chen and
Gary Weiss},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Predicting Student Performance in a Master's Program in Data Science
using Admissions Data},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_27.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhaoXCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2019w,
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2592},
urn = {urn:nbn:de:0074-2592-2},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2020,
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/edm2020/proceedings/},
isbn = {978-1-7336736-1-7},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2020cs,
editor = {Thomas W. Price and
Peter Brusilovsky and
Sharon I{-}Han Hsiao and
Ken Koedinger and
Yang Shi},
title = {Proceedings of 4th Educational Data Mining in Computer Science Education
{(CSEDM)} Workshop co-located with the 13th Educational Data Mining
Conference {(EDM} 2020), Virtual Event, July 10, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2734},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2734},
urn = {urn:nbn:de:0074-2734-0},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2020cs.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AbdiKSG19,
author = {Solmaz Abdi and
Hassan Khosravi and
Shazia W. Sadiq and
Dragan Gasevic},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Multivariate ELO-based Learner Model for Adaptive Educational Systems},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/16LnBRkTgL13qDK8V\_I1a5SYmfQXLnZJ3},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AbdiKSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AguerrebereBCGK19,
author = {Cecilia Aguerrebere and
Monica Bulger and
Crist{\'{o}}bal Cobo and
Sof{\'{\i}}a Garc{\'{\i}}a and
Gabriela Kaplan and
Jacob Whitehill},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {How Should Online Teachers of English as a Foreign Language {(EFL)}
Write Feedback to Students?},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1l3fcZX\_UU41f0gLQaOJYrHLGkokktxtE},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AguerrebereBCGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AiCGZWFW19,
author = {Fangzhe Ai and
Yishuai Chen and
Yuchun Guo and
Yongxiang Zhao and
Zhenzhu Wang and
Guowei Fu and
Guangyan Wang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Concept-Aware Deep Knowledge Tracing and Exercise Recommendation in
an Online Learning System},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1VuiB9KKNSnHlHR09Vdt33gRpNMOe42NS},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AiCGZWFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlexandronVP19,
author = {Giora Alexandron and
Jos{\'{e}} A. Ruip{\'{e}}rez Valiente and
David E. Pritchard},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Towards a General Purpose Anomaly Detection Method to Identify Cheaters
in Massive Open Online Courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1rJMsZ0FrbQnGXpmSUQF8qtBHU0bPMkYH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlexandronVP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndersonBB19,
author = {Henry Anderson and
Afshan Boodhwani and
Ryan S. Baker},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Assessing the Fairness of Graduation Predictions},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1\_ejUzTUC0zFRWdPv2Mis9Z-Js7jZs0lU},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AndersonBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Andres-BrayOB19,
author = {Juan Miguel L. Andres{-}Bray and
Jaclyn L. Ocumpaugh and
Ryan S. Baker},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Hello? Who is posting, who is answering, and who is succeeding in
Massive Open Online Courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/17FPfy9oRfeVlzZPnOGl5BrneTkFJB93t},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Andres-BrayOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AngertS19,
author = {Tyler Angert and
Bertrand Schneider},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Augmenting Transcripts with Natural Language Processing and Multimodal
Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1-zHVnYar3\_yfY1PChs50b6u8i3rEQ9JZ},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AngertS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ArthursSKP19,
author = {Noah Arthurs and
Ben Stenhaug and
Sergey Karayev and
Chris Piech},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Grades are not Normal: Improving Exam Score Models Using the Logit-Normal
Distribution},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1y5l5tTqnk2LOtgF4qmo390R-rZHBM7lC},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ArthursSKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AskinadzeC19,
author = {Alexander Askinadze and
Stefan Conrad},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Predicting Student Dropout in Higher Education Based on Previous Exam
Results},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1I0JAx8BFI2B66r9KlW0xTFIlAf2KyybC},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AskinadzeC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AulckNVBW19,
author = {Lovenoor S. Aulck and
Dev Nambi and
Nishant Velagapudi and
Joshua Blumenstock and
Jevin West},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Mining University Registrar Records to Predict First-Year Undergraduate
Attrition},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1nN20xjs0Q7WMZ9W0h0IJ\_-xdiNQ-E\_Po},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AulckNVBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AusinABC19,
author = {Markel Sanz Ausin and
Hamoon Azizsoltani and
Tiffany Barnes and
Min Chi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Leveraging Deep Reinforcement Learning for Pedagogical Policy Induction
in an Intelligent Tutoring System},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1XPyyAUCUBT1VKYGQ4-hTWZfF0hytzxIV},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AusinABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BahargamLT19,
author = {Sanaz Bahargam and
Theodoros Lappas and
Evimaria Terzi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {The Guided Team-Partitioning Problem: Definition, Complexity, and
Algorithm},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1hCYIHiOmli15\_gw6-DoL5wLQLtmPzGJi},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BahargamLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BanjadeR19,
author = {Rajendra Banjade and
Vasile Rus},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Assessing Student Response in Tutorial Dialogue Context using Probabilistic
Soft Logic},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1pT0Da9g8q8Thp15DuWvL6M2ofhyU0Quc},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BanjadeR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BotelhoBH19,
author = {Anthony F. Botelho and
Ryan S. Baker and
Neil T. Heffernan},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Machine-Learned or Expert-Engineered Features? Exploring Feature Engineering
Methods in Detectors of Student Behavior and Affect},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1LTwJ1efdV8Zzt7baQdFldARLS61y75v1},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BotelhoBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoulangerK19,
author = {David Boulanger and
Vivekanandan Kumar},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Shedding Light on the Automated Essay Scoring Process},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1R6lT06VKlxz0PnMi9FWRk7BE8zX52lyA},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoulangerK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoumiV19,
author = {Shahab Boumi and
Adan Vela},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Application of Hidden Markov Models to quantify the impact of enrollment
patterns on student performance},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1uBpSsKIuxXy93HGLip3g-O1c6OzNVFEh},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoumiV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BroisinH19,
author = {Julien Broisin and
Cl{\'{e}}ment H{\'{e}}rouard},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Design and evaluation of a semantic indicator for automatically supporting
programming learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1EaWIuJgoq-4Yn3QMXmR2wrlihiybe\_XD},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BroisinH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaoPB19,
author = {Meng Cao and
Philip I. Pavlik Jr. and
Gavin M. Bidelman},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Incorporating Prior Practice Difficulty into Performance Factor Analysis
to Model Mandarin Tone Learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1W8vZsbb9yo8qcHaiocMVDqpYW3QXQAtf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaoPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenGD19,
author = {Lujie Chen and
Eva Gjekmarkaj and
Artur Dubrawski},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Parent as a Companion for Solving Challenging Math Problems: Insights
from Multi-modal Observational Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1i0PDArhUR1N70XOiNkIKOOORcLX5NTOR},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenLFG19,
author = {Guanliang Chen and
David Lang and
Rafael Ferreira and
Dragan Gasevic},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Predictors of Student Satisfaction: {A} Large-scale Study of Human-Human
Online Tutorial Dialogues},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1XdQhaMC-Bke9fmjdArR\_n9tm548Er8Md},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/ChenLFG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChoffinPBV19,
author = {Beno{\^{\i}}t Choffin and
Fabrice Popineau and
Yolaine Bourda and
Jill{-}J{\^{e}}nn Vie},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {{DAS3H:} Modeling Student Learning and Forgetting for Optimally Scheduling
Distributed Practice of Skills},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1V1hHNWPn5ZNSmnXUcGG03FVL6A92c127},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChoffinPBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChopraKMG19,
author = {Shivangi Chopra and
Abeer Khan and
Melicaalsadat Mirsafian and
Lukasz Golab},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Gender Differences in Work-Integrated Learning Assessments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1W78yWFprzoQmazdrO1JArD6zZ8FhJt3F},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChopraKMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChristieJOT19,
author = {S. Thomas Christie and
Daniel C. Jarratt and
Lukas A. Olson and
Taavi T. Taijala},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Machine-Learned School Dropout Early Warning at Scale},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/10YFgfS30ZOORLQcIqBPvpcWPsTcrxO-6},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChristieJOT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ColemanBS19,
author = {Chad Coleman and
Ryan S. Baker and
Shonte Stephenson},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Better Cold-Start for Early Prediction of Student At-Risk Status
in New School Districts},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1AzSbyitarZzLW257RuQON6xCu5VAzoca},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ColemanBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DangK19,
author = {Steven Dang and
Ken Koedinger},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Exploring the Link Between Motivations and Gaming},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1wpM7QCgWsVw7xOpYBVs2vRwy3qFbXePc},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DangK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DavisRF19,
author = {Andr{\'{e}}a K. Davis and
Yun Jin Rho and
Daniel Furr},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Individual Differences in Student Learning Aid Usage},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1xepO2xaOpVE6WjmFl7xMwy-b\_oBJtmxS},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DavisRF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DavisWY19,
author = {Glenn M. Davis and
Cindy Wang and
Christina Yuan},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {N-gram Graphs for Topic Extraction in Educational Forums},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1JLEtMJkJJxZCLtfXe79FvKku-Gqb8TTQ},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DavisWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DicklerLG19,
author = {Rachel Dickler and
Haiying Li and
Janice D. Gobert},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Data-Driven Approach for Automated Assessment of Scientific Explanations
in Science Inquiry},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1z2zyvAcIEF7HfTAC4YzUN662VpFTXfuP},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DicklerLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DingL19,
author = {Xinyi Ding and
Eric C. Larson},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Why Deep Knowledge Tracing has less Depth than Anticipated},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/100Ki5QvfrkeJidVY2i1LG45nIFpl3YwG},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DingL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoanS19,
author = {Thanh{-}Nam Doan and
Shaghayegh Sahebi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Rank-Based Tensor Factorization for Student Performance Prediction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1XktyS3PjoV1K1e\_azBMOsSvE8CSV9cvK},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DongYP19,
author = {Matthew Dong and
Run Yu and
Zachary A. Pardos},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Design and Deployment of a Better University Course Search: Inferring
Latent Keywords from Enrollments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1cWr5mNOr78R0PyyjxjSR-mlU8-8YXOp2},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DongYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DormezilKR19,
author = {Stevens Dormezil and
Taghi M. Khoshgoftaar and
Federica Robinson{-}Bryant},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Differentiating between Educational Data Mining and Learning Analytics:
{A} Bibliometric Approach},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {17--22},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/short1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/DormezilKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EmersonSSRMWMBL19,
author = {Andrew Emerson and
Andy Smith and
Cody Smith and
Fernando J. Rodr{\'{\i}}guez and
Wookhee Min and
Eric N. Wiebe and
Bradford W. Mott and
Kristy Elizabeth Boyer and
James C. Lester},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Predicting Early and Often: Predictive Student Modeling for Block-Based
Programming Environments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1KKFda8g1g1F8Q5iT07fT5fLZPoxRsWYW},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EmersonSSRMWMBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EmondV19,
author = {Bruno Emond and
Julio J. Vald{\'{e}}s},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Visualizing Learning Performance Data and Model Predictions as Objects
in a 3D Space},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1UpBeLfdE3Hi6U2jNi9OkSBYSehgRuPzR},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EmondV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FlemmingSMCS19,
author = {Rory Flemming and
Emmanuel Schm{\"{u}}ck and
Dominic Mussack and
Pedro Cardoso{-}Leite and
Paul Schrater},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A generalizable performance evaluation model of driving games via
risk-weighted trajectories},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/16y9M4hYnpJbL8mToth0vqLYIYRmkaGte},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FlemmingSMCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Furr19,
author = {Daniel Furr},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Visualization and clustering of learner pathways in an interactive
online learning environment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1gBTaqMYpzgC18xmyWani6-e38WC4e8b4},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Furr19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GagnonHS19,
author = {David J. Gagnon and
Erik Harpstead and
Stefan Slater},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Comparison of Off the Shelf Data Mining Methodologies in Educational
Game Analytics},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {38--43},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GagnonHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GagnonLBD19,
author = {Vincent Gagnon and
Audrey Labrie and
Sameer Bhatnagar and
Michel C. Desmarais},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Filtering non-relevant short answers in peer learning applications},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1o2Tx2Be7B8x-0-mpSoQhyP8uU-vLWASN},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GagnonLBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GardnerYBB19,
author = {Josh Gardner and
Yuming Yang and
Ryan S. Baker and
Christopher Brooks},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Modeling and Experimental Design for {MOOC} Dropout Prediction: {A}
Replication Perspective},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1woMrJVF69dVUiZH2cbPmBA5rlNtjgQqo},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GardnerYBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GitinabardBHL19,
author = {Niki Gitinabard and
Tiffany Barnes and
Sarah Heckman and
Collin F. Lynch},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {What will you do next? {A} sequence analysis on the student transitions
between online platforms in blended courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1dzAi40wvfQox-rzLFJ\_2SSAwXJsUO2UQ},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GitinabardBHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GruverMCPSP19,
author = {Nate Gruver and
Ali Malik and
Brahm Capoor and
Chris Piech and
Mitchell L. Stevens and
Andreas Paepcke},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Using Latent Variable Models to Observe Academic Pathways},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/19XV\_\_PLwsLBi4QMN2qmmDKMyA0RPeSlD},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GruverMCPSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuoB19,
author = {Zhang Guo and
Roghayeh Barmaki},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Collaboration Analysis Using Object Detection},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1QfElacI-Yk5JjFUiQ3WKaG\_Qdbppycwo},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuoB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuthrieC19,
author = {Matthew W. Guthrie and
Zhongzhou Chen},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Adding duration-based quality labels to learning events for improved
description of students' online learning behavior},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1BcGNh6-V7GbZqb\_RHUi89\_BfCiJdKFXC},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuthrieC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HanWJZZ19,
author = {Yong Han and
Wenjun Wu and
Suozhao Ji and
Lijun Zhang and
Hui Zhang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Human-Machine Hybrid Peer Grading Framework for SPOCs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1i9CwPT3mmMrsQH-yweq2t6lyCn5tWrNm},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HanWJZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HansenHAL19,
author = {Christian Hansen and
Casper Hansen and
Stephen Alstrup and
Christina Lioma},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Modelling End-of-Session Actions in Educational Systems},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1m6bHH4zJYnyC2EGr2dioFeSlEnhust5v},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HansenHAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HarmonW19,
author = {Jon Harmon and
Rasil Warnakulasooriya},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Measuring Item Teaching Value in an Online Learning Environment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1tqF-0rvbkGRvR6YQXyEIjsH3KkBFuW34},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HarmonW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HarrakBL19,
author = {Fatima Harrak and
Fran{\c{c}}ois Bouchet and
Vanda Luengo},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Categorizing students' questions using an ensemble hybrid approach},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1rJ50ShX0xSSdshsp1mNhzuupeueirQbS},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HarrakBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HarrakBLB19,
author = {Fatima Harrak and
Fran{\c{c}}ois Bouchet and
Vanda Luengo and
R{\'{e}}mi Bachelet},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Automatic identification of questions in {MOOC} forums and association
with self-regulated learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1-04JO96W-YrYw0\_ozjh5e3LncpgyiBIx},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HarrakBLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HarredCMSBL19,
author = {Rachel Harred and
Christa Cody and
Mehak Maniktala and
Preya Shabrina and
Tiffany Barnes and
Collin F. Lynch},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {How Long is Enough? Predicting Student Outcomes with Same-Day Gameplay
Data in an Educational Math Game},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {60--68},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HarredCMSBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HendersonRML19,
author = {Nathan L. Henderson and
Jonathan P. Rowe and
Bradford W. Mott and
James C. Lester},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Sensor-based Data Fusion for Multimodal Affect Detection in Game-based
Learning Environments},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {44--50},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HendersonRML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HicksCL19,
author = {Juanita Hicks and
Ruhan Circi and
Mengyi (Elaine) Li},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Students' Use of Support Functions in DBAs: Analysis of {NAEP} Grade
8 Mathematics Process Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1N6O-XV8LG8GHnI9yw0K7uhBU36DpZAMF},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HicksCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HowlinD19,
author = {Colm P. Howlin and
Charles D. Dziuban},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Detecting Outlier Behaviors in Student Progress Trajectories Using
a Repeated Fuzzy Clustering Approach},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1C8OMM2\_TeIoQxuEKQ-RgHhf75TCXJgst},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HowlinD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuR19,
author = {Qian Hu and
Huzefa Rangwala},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Academic Performance Estimation with Attention-based Graph Convolutional
Networks},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1YeWcyFHbsQkVSQWGHI7P6I8ZzyXcxebB},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuangBS19,
author = {Karina Huang and
Tonya Bryant and
Bertrand Schneider},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Identifying Collaborative Learning States Using Unsupervised Machine
Learning on Eye-Tracking, Physiological and Motion Sensor Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1YK6vWjFExoJF1QM3ExcuxV4\_oWjE\_Nct},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuangBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttGDD19,
author = {Stephen Hutt and
Margo Gardner and
Angela Lee Duckworth and
Sidney K. D'Mello},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Evaluating Fairness and Generalizability in Models Predicting On-Time
Graduation from College Applications},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1wHGoZdbmivvKEOtYcLU2ugDOxxkjjBkZ},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuttGDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ikeda19,
author = {Mizuho Ikeda},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Learning Feature Analysis for Quality Improvement of Web-Based Teaching
Materials Using Mouse Cursor Tracking},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1zCga3IJfKTH44S1-ZbjjaVGji-f0lx-S},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ikeda19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JacobsenS19,
author = {Anik Jacobsen and
Gerasimos Spanakis},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {It's a Match! Reciprocal Recommender System for Graduating Students
and Jobs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/12dWZTARE\_CCrH0TgUs9hbnHjU0E1pcfE},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JacobsenS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JayaramanGG19,
author = {J. D. Jayaraman and
Sue Gerber and
Julian Garcia},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Supporting Minority Student Success by using Machine Learning to Identify
At-Risk Students},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1kW64eTAM7rJHX8HKtPq6uyrrb6G4B5bS},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JayaramanGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JensenHD19,
author = {Emily Jensen and
Stephen Hutt and
Sidney K. D'Mello},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Generalizability of Sensor-Free Affect Detection Models in a Longitudinal
Dataset of Tens of Thousands of Students},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/19MVIAoCvFGb2rCUZyb5r4IdD0HAHLfEH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JensenHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JeonSBLR19,
author = {Byungsoo Jeon and
Eyal Shafran and
Luke Breitfeller and
Jason Levin and
Carolyn P. Ros{\'{e}}},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Time-series Insights into the Process of Passing or Failing Online
University Courses using Neural-Induced Interpretable Student States},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1oWCptAcyWxv-QSrOQgL-9ShMNJimWTuu},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/JeonSBLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangIDLW19,
author = {Han Jiang and
Matthew Iandoli and
Steven Van Dessel and
Shichao Liu and
Jacob Whitehill},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Measuring students' thermal comfort and its impact on learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1FLEdebj8dcFizWUYmpE2ReA\_al\_IK6Od},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangIDLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangP19,
author = {Nan Jiang and
Zachary A. Pardos},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Binary Q-matrix Learning with dAFM},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/10eRJeWcebShN34Md72WtNfNVkp79Nqbi},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JoYKL19,
author = {Jaechoon Jo and
YeongWook Yang and
Gyeongmin Kim and
Heuiseok Lim},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Comparative Analysis of Emotional Words for Learning Effectiveness
in Online Education},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1bagkbQ6R0st3yFNitLkWQQBQGCVAjZU9},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JoYKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JuSABC19,
author = {Song Ju and
Shitian Shen and
Hamoon Azizsoltani and
Tiffany Barnes and
Min Chi},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Importance Sampling to Identify Empirically Valid Policies and their
Critical Decisions},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {69--78},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JuSABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JuZABC19,
author = {Song Ju and
Guojing Zhou and
Hamoon Azizsoltani and
Tiffany Barnes and
Min Chi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Identifying Critical Pedagogical Decisions through Adversarial Deep
Reinforcement Learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1eLpUmNLatJ5ebsQNcT2Wbdf9N\_pioBI7},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JuZABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KangAYL19,
author = {Jina Kang and
Dongwook An and
Lili Yan and
Min Liu},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Collaborative Problem-Solving Process in {A} Science Serious Game:
Exploring Group Action Similarity Trajectory},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1c0fqKYnJ5BG3C14nfYYU20oaK-91o1G6},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KangAYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahOB19,
author = {Shamya Karumbaiah and
Jaclyn Ocumpaugh and
Ryan S. Baker},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {The Influence of School Demographics on the Relationship Between Students'
Help-Seeking Behavior and Performance and Motivational Measures},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/10xIIwNhanETBzZjuupDkRmqZlnjL4YBb},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarumbaiahOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaserS19,
author = {Tanja K{\"{a}}ser and
Daniel L. Schwartz},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Exploring Neural Network Models for the Classification of Students
in Highly Interactive Environments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/17KXUcwYUSmPnUtyYwQ51jF1OhVDNZAgc},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KaserS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KhayiR19,
author = {Nisrine Ait Khayi and
Vasile Rus},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Clustering Students Based on Their Prior Knowledge},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1-EYuVJKe8vVWD-9h-NaTWbRPJZrlIRvG},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KhayiR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KolbFP19,
author = {John Kolb and
Scott Farrar and
Zachary A. Pardos},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Generalizing Expert Misconception Diagnoses Through Common Wrong Answer
Embedding},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1WdyJLVSlGs1cPAhuxx13rFDqzc\_qDrZ0},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KolbFP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KraussMA19,
author = {Christopher Krauss and
Agathe Merceron and
Stefan Arbanowski},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Smart Learning Object Recommendations based on Time-Dependent Learning
Need Models},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1\_4h90rbQhpMry73vfCPQSvnjtSgqyMmy},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KraussMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LevyHTESGCT19,
author = {Ben Levy and
Arnon Hershkovitz and
Odelia Tzayada and
Orit Ezra and
Avi Segal and
Kobi Gal and
Anat Cohen and
Michal Tabach},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Teacher vs. Algorithm: Double-blind experiment of content sequencing
in mathematics},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1ujaKYuXf3zs\_LtwBGNpD89Wx35V\_n\_PZ},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LevyHTESGCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiangYZPG19,
author = {Chen Liang and
Jianbo Ye and
Han Zhao and
Bart Pursel and
C. Lee Giles},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Active Learning of Strict Partial Orders: {A} Case Study on Concept
Prerequisite Relations},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1fX5UybLE9Fgl1Nm9rdHNI7XZXYbfIemt},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiangYZPG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LorenzenHA19,
author = {Stephan Lorenzen and
Niklas Hjuler and
Stephen Alstrup},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Investigating Writing Style Development in High School},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/18y57dL9Mb7I72GXo7pbbO5-YwHCCPenp},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LorenzenHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ma19,
author = {Boxuan Ma},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Design of an Elective Course Recommendation System for University
Environment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1mc6-f3mNHJzCGjNro9TwW4Smyge6NBer},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ma19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MalekianBKBN19,
author = {Donia Malekian and
James Bailey and
Gregor E. Kennedy and
Paula G. de Barba and
Sadia Nawaz},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Characterising Students' Writing Processes Using Temporal Keystroke
Analysis},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1f2xY-x0\_CqZL4GuJnM2JiMEbdZmcam1\_},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MalekianBKBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MandalapuG19,
author = {Varun Mandalapu and
Jiaqi Gong},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Studying Factors Influencing the Prediction of Student {STEM} and
Non-STEM Career Choice},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1QHpQmyYyGEd9lae4gWtcUGkwZJnkvBFM},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MandalapuG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaoZKPBC19,
author = {Ye Mao and
Rui Zhi and
Farzaneh Khoshnevisan and
Thomas W. Price and
Tiffany Barnes and
Min Chi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {One minute is enough: Early Prediction of Student Success and Event-level
Difficulty during Novice Programming Tasks},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1OZVY\_B0J9isJDtuZEA0yRvAya60XkgH0},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaoZKPBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MbouzaoDS19,
author = {Boniface Mbouzao and
Michel C. Desmarais and
Ian Shrier},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Methodology for Student Video Interaction Patterns Analysis and
Classification},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/130CZcEi3W9WvYHanQ1n6Va3hTpnlmDha},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MbouzaoDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MooreCEZRB19,
author = {Russell Moore and
Andrew Caines and
Mark Elliott and
Ahmed H. Zaidi and
Andrew Rice and
Paula Buttery},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Skills Embeddings: {A} Neural Approach to Multicomponent Representations
of Students and Tasks},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1FHq5YmeQ1D0g3wGoVDIRX4YdODZY7\_Ck},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MooreCEZRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MooreS19,
author = {Steven Moore and
John C. Stamper},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Exploring Expertise through Visualizing Agent Policies and Human Strategies
in Open-Ended Games},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {30--37},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MooreS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorsommeA19,
author = {Rapha{\"{e}}l Morsomme and
Sofia Vazquez Alferez},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Content-based Course Recommender System for Liberal Arts Education},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1hHOcp-HNywSn0DbXAuw2pN-IfB5aUVK4},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorsommeA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorsyK19,
author = {Sara Morsy and
George Karypis},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Neural Attentive Knowledge-based Model for Grade Prediction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1T4ZPauLtzEajxoDIieJ\_k1EjhK1paIld},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorsyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MussackFSC19,
author = {Dominic Mussack and
Rory Flemming and
Paul Schrater and
Pedro Cardoso{-}Leite},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Towards discovering problem similarity through deep learning: combining
problem features and user behavior},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1O51pg2NlInYPZj2fvAJ0sDxFfC1leaAE},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MussackFSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NandaD19,
author = {Gaurav Nanda and
Kerrie Anna Douglas},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Machine Learning Based Decision Support System for Categorizing {MOOC}
Discussion Forum Posts},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1KlrL1QYZzFyj3obsZcQ8il45zQ71vORf},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NandaD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NazaretskyHA19,
author = {Tanya Nazaretsky and
Sara Hershkovitz and
Giora Alexandron},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Kappa Learning: {A} New Item-Similarity Method for Clustering Educational
Items from Response Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/16z1-ONBhnC3OTKdtvGC9Sh1VzCUWVXjh},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NazaretskyHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NguyenSM19,
author = {Huy Anh Nguyen and
John C. Stamper and
Bruce M. McLaren},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Towards Modeling Students' Problem-solving Skills in Non-routine Mathematics
Problems},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1q6EqXIMlb0LP07ZgTQsa4L1zgVVrAevb},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/NguyenSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NguyenWSM19,
author = {Huy Anh Nguyen and
Yeyu Wang and
John C. Stamper and
Bruce M. McLaren},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Using Knowledge Component Modeling to Increase Domain Understanding
in a Digital Learning Game},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1AB8-SH1mvGRmlNkT0QD6OsEPa\_zGhXuf},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/NguyenWSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OliveiraM19,
author = {Mariana S. Oliveira and
Carlos E. Mello},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Identifying bias and underlying knowledge structures in Brazilian
National Exam of Students Performance},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1gREa88NzpDORDZdjVv0nWVaYUwNns1oU},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OliveiraM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OuHSBMM19,
author = {Lu Ou and
Abe D. Hofman and
Vanessa R. Simmering and
Timo Bechger and
Gunter K. J. Maris and
Han L. J. van der Maas},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Modeling person-specific development of math skills in continuous
time: New evidence for mutualism},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1h1Mo\_zvWKQRvH1ZA6nou1DitPFvcLtt3},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OuHSBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OwenRTBJKB19,
author = {V. Elizabeth Owen and
Marie{-}Helene Roy and
K. P. Thai and
Vesper Burnett and
Daniel Jacobs and
Eric Keylor and
Ryan S. Baker},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Detecting Wheel Spinning and Productive Persistence in Educational
Games},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/163wEaxwXix9KOjiq2hIa1SF6Uvxc0uoE},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OwenRTBJKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PandeyK19,
author = {Shalini Pandey and
George Karypis},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Self Attentive model for Knowledge Tracing},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/18d\_X6AXkPMhiHFQ2POarstVbX\_7oMdFM},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PandeyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PigeauAP19,
author = {Antoine Pigeau and
Olivier Aubert and
Yannick Pri{\'{e}}},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Success prediction in MOOCs: {A} case study},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1Zg181UZItOAzBe\_rsZMjYM865OkXdO1O},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PigeauAP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouNK19,
author = {Agoritsa Polyzou and
Athanasios N. Nikolakopoulos and
George Karypis},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Scholars Walk: {A} Markov Chain Framework for Course Recommendation},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1nz3kUwBTIw-LDPz-q9\_D\_MjfW3C0BWNF},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PolyzouNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PraseedaSR19,
author = {Praseeda and
Srinath Srinivasa and
Prasad Ram},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Validating the Myth of Average through Evidences},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1arLXQXknsgQyqVnsdMX1DFh7KEIrWRBl},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PraseedaSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PuWJ19,
author = {Yanjun Pu and
Wenjun Wu and
Tianrui Jiang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {{ATC} Framework: {A} fully Automatic Cognitive Tracing Model for Student
and Educational Contents},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1XFPecqDPNn7OWGvr19KKXKeDONUdZfgm},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PuWJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RabornLM19,
author = {Anthony W. Raborn and
Walter L. Leite and
Katerina M. Marcoulides},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Comparison of Automated Scale Short Form Selection Strategies},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1uNKW-r-eQLFmJglssCkq2rJLUq-aV\_bc},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RabornLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RamirezYCRS19,
author = {Lucia Ramirez and
William Yao and
Edwin Chng and
Iulian Radu and
Bertrand Schneider},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Toward Instrumenting Makerspaces: Using Motion Sensors to Capture
Students' Affective States in Open-Ended Learning Environments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/10m7U7bR8JBO0jGslOUu1aM9pVfXnRURu},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RamirezYCRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Reddick19,
author = {Rachel Reddick},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Using a Glicko-based Algorithm to Measure In-Course Learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/15QIG\_hpxbICQuExflwUMZUOVcN4\_I1ta},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Reddick19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ReillyD19,
author = {Joseph M. Reilly and
Chris Dede},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Exploring Stealth Assessment via Deep Learning in an Open-Ended Virtual
Environment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1pRGAA0C0o\_sfn5xcrgAvyxrkeX1w-kWU},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ReillyD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ReillyS19,
author = {Joseph M. Reilly and
Bertrand Schneider},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Predicting the Quality of Collaborative Problem Solving Through Linguistic
Analysis of Discourse},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1CvvFOlkdJYHWqpPriMbYw09\_ZcKUqcmJ},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ReillyS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RenNLR19,
author = {Zhiyun Ren and
Xia Ning and
Andrew S. Lan and
Huzefa Rangwala},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Grade Prediction Based on Cumulative Knowledge and Co-taken Courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1EcgvJCfFfgX2xkY21aUSE9uwoe-UBEqK},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RenNLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RudzewitzZNKM19,
author = {Bj{\"{o}}rn Rudzewitz and
Ramon Ziai and
Florian Nuxoll and
Kordula De Kuthy and
Detmar Meurers},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Enhancing a Web-based Language Tutoring System with Learning Analytics},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {1--7},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RudzewitzZNKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShaikhMWR19,
author = {Hammad Shaikh and
Arghavan Modiri and
Joseph Jay Williams and
Anna N. Rafferty},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Balancing Student Success and Inferring Personalized Effects in Dynamic
Experiments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1C\_KGCl0PrEuX8dIv9UWszOt9IR176i-M},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShaikhMWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sher19,
author = {Varshita Sher},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Anatomy of mobile learners: Using learning analytics to unveil learning
in presence of mobile devices},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1B56lyuN5WusqncnZzxuGFJVBfMSVIPWA},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sher19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SherHG19,
author = {Varshita Sher and
Marek Hatala and
Dragan Gasevic},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Investigating effects of considering mobile and desktop learning data
on predictive power of learning management system {(LMS)} features
on student success},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/11YgP5LDXZzI6GWjU94o5DhLl9hLzuW0k},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SherHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShilloHG19,
author = {Roi Shillo and
Nicholas Hoernle and
Kobi Gal},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Detecting Creativity in an Open Ended Geometry Environment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1EMdZ1hOiSZZm0Rzu8jU\_OtLjsDuf7MnO},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShilloHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShimadaMTOTK19,
author = {Atsushi Shimada and
Kousuke Mouri and
Yuta Taniguchi and
Hiroaki Ogata and
Rin{-}Ichiro Taniguchi and
Shin'ichi Konomi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Optimizing Assignment of Students to Courses based on Learning Activity
Analytics},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1QtXg6XZv9tBqfOe-znUEiNc\_5l6aOyRM},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShimadaMTOTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SinclairMLLG19,
author = {Arabella Sinclair and
Kate McCurdy and
Christopher G. Lucas and
Adam Lopez and
Dragan Gasevic},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Tutorbot Corpus: Evidence of Human-Agent Verbal Alignment in Second
Language Learner Dialogues},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1zzjquHjxdV-ukvrxjMSEDkRAPJQb6qQ\_},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SinclairMLLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SmeetsBB19,
author = {Roger Smeets and
Francette L. Broekman and
Eric Bouwers},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Affect detection in home-based educational software for young children},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1lV2CQKm1EkcBM-ME46wKGXTBWMw4aPjm},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SmeetsBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StoneDDCKGD19,
author = {Cathlyn Stone and
Patrick J. Donnelly and
Meghan Dale and
Sarah Capello and
Sean Kelly and
Amanda Godley and
Sidney K. D'Mello},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Utterance-level Modeling of Indicators of Engaging Classroom Discourse},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1Ed\_8x-q4LNd9CJdOcsUEIxT6rczqAFK\_},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StoneDDCKGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SunahaseBK19,
author = {Takeru Sunahase and
Yukino Baba and
Hisashi Kashima},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Probabilistic Modeling of Peer Correction and Peer Assessment},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1T9wTZDVZi35QjZRwBX-9pzksIiZw6Jrw},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SunahaseBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SyedCAAC19,
author = {Munira Syed and
Malolan Chetlur and
Shazia Afzal and
G. Alex Ambrose and
Nitesh V. Chawla},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Implicit and Explicit Emotions in MOOCs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1k7yQCtNp0aGFZ4YcXZ4srhj7F7-at5AB},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SyedCAAC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TaniguchiSK19,
author = {Yuta Taniguchi and
Atsushi Shimada and
Shin'ichi Konomi},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Investigating Error Resolution Processes in {C} Programming Exercise
Courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1b3Cpf4mn4r6WhCEo1rpoy-N1rQpXPFO7},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TaniguchiSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TatoND19,
author = {Ange Adrienne Nyamen Tato and
Roger Nkambou and
Aude Dufresne},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Hybrid Deep Neural Networks to Predict Socio-Moral Reasoning Skills},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1aCXyukLqVeuShQSGATRzEeDAk\_Al7bVz},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TatoND19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TodaOSBIC19,
author = {Armando Maciel Toda and
Wilk Oliveira and
Lei Shi and
Ig Ibert Bittencourt and
Seiji Isotani and
Alexandra I. Cristea},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Planning Gamification Strategies based on User Characteristics and
{DM:} {A} Gender-based Case Study},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1UI28N2UtrOfL06k2mzHIUdPcgQtdfmy9},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TodaOSBIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Unal19,
author = {Deniz Sonmez Unal},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Modeling Student Performance and Disengagement Using Decomposition
of Response Time Data},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1oeS5mX9Jco0sPze7Zj9ZVculjh69O06i},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Unal19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/UnnamTA19,
author = {Abhishek Unnam and
Rohit Takhar and
Varun Aggarwal},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Grading emails and generating feedback},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1X4LTCehOzHUui6Vupozo9oa2i8YK8dm8},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/UnnamTA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VainasDGRBSLS19,
author = {Oded Vainas and
Yossi Ben David and
Ran Gilad{-}Bachrach and
Meitar Ronen and
Ori Bar{-}Ilan and
Roi Shillo and
Galit Lukin and
Daniel Sitton},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Staying in the Zone: Sequencing Content in Classrooms Based on the
Zone of Proximal Development},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1rty22jkR3Q4Q93LGOZ6imwnH6KYw47PC},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VainasDGRBSLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VaratharajBLH19,
author = {Ashvini Varatharaj and
Anthony F. Botelho and
Xiwen Lu and
Neil T. Heffernan},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Hao Fa Yin: Developing Automated Audio Assessment Tools for a Chinese
Language Course},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1cGlzK0M-7Vp\_G8hkYQYkSLb2VBCoS6V\_},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VaratharajBLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Venantd19,
author = {R{\'{e}}mi Venant and
Mathieu d'Aquin},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Towards the Prediction of Semantic Complexity Based on Concept Graphs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1jJseErFt8hDkT7IypwY3hsRiXrVIu-m5},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Venantd19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WampflerKSSG19,
author = {Rafael Wampfler and
Severin Klingler and
Barbara Solenthaler and
Victor R. Schinazi and
Markus Gross},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Affective State Prediction in a Mobile Setting using Wearable Biometric
Sensors and Stylus},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1nbKsqhY6Ig7rUjf4zHQVCmJSTwW8g5EI},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WampflerKSSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Wang19,
author = {Zichao Wang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Techniques for Automatically Evaluating Machine-Generated Questions},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1e4jMABInmQ4cAHYzaAWPvCZR90eHCOIh},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Wang19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangLGJT19,
author = {Tianqi Wang and
Qi Li and
Jing Gao and
Xia Jing and
Jie Tang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Improving Peer Assessment Accuracy by Incorporating Relative Peer
Grades},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1GtPV9wDJDSrlYPP8A4gmTqX9-\_TI2JLe},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangLGJT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangLWGB19,
author = {Zichao Wang and
Andrew S. Lan and
Andrew E. Waters and
Phillip Grimaldi and
Richard G. Baraniuk},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Meta-Learning Augmented Bidirectional Transformer Model for Automatic
Short Answer Grading},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/12L-hfwONwacY\_hO-vyqqK478EbaClbMi},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangLWGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangMG19,
author = {Tianqi Wang and
Fenglong Ma and
Jing Gao},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Deep Hierarchical Knowledge Tracing},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1wlW6zAi-l4ZAw8rBA\_mXZ5tHgg6xKL00},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WeitekampHMRK19,
author = {Daniel Weitekamp III and
Erik Harpstead and
Christopher J. MacLellan and
Napol Rachatasumrit and
Kenneth R. Koedinger},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Toward Near Zero-Parameter Prediction Using a Computational Model
of Student Learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1IxsxghzlpUeHO4AD42Ps5gsQ5Nt3I8Pb},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WeitekampHMRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WhitehillAH19,
author = {Jacob Whitehill and
Cecilia Aguerrebere and
Benjamin Hylak},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Do Learners Know What's Good for Them? Crowdsourcing Subjective Ratings
of OERs to Predict Learning Gains},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1ej\_R884hwAPa9AmdXyAhbH792GWazUha},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WhitehillAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WileyBPL19,
author = {Korah J. Wiley and
Allison Bradford and
Zachary A. Pardos and
Marcia C. Linn},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Beyond Autoscoring: Extracting Conceptual Connections from Essays
for Classroom Instruction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1vuhXX6VS5RWk8fm33rIYhVI5TcI8bw6T},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WileyBPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WileyBPL19a,
author = {Korah J. Wiley and
Allison Bradford and
Zachary A. Pardos and
Marcia C. Linn},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Beyond Autoscoring: Extracting Conceptual Connections from Essays
for Classroom Instruction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1bTDVtcYZjqxfVz9F9qOmJIzOdbyOUVAL},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WileyBPL19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Woodruff19,
author = {Matthew Woodruff},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Predicting student academic outcomes in {UK} secondary phase education:
an architecture for machine learning and user interaction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1vy2rSUzEpUhmhpKsoVDHw-1k\_pyzrLJy},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Woodruff19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WuMMTBLRDWL19,
author = {Ziwei Wu and
Bradford W. Mott and
Wookhee Min and
Robert Taylor and
Danielle Boulden and
Trudi Lord and
Frieda Reichsman and
Chad Dorsey and
Eric N. Wiebe and
James C. Lester},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Predicting Challenge Outcomes for Students in a Digital Game for Learning
Genetics},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {51--59},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WuMMTBLRDWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuGLB19,
author = {Yiqiao Xu and
Niki Gitinabard and
Collin F. Lynch and
Tiffany Barnes},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {What You Say is Relevant to How You Make Friends: Measuring the Effect
of Content on Social Connection},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1VWOfxhob0Ku2G3hFp4fsvuP1fJAYs\_N5},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuGLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YahyaMO19,
author = {Anwar Ali Yahya and
Fekri Abdulwadod Mohammed and
Addin Osman},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {A Novel Use of Educational Data Mining to Inform Effective Management
of Academic Programs},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1w32qKbmaMnBaO5D7YvuPCIPixVTsDRp6},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YahyaMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YangBSHL19,
author = {Tsung{-}Yen Yang and
Ryan S. Baker and
Christoph Studer and
Neil T. Heffernan and
Andrew S. Lan},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Active Learning for Student Affect Detection},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1-d1Ruqa7zVtJM9bHyY2hDLMwEFEaHH3A},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YangBSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yeung19,
author = {Chun{-}Kit Yeung},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using
Item Response Theory},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1B\_vuJGNgdl7Wxdbh9Lz9nkM\_GuxWAfGD},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yeung19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YipW19,
author = {James Shing Chun Yip and
Raymond Chi{-}Wing Wong},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Analyzing Student Performance with Personalized Study Path and Learning
Trouble Ratio},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {8--16},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YipW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YuPS19,
author = {Renzhe Yu and
Zachary A. Pardos and
John Scott},
editor = {Luc Paquette and
Crist{\'{o}}bal Romero},
title = {Student Behavioral Embeddings and Their Relationship to Outcomes in
a Collaborative Online Course},
booktitle = {Joint Proceedings of the Workshops of the 12th International Conference
on Educational Data Mining co-located with the 12th International
Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al,
Canada, July 2-5, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2592},
pages = {23--29},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2592/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YuPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZaidiCDMBR19,
author = {Ahmed H. Zaidi and
Andrew Caines and
Christopher Davis and
Russell Moore and
Paula Buttery and
Andrew Rice},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Accurate Modelling of Language Learning Tasks and Students Using Representations
of Grammatical Proficiency},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1DLXf1\_iD40bQrqt2a628rieR2Zds0kcr},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZaidiCDMBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangDYS19,
author = {Yupei Zhang and
Huan Dai and
Yue Yun and
Xuequn Shang},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Student Knowledge Diagnosis on Response Data via the Model of Sparse
Factor Learning},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1lkSTcJ9\_UemoZGOuCkJgED4RlGHgwMtH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangDYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangHWLFSFHA19,
author = {Chuankai Zhang and
Yanzun Huang and
Jingyu Wang and
Dongyang Lu and
Weiqi Fang and
John C. Stamper and
Stephen Fancsali and
Kenneth Holstein and
Vincent Aleven},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Early Detection of Wheel Spinning: Comparison across Tutors, Models,
Features, and Operationalizations},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1F1fYirhPh0d9LvM\_kpAJvlNOifJsoiAi},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangHWLFSFHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhiMDLPB19,
author = {Rui Zhi and
Samiha Marwan and
Yihuan Dong and
Nicholas Lytle and
Thomas W. Price and
Tiffany Barnes},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Toward Data-Driven Example Feedback for Novice Programming},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1S7USPKkJLgFAVyYJeEq-uRhCF8RxifB7},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhiMDLPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZingleRXGXPKA19,
author = {Gabriel Zingle and
Balaji Radhakrishnan and
Yunkai Xiao and
Edward F. Gehringer and
Zhongcan Xiao and
Ferry Pramudianto and
Gauraang Khurana and
Ayush Arnav},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Detecting Suggestions in Peer Assessments},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1e8YuYrMoMkT0XrHJtf9T\_G9DKKsR3Oo6},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZingleRXGXPKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2019,
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {http://educationaldatamining.org/edm2019/proceedings/},
timestamp = {Fri, 12 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AbhinavSDBV18,
author = {Kumar Abhinav and
Venkatesh Subramanian and
Alpana Dubey and
Padmaraj Bhat and
Aditya Divakaruni Venkat},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {LeCoRe: {A} Framework for Modeling Learner's preference},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_69.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AbhinavSDBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgarwalBB18,
author = {Deepak Agarwal and
Nishant Babel and
Ryan S. Baker},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Contextual Derivation of Stable {BKT} Parameters for Analysing Content
Efficacy},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_14.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AgarwalBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AguerrebereCW18,
author = {Cecilia Aguerrebere and
Cristobal Cobo and
Jacob Whitehill},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Estimating the Treatment Effect of New Device Deployment on Uruguayan
Students' Online Learning Activity},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_87.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AguerrebereCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AkramMWMBL18,
author = {Bita Akram and
Wookhee Min and
Eric N. Wiebe and
Bradford W. Mott and
Kristy Elizabeth Boyer and
James C. Lester},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Improving Stealth Assessment in Game-based Learning with LSTM-based
Analytics},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_140.pdf},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AkramMWMBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlsaadBGSZ18,
author = {Fareedah Alsaad and
Assma Boughoula and
Chase Geigle and
Hari Sundaram and
Chengxiang Zhai},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Mining {MOOC} Lecture Transcripts to Construct Concept Dependency
Graphs},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_212.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlsaadBGSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Andrews-ToddFSR18,
author = {Jessica Andrews{-}Todd and
Carol Forsyth and
Jonathan Steinberg and
Andr{\'{e}} Rupp},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Identifying Profiles of Collaborative Problem Solvers in an Online
Electronics Environment},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_20.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Andrews-ToddFSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AungRW18,
author = {Arkar Min Aung and
Anand Ramakrishnan and
Jacob Whitehill},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Who are they looking at? Automatic Eye Gaze Following for Classroom
Observation Video Analysis},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_35.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AungRW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BackenkohlerSSW18,
author = {Michael Backenk{\"{o}}hler and
Felix Scherzinger and
Adish Singla and
Verena Wolf},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Data-Driven Approach Towards a Personalized Curriculum},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_31.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BackenkohlerSSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BihaniP18,
author = {Ankita Bihani and
Andreas Paepcke},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {QuanTyler : Apportioning Credit for Student Forum Participation},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_66.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BihaniP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BotelhoBOH18,
author = {Anthony F. Botelho and
Ryan S. Baker and
Jaclyn Ocumpaugh and
Neil T. Heffernan},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Studying Affect Dynamics and Chronometry Using Sensor-Free Detectors},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_98.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BotelhoBOH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoubekkiJB18,
author = {Ahc{\`{e}}ne Boubekki and
Shailee Jain and
Ulf Brefeld},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Mining User Trajectories in Electronic Text Books},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_97.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoubekkiJB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaiGWCSH18,
author = {Zhiqiang Cai and
Art Graesser and
Leah Windsor and
Qinyu Cheng and
David W. Shaffer and
Xiangen Hu},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Impact of Corpus Size and Dimensionality of {LSA} Spaces from Wikipedia
Articles on AutoTutor Answer Evaluation},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_89.pdf},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaiGWCSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CarvalhoGMK18,
author = {Paulo F. Carvalho and
Min Gao and
Benjamin A. Motz and
Ken Koedinger},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Analyzing the relative learning benefits of completing required activities
and optional readings in online courses},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_149.pdf},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CarvalhoGMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenJB0C18,
author = {Weiyu Chen and
Carlee Joe{-}Wong and
Christopher G. Brinton and
Liang Zheng and
Da Cao},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Principles for Assessing Adaptive Online Courses},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_59.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenJB0C18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenLCBC18,
author = {Weiyu Chen and
Andrew S. Lan and
Da Cao and
Christopher G. Brinton and
Mung Chiang},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Behavioral Analysis at Scale: Learning Course Prerequisite Structures
from Learner Clickstreams},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_58.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenLCBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenLG18,
author = {Zhongzhou Chen and
Sunbok Lee and
Geoffrey Garrido},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Re-designing the Structure of Online Courses to Empower Educational
Data Mining},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_138.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenWZ18,
author = {Binglin Chen and
Matthew West and
Craig B. Zilles},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Towards a Model-Free Estimate of the Limits to Student Modeling Accuracy},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_104.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChopraG18,
author = {Shivangi Chopra and
Lukasz Golab},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Job Description Mining to Understand Work-Integrated Learning},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_42.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChopraG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChopraGKMG18,
author = {Shivangi Chopra and
Hannah Gautreau and
Abeer Khan and
Melicaalsadat Mirsafian and
Lukasz Golab},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Gender Differences in Undergraduate Engineering Applicants: {A} Text
Mining Approach},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_43.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChopraGKMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CookOKD18,
author = {Connor Cook and
Andrew Olney and
Sean Kelly and
Sidney D'Mello},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {An Open Vocabulary Approach for Estimating Teacher Use of Authentic
Questions in Classroom Discourse},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_71.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CookOKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyOLBDB18,
author = {Scott A. Crossley and
Jaclyn Ocumpaugh and
Matthew J. Labrum and
Franklin Bradfield and
Mihai Dascalu and
Ryan S. Baker},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Modeling Math Identity and Math Success through Sentiment Analysis
and Linguistic Features},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_38.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CrossleyOLBDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CruesBAPBS18,
author = {R. Wes Crues and
Nigel Bosch and
Carolyn J. Anderson and
Michelle Perry and
Suma Bhat and
Najmuddin Shaik},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Who they are and what they want: Understanding the reasons for {MOOC}
enrollment},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_121.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CruesBAPBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DuDP18,
author = {Xin Du and
Wouter Duivesteijn and
Mykola Pechenizkiy},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {{ELBA:} Exceptional Learning Behavior Analysis},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_96.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DuDP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DurandGL18,
author = {Guillaume Durand and
Cyril Goutte and
Serge L{\'{e}}ger},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Standard error considerations on {AFM} parameters},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_112.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DurandGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EagleCSBSL18,
author = {Michael Eagle and
Ted Carmichael and
Jessica Stokes and
Mary Jean Blink and
John C. Stamper and
Jason Levin},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predictive Student Modeling for Interventions in Online Classes},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_248.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EagleCSBSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EagleCSM18,
author = {Michael Eagle and
Albert T. Corbett and
John C. Stamper and
Bruce M. McLaren},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predicting Individualized Learner Models Across Tutor Lessons},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_217.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EagleCSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EstebanGR18,
author = {Aurora Esteban and
Amelia Zafra and
Crist{\'{o}}bal Romero},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending
Courses to University Students},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_46.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/EstebanGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FancsaliYBR18,
author = {Stephen Fancsali and
Michael Yudelson and
Susan R. Berman and
Steven Ritter},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Intelligent Instructional Hand Offs},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_134.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/FancsaliYBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FangSLCSFGCCPFG18,
author = {Ying Fang and
Keith T. Shubeck and
Anne Lippert and
Qinyu Cheng and
Genghu Shi and
Shi Feng and
Jessica Gatewood and
Su Chen and
Zhiqiang Cai and
Philip I. Pavlik and
Jan C. Frijters and
Daphne Greenberg and
Arthur C. Graesser},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Clustering the Learning Patterns of Adults with Low Literacy Skills
Interacting with an Intelligent Tutoring System},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_118.pdf},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FangSLCSFGCCPFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GautamMGR18,
author = {Dipesh Gautam and
Nabin Maharjan and
Art Graesser and
Vasile Rus},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Automated Speech Act Categorization of Chat Utterances in Virtual
Internships},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_115.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GautamMGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GitinabardKLW18,
author = {Niki Gitinabard and
Farzaneh Khoshnevisan and
Collin F. Lynch and
Elle Yuan Wang},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Your Actions or Your Associates? Predicting Certification and Dropout
in MOOCs with Behavioral and Social Features},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_146.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/GitinabardKLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HalpernTWGPDG18,
author = {David Halpern and
Shannon Tubridy and
Hong Yu Wang and
Camille Gasser and
Pamela Osborn Popp and
Lila Davachi and
Todd M. Gureckis},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Knowledge Tracing Using the Brain},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_158.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HalpernTWGPDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HayashiT18,
author = {Yugo Hayashi and
Yugo Takeuchi},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {The influence of task activity and the learner's personal characteristics
on self-confidence during an online explanation activity with a conversational
agent},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_54.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HayashiT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HoernleGGPR18,
author = {Nicholas Hoernle and
Ya'akov Gal and
Barbara J. Grosz and
Pavlos Protopapas and
Andee Rubin},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Modeling the Effects of Students' Interactions with Immersive Simulations
using Markov Switching Systems},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_65.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HoernleGGPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KantarMSEWD18,
author = {Rebecca Kantar and
Keith McNulty and
Erica L. Snow and
Matthew A. Emery and
Richard Wainess and
Sonia Doshi},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Constructing Cognitive Profiles for Simulation-Based Hiring Assessments},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_19.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KantarMSEWD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahBS18,
author = {Shamya Karumbaiah and
Ryan S. Baker and
Valerie J. Shute},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predicting Quitting in Students Playing a Learning Game},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_39.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KarumbaiahBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KimVG18,
author = {Byung{-}Hak Kim and
Ethan Vizitei and
Varun Ganapathi},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {GritNet: Student Performance Prediction with Deep Learning},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_257.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KimVG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KoedingerSS18,
author = {Kenneth R. Koedinger and
Richard Scheines and
Peter Schaldenbrand},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Is the Doer Effect Robust Across Multiple Data Sets?},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_129.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KoedingerSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeCN18,
author = {Seung Yeon Lee and
Hui Soo Chae and
Gary Natriello},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Identifying User Engagement Patterns in an Online Video Discussion
Platform},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_128.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeCN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LorenzenHA18,
author = {Stephan Lorenzen and
Niklas Hjuler and
Stephen Alstrup},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Tracking Behavioral Patterns among Students in an Online Educational
System},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_52.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LorenzenHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ManteconGZJM18,
author = {Jesus Gerardo Alvarado Mantecon and
Hadi Abdi Ghavidel and
Amal Zouaq and
Jelena Jovanovic and
Jenny McDonald},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {A Comparison of Features for the Automatic Labeling of Student answers
to Open-ended Questions},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_48.pdf},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ManteconGZJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatayoshiGDUC18,
author = {Jeffrey Matayoshi and
Umberto Granziol and
Christopher Doble and
Hasan Uzun and
Eric Cosyn},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Forgetting curves and testing effect in an adaptive learning and assessment
system},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_22.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MatayoshiGDUC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MittalNSDDK18,
author = {Ruhi Sharma Mittal and
Seema Nagar and
Mourvi Sharma and
Utkarsh Dwivedi and
Prasenjit Dey and
Ravi Kokku},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Using a Common Sense Knowledge Base to Auto Generate Multi-Dimensional
Vocabulary Assessments},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_81.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MittalNSDDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MonteroAKMM18,
author = {Shirly Montero and
Akshit Arora and
Sean Kelly and
Brent Milne and
Michael Mozer},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Does Deep Knowledge Tracing Model Interactions Among Skills?},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_208.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MonteroAKMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MotzBRL18,
author = {Benjamin A. Motz and
Thomas A. Busey and
Martin E. Rickert and
David Landy},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Finding Topics in Enrollment Data},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_159.pdf},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/MotzBRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NaismithHJHZ18,
author = {Ben Naismith and
Na{-}Rae Han and
Alan Juffs and
Brianna Hill and
Daniel Zheng},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Accurate Measurement of Lexical Sophistication in {ESL} with Reference
to Learner Data},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_37.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NaismithHJHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NandaHWDG18,
author = {Gaurav Nanda and
Nathan M. Hicks and
David R. Waller and
Kerrie Anna Douglas and
Dan Goldwasser},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Understanding Learners' Opinion about Participation Certificates in
Online Courses using Topic Modeling},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_132.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NandaHWDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NguyenL18,
author = {Huy Nguyen and
Chun Wai Liew},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Using Student Logs to Build Bayesian Models of Student Knowledge and
Skills},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_139.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NguyenL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ParkYRBSW18,
author = {Jihyun Park and
Renzhe Yu and
Fernando Rodriguez and
Rachel Baker and
Padhraic Smyth and
Mark Warschauer},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Understanding Student Procrastination via Mixture Models},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_122.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ParkYRBSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Perez-LemoncheD18,
author = {{\'{A}}ngel P{\'{e}}rez{-}Lemonche and
Byron Drury and
David E. Pritchard},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Mining Student Misconceptions from Pre- and Post-Testing Data},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_192.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Perez-LemoncheD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouK18,
author = {Agoritsa Polyzou and
George Karypis},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Feature extraction for classifying students based on their academic
performance},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_124.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PolyzouK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PytlarzPPP18,
author = {Ian Pytlarz and
Shi Pu and
Monal Patel and
Rajini Prabhu},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {What can we learn from college students' network transactions? Constructing
useful features for student success prediction},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_188.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PytlarzPPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RajendranKCLB18,
author = {Ramkumar Rajendran and
Anurag Kumar and
Kelly E. Carter and
Daniel T. Levin and
Gautam Biswas},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predicting Learning by Analyzing Eye-Gaze Data of Reading Behavior},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_205.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RajendranKCLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ReillyRS18,
author = {Joseph M. Reilly and
Milan Ravenell and
Bertrand Schneider},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Exploring Collaboration Using Motion Sensors and Multi-Modal Learning
Analytics},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_113.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ReillyRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SahebiB18,
author = {Shaghayegh Sahebi and
Peter Brusilovsky},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Student Performance Prediction by Discovering Inter-Activity Relations},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_60.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SahebiB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SalesBPH18,
author = {Adam Sales and
Anthony Botelho and
Thanaporn Patikorn and
Neil T. Heffernan},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Using Big Data to Sharpen Design-Based Inference in {A/B} Tests},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_220.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SalesBPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SawyerRAL18,
author = {Robert Sawyer and
Jonathan P. Rowe and
Roger Azevedo and
James C. Lester},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Filtered Time Series Analyses of Student Problem-Solving Behaviors
in Game-based Learning},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_174.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SawyerRAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SenPRMNR018,
author = {Ayon Sen and
Purav Patel and
Martina A. Rau and
Blake Mason and
Robert Nowak and
Timothy T. Rogers and
Xiaojin Zhu},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Machine Beats Human at Sequencing Visuals for Perceptual-Fluency Practice},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_94.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SenPRMNR018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SheshadriGLBH18,
author = {Adithya Sheshadri and
Niki Gitinabard and
Collin F. Lynch and
Tiffany Barnes and
Sarah Heckman},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predicting Student Performance Based on Online Study Habits: {A} Study
of Blended Courses},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_147.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/SheshadriGLBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SinghSCD18,
author = {Harvineet Singh and
Shiv Kumar Saini and
Ritwick Chaudhry and
Pradeep Dogga},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Modeling Hint-Taking Behavior and Knowledge State of Students with
Multi-Task Learning},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_100.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SinghSCD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SlimHOB18,
author = {Ahmad Slim and
Don R. Hush and
Tushar Ojha and
Terry Babbitt},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Predicting Student Enrollment based on Student and College Characteristics},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_136.pdf},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SlimHOB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TranLCGSBM18,
author = {Khoi{-}Nguyen Tran and
Jey Han Lau and
Danish Contractor and
Utkarsh Gupta and
Bikram Sengupta and
Christopher J. Butler and
Mukesh K. Mohania},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Document Chunking and Learning Objective Generation for Instruction
Design},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_13.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TranLCGSBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangZHLJ18,
author = {Zheng Wang and
Xinning Zhu and
Junfei Huang and
Xiang Li and
Yang Ji},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Prediction of Academic Achievement Based on Digital Campus},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_44.pdf},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangZHLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WinchellMLGP18,
author = {Adam Winchell and
Michael Mozer and
Andrew S. Lan and
Phillip Grimaldi and
Harold Pashler},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Textbook annotations as an early predictor of student learning},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_164.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WinchellMLGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuD18,
author = {Peng Xu and
Michel C. Desmarais},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {An Empirical Research on Identifiability and Q-matrix Design for {DINA}
model},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_180.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuLB18,
author = {Yiqiao Xu and
Collin F. Lynch and
Tiffany Barnes},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {How many friends can you make in a week?: evolving social relationships
in MOOCs over time},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_64.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/XuLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2018,
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/EDM2018/proceedings/},
timestamp = {Fri, 07 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/000117,
author = {Jie Tang},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Can {AI} help MOOCs?},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_180.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/000117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0001NM17,
author = {Rakesh Agrawal and
Sharad Nandanwar and
Narasimha Murty Musti},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Grouping Students for Maximizing Learning from Peers},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_24.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0001NM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0002FP17,
author = {Aaron Bauer and
Jeff Flatten and
Zoran Popovic},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Analysis of problem-solving behavior in open-ended scientific-discovery
game challenges},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_28.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/0002FP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AdjeiOEH17,
author = {Seth Adjei and
Korinn Ostrow and
Erik Erickson and
Neil T. Heffernan},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Clustering Students in ASSISTments: Exploring System- and School-Level
Traits to Advance Personalization},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_38.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AdjeiOEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Albrecht17,
author = {Ella Albrecht},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {A Framework for the Estimation of Students' Programming Abilities},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_144.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Albrecht17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AnKM17,
author = {Truong{-}Sinh An and
Christopher Krauss and
Agathe Merceron},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Can Typical Behaviors Identified in MOOCs be Discovered in Other Courses?},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_58.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AnKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndresBSGSC17,
author = {Juan Miguel L. Andres and
Ryan S. Baker and
George Siemens and
Dragan Gasevic and
Catherine A. Spann and
Scott A. Crossley},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Studying {MOOC} Completion at Scale Using the {MOOC} Replication Framework},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_27.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AndresBSGSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Askinadze017,
author = {Alexander Askinadze and
Stefan Conrad},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Application of the Dynamic Time Warping Distance for the Student Drop-out
Prediction on Time Series Data},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_41.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Askinadze017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BalyanMM17,
author = {Renu Balyan and
Kathryn S. McCarthy and
Danielle S. McNamara},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Combining Machine Learning and Natural Language Processing Approach
to Assess Literary Text Comprehension},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_80.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BalyanMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaoCH17,
author = {Yingying Bao and
Guanliang Chen and
Claudia Hauff},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {On the Prevalence of Multiple-Account Cheating in Massive Open Online
Learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_91.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaoCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BeckCB17,
author = {Joseph Beck and
Min Chi and
Ryan S. Baker},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Workshop proposal: deep learning for educational data mining},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_15.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BeckCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaiEDPGS17,
author = {Zhiqiang Cai and
Brendan R. Eagan and
Nia Dowell and
James W. Pennebaker and
Arthur C. Graesser and
David W. Shaffer},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Epistemic Network Analysis and Topic Modeling for Chat Data from Collaborative
Learning Environment},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_87.pdf},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaiEDPGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaoTH17,
author = {Meng Cao and
Yun Tang and
Xiangen Hu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {An Analysis of Students' Questions in MOOCs Forums},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_165.pdf},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CaoTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenNSN17,
author = {Zhenghao Chen and
Andy Nguyen and
Amory Schlender and
Jiquan Ngiam},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Real-time programming exercise feedback in MOOCs},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_162.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenNSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChoiWBCRF17,
author = {Heeryung Choi and
Zijian Wang and
Christopher Brooks and
Kevyn Collins{-}Thompson and
Beth Glover Reed and
Dale Fitch},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Social work in the classroom? {A} tool to evaluate topical relevance
in student writing},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_132.pdf},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChoiWBCRF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChountaMAJK17,
author = {Irene{-}Angelica Chounta and
Bruce M. McLaren and
Patricia L. Albacete and
Pamela W. Jordan and
Sandra Katz},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling the Zone of Proximal Development with a Computational Approach},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_68.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChountaMAJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Cole17,
author = {Ronald Cole},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {The evolution of virtual tutors, clinician, and companions: {A} 20-year
perspective on conversational agents in real-world applications},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_181.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Cole17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CookLHM17,
author = {Joshua Cook and
Collin F. Lynch and
Andrew Hicks and
Behrooz Mostafavi},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Task and Timing: Separating Procedural and Tactical Knowledge in Student
Models},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_35.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CookLHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyBLM17,
author = {Scott A. Crossley and
Tiffany Barnes and
Collin F. Lynch and
Danielle S. McNamara},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Linking Language to Math Success in a Blended Course},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_33.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/CrossleyBLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Crues17,
author = {R. Wes Crues},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Untangling The Program Name Versus The Curriculum: An Investigation
of Titles and Curriculum Content},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_82.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Crues17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Crues17a,
author = {R. Wes Crues},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Automated Extraction of Results from Full Text Journal Articles},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_158.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Crues17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DMelloMBB17,
author = {Sidney K. D'Mello and
Caitlin Mills and
Robert Bixler and
Nigel Bosch},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Zone out no more: Mitigating mind wandering during computerized reading},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_19.pdf},
timestamp = {Sun, 17 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/DMelloMBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DianaESGBB17,
author = {Nicholas Diana and
Michael Eagle and
John C. Stamper and
Shuchi Grover and
Marie A. Bienkowski and
Satabdi Basu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Automatic Peer Tutor Matching: Data-Driven Methods to Enable New Opportunities
for Help},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_92.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DianaESGBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DianaSK17,
author = {Nicholas Diana and
John C. Stamper and
Kenneth R. Koedinger},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Teaching Informal Logical Fallacy Identification with a Cognitive
Tutor},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_155.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DianaSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DongB17,
author = {Yi Dong and
Gautam Biswas},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {An Extended Learner Modeling Method to Assess Students' Learning Behaviors},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_110.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DongB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoroudiB17,
author = {Shayan Doroudi and
Emma Brunskill},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {The Misidentified Identifiability Problem of Bayesian Knowledge Tracing},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_138.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoroudiB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EkambaramMDKSN17,
author = {Vijay Ekambaram and
Ruhi Sharma Mittal and
Prasenjit Dey and
Ravindranath Kokku and
Aditya K. Sinha and
Satya V. Nitta},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Tell Me More: Digital Eyes to the Physical World for Early Childhood
Learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_108.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EkambaramMDKSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FangNPXGH17,
author = {Ying Fang and
Benjamin Nye and
Philip I. Pavlik Jr. and
Yonghong Xu and
Arthur C. Graesser and
Xiangen Hu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Online Learning Persistence and Academic Achievement},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_114.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FangNPXGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Feng17,
author = {Junchen Feng},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Identifiability of the Bayesian Knowledge Tracing Model},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_5.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Feng17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GardnerB17,
author = {Josh Gardner and
Christopher Brooks},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Toward Replicable Predictive Model Evaluation in MOOCs},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_57.pdf},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GardnerB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GargP17,
author = {Aashna Garg and
Andreas Paepcke},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Supporting the Encouragement of Forum Participation},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_81.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GargP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GautamSSRG17,
author = {Dipesh Gautam and
Zachari Swiecki and
David W. Shaffer and
Vasile Rus and
Arthur C. Graesser},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling Classifiers for Virtual Internships Without Participant Data},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_97.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GautamSSRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GeigleZ17,
author = {Chase Geigle and
Chengxiang Zhai},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling {MOOC} Student Behavior With Two-Layer Hidden Markov Models},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_178.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GeigleZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GitinabardLHB17,
author = {Niki Gitinabard and
Collin F. Lynch and
Sarah Heckman and
Tiffany Barnes},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Identifying student communities in blended courses},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_105.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/GitinabardLHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GrawemeyerWSHMP17,
author = {Beate Grawemeyer and
Alex Wollenschlaeger and
Sergio Guti{\'{e}}rrez Santos and
Wayne Holmes and
Manolis Mavrikis and
Alexandra Poulovassilis},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Using Graph-based Modelling to explore changes in students' affective
states during exploratory learning tasks},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_117.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GrawemeyerWSHMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuoCC17,
author = {Qi Guo and
Maria Cutumisu and
Ying Cui},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {A Neural Network Approach to Estimate Student Skill Mastery in Cognitive
Diagnostic Assessments},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_85.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuoCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GuoHW17,
author = {Jiao Guo and
Xinhua Huang and
Boqing Wang},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {MyCOS Intelligent Teaching Assistant},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_142.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GuoHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HanWZ17,
author = {Yong Han and
Wenjun Wu and
Xuan Zhou},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Improving Models of Peer Grading in {SPOC}},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_48.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HanWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HanYY17,
author = {Soo{-}Yun Han and
Jiyoung Yoon and
Yun Joo Yoo},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Discovering skill prerequisite structure through Bayesian estimation
and nested model comparison},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_149.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HanYY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HansenHHAL17,
author = {Christian Hansen and
Casper Hansen and
Niklas Hjuler and
Stephen Alstrup and
Christina Lioma},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Sequence Modelling For Analysing Student Interaction with Educational
Systems},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_72.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HansenHHAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HarrakBL17,
author = {Fatima Harrak and
Fran{\c{c}}ois Bouchet and
Vanda Luengo},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Identifying relationships between students' questions type and their
behavior},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_154.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HarrakBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HongB17,
author = {Won{-}Joon Hong and
Matthew L. Bernacki},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {A Prediction and Early Alert Model Using Learning Management System
Data and Grounded in Learning Science Theory},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_69.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HongB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuRB17,
author = {Xiangen Hu and
Robby Robson and
Avron Barr},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Why data standards are critical for {EDM} and {AIED}},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_169.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttHBSRD17,
author = {Stephen Hutt and
Jessica Hardey and
Robert Bixler and
Angela Stewart and
Evan F. Risko and
Sidney D'Mello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Gaze-based Detection of Mind Wandering during Lecture Viewing},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_64.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuttHBSRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/IsholaM17,
author = {Oluwabukola Mayowa Ishola and
Gordon McCalla},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Predicting Prospective Peer Helpers to Provide Just-In-Time Help to
Users in Question and Answer Forums},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_75.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/IsholaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaiABSHH17,
author = {Shimin Kai and
Ma. Victoria Almeda and
Ryan S. Baker and
Nicole Shechtman and
Cristina Heffernan and
Neil T. Heffernan},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling Wheel-spinning and Productive Persistence in Skill Builders},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_177.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KaiABSHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaiAPBMWM17,
author = {Shimin Kai and
Juan Miguel L. Andres and
Luc Paquette and
Ryan S. Baker and
Kati Molnar and
Harriet Watkins and
Michael Moore},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Predicting Student Retention from Behavior in an Online Orientation
Course},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_84.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KaiAPBMWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahLAWA17,
author = {Shamya Karumbaiah and
Rafael Lizarralde and
Danielle Allessio and
Beverly P. Woolf and
Ivon Arroyo},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Addressing Student Behavior and Affect with Empathy and Growth Mindset},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_79.pdf},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/KarumbaiahLAWA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KhosraviCK17,
author = {Hassan Khosravi and
Kendra M. L. Cooper and
Kirsty Kitto},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {RiPLE: Recommendation in Peer-Learning Environments Based on Knowledge
Gaps and Interests},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_6.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KhosraviCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KlinglerWKSG17,
author = {Severin Klingler and
Rafael Wampfler and
Tanja K{\"{a}}ser and
Barbara Solenthaler and
Markus H. Gross},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Efficient Feature Embeddings for Student Classification with Variational
Auto-encoders},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_59.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KlinglerWKSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KuangCHN17,
author = {Xiaoting Kuang and
Hui Soo Chae and
Brian Hughes and
Gary Natriello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {A Topic Model and Social Network Analysis of a School Blogging Platform},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_78.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KuangCHN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LalleCATM17,
author = {S{\'{e}}bastien Lall{\'{e}} and
Cristina Conati and
Roger Azevedo and
Michelle Taub and
Nicholas Mudrick},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {On the Influence on Learning of Student Compliance with Prompts Fostering
Self-Regulated Learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_119.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LalleCATM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LalwaniA17,
author = {Amar Lalwani and
Sweety Agrawal},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Few hundred parameters outperform few hundred thousand?},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_50.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LalwaniA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LanBYC17,
author = {Andrew S. Lan and
Christopher G. Brinton and
Tsung{-}Yen Yang and
Mung Chiang},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Behavior-Based Latent Variable Model for Learner Engagement},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_51.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LanBYC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LangDKP17,
author = {David Lang and
Ben Domingue and
Alex Kindel and
Andreas Paepcke},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Making the Grade: How Learner Engagement Changes After Passing a Course},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_37.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LangDKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiFZ17,
author = {Yuntao Li and
Chengzhen Fu and
Yan Zhang},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {When and who at risk? Call back at these critical points},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_30.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiFZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiGD17,
author = {Haiying Li and
Janice D. Gobert and
Rachel Dickler},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Automated Assessment for Scientific Explanations in On-line Science
Inquiry},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_55.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiTSH17,
author = {Junyi Li and
Yun Tang and
Lijun Sun and
Xiangen Hu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Text analysis with {LIWC} and Coh-Metrix: Portraying MOOCs Instructors},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_153.pdf},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/LiTSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuCBLR17,
author = {Zhongxiu Liu and
Christa Cody and
Tiffany Barnes and
Collin F. Lynch and
Teomara Rutherford},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {The Antecedents of and Associations with Elective Replay in An Educational
Game: Is Replay Worth It?},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_32.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/LiuCBLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuK17,
author = {Ran Liu and
Kenneth R. Koedinger},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Closing the loop: Automated data-driven cognitive model discoveries
lead to improved instruction and learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_179.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuK17a,
author = {Ran Liu and
Kenneth R. Koedinger},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Towards reliable and valid measurement of individualized student parameters},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_137.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuK17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuKSP17,
author = {Ran Liu and
Kenneth R. Koedinger and
John C. Stamper and
Philip I. Pavlik Jr.},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Sharing and Reusing Data and Analytic Methods with LearnSphere},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_16.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuKSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuL17,
author = {Jingxuan Liu and
Hongli Li},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Exploring the Relationship Between Student Pre-knowledge and Engagement
in {MOOC} Class Using Polytomous {IRT}},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_163.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LuKP17,
author = {Yu{-}Ju Lu and
Bor{-}Chen Kuo and
Kai{-}Chih Pai},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Developing Chinese Automated Essay Scoring Model to Assess College
Students' Essay Quality},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_151.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LuKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LynchBXG17,
author = {Collin F. Lynch and
Tiffany Barnes and
Linting Xue and
Niki Gitinabard},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Graph-based Educational Data Mining},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_13.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/LynchBXG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaM17,
author = {Lin Ma and
Yuchun Ma},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Intelligent Composition of Test Papers based on {MOOC} Learning Data},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_56.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MadaioLCO17,
author = {Michael A. Madaio and
Rae Lasko and
Justine Cassell and
Amy Ogan},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Using Temporal Association Rule Mining to Predict Dyadic Rapport in
Peer Tutoring},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_118.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MadaioLCO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBride17,
author = {Elizabeth A. McBride},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Student Use of Inquiry Simulations in Middle School Science},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_145.pdf},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/McBride17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBrideVL17,
author = {Elizabeth A. McBride and
Jonathan M. Vitale and
Marcia C. Linn},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Student Use of Scaffolded Inquiry Simulations in Middle School Science},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_43.pdf},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/McBrideVL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McCarthyJLMM17,
author = {Kathryn S. McCarthy and
Amy M. Johnson and
Aaron D. Likens and
Zachary Martin and
Danielle S. McNamara},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Metacognitive Prompt Overdose: Positive and Negative Effects of Prompts
in iSTART},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_156.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McCarthyJLMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MiF17,
author = {Fei Mi and
Boi Faltings},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Adaptive Sequential Recommendation for Discussion Forums on MOOCs
using Context Trees},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_25.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MiF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MichalenkoLB17,
author = {Joshua J. Michalenko and
Andrew S. Lan and
Richard G. Baraniuk},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Personalized Feedback for Open-Response Mathematical Questions using
Long Short-Term Memory Networks},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_53.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MichalenkoLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MichalenkoLWGB17,
author = {Joshua J. Michalenko and
Andrew S. Lan and
Andrew E. Waters and
Phillip Grimaldi and
Richard G. Baraniuk},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Data-Mining Textual Responses to Uncover Misconception Patterns},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_52.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MichalenkoLWGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NamFC17,
author = {SungJin Nam and
Gwen A. Frishkoff and
Kevyn Collins{-}Thompson},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Predicting Short- and Long-Term Vocabulary Learning via Semantic Features
of Partial Word Knowledge},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_65.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NamFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OlneyBGG17,
author = {Andrew Olney and
Dariush Bakhtiari and
Daphne Greenberg and
Arthur C. Graesser},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Assessing Computer Literacy of Adults with Low Literacy Skills},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_120.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OlneyBGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OlneyHGD17,
author = {Andrew Olney and
Eric Hosman and
Arthur C. Graesser and
Sidney D'Mello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Tracking Online Reading of College Students},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_157.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OlneyHGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OlneySDD17,
author = {Andrew Olney and
Borhan Samei and
Patrick J. Donnelly and
Sidney D'Mello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Assessing the Dialogic Properties of Classroom Discourse: Proportion
Models for Imbalanced Classes},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_26.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OlneySDD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OlneyWDG17,
author = {Andrew Olney and
Breya Walker and
Raven Davis and
Arthur C. Graesser},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {The Reading Ability of College Freshmen},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_147.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/OlneyWDG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Ortiz-VazquezLL17,
author = {Alvaro Ortiz{-}Vazquez and
Xiang Liu and
Ching{-}Fu Lan and
Hui Soo Chae and
Gary Natriello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Cluster Analysis of Real Time Location Data - An Application of Gaussian
Mixture Models},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_70.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Ortiz-VazquezLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ParedesHH17,
author = {Yancy Vance M. Paredes and
Po{-}Kai Huang and
Sharon I{-}Han Hsiao},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Understanding Student's Reviewing and Reflection Behaviors Using Web-based
Programming Grading Assistant},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_173.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ParedesHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PatikornHZ17,
author = {Thanaporn Patikorn and
Neil T. Heffernan and
Jian Zou},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {An Offline Evaluation Method for Individual Treatment Rules and How
to Find Heterogeneous Treatment Effect},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_139.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PatikornHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PatikornSHBZ17,
author = {Thanaporn Patikorn and
Douglas Selent and
Neil T. Heffernan and
Joseph Beck and
Jian Zou},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Using a Single Model Trained across Multiple Experiments to Improve
the Detection of Treatment Effects},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_47.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PatikornSHBZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PokrajacSYH17,
author = {David D. Pokrajac and
Kimberley Sudler and
Diana Yankovich and
Teresa Hardee},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling Dormitory Occupancy Using Markov Chains},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_46.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PokrajacSYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriceZB17,
author = {Thomas W. Price and
Rui Zhi and
Tiffany Barnes},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Evaluation of a Data-driven Feedback Algorithm for Open-ended Programming},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_36.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PriceZB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RenNR17,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Grade Prediction with Temporal Course-wise Influence},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_42.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RenNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RihakP17,
author = {Jir{\'{\i}} Rih{\'{a}}k and
Radek Pel{\'{a}}nek},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Measuring Similarity of Educational Items Using Data on Learners'
Performance},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_23.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RihakP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroEGGM17,
author = {Crist{\'{o}}bal Romero and
Pedro G. Espejo and
Eva Gibaja and
Alfredo Zapata Gonzalez and
V{\'{\i}}ctor H. Men{\'{e}}ndez},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Towards Automatic Classification of Learning Objects: Reducing the
Number of Used Features},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_143.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroEGGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RushkinRAFTBL17,
author = {Ilia Rushkin and
Yigal Rosen and
Andrew M. Ang and
Colin Fredericks and
Dustin Tingley and
Mary Jean Blink and
Glenn Lopez},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Adaptive Assessment Experiment in a HarvardX {MOOC}},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_167.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RushkinRAFTBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sales17,
author = {Adam Sales},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Tutorial: Principal Stratification for {EDM} Experiments},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_170.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sales17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShenC17,
author = {Shitian Shen and
Min Chi},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Clustering Student Sequential Trajectories Using Dynamic Time Wrapping},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_94.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShenC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShiPG17,
author = {Genghu Shi and
Philip I. Pavlik Jr. and
Arthur C. Graesser},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Using an Additive Factor Model and Performance Factor Analysis to
Assess Learning Gains in a Tutoring System to Help Adults with Reading
Difficulties},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_98.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShiPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SindhgattaMDS17,
author = {Renuka Sindhgatta and
Smit Marvaniya and
Tejas I. Dhamecha and
Bikram Sengupta},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Inferring Frequently Asked Questions from Student Question Answering
Forums},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_88.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SindhgattaMDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StewartBD17,
author = {Angela Stewart and
Nigel Bosch and
Sidney D'Mello},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Generalizability of Face-Based Mind Wandering Detection Across Task
Contexts},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_74.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StewartBD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SuprajaHTK17,
author = {S. Supraja and
Kevin Hartman and
Sivanagaraja Tatinati and
Andy W. H. Khong},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Toward the Automatic Labeling of Course Questions for Ensuring their
Alignment with Learning Outcomes},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_44.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SuprajaHTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TatoND17,
author = {Ange Adrienne Nyamen Tato and
Roger Nkambou and
Aude Dufresne},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Convolutional Neural Network for Automatic Detection of Sociomoral
Reasoning Level},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_101.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TatoND17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ThanasuanCW17,
author = {Kejkaew Thanasuan and
Warasinee Chaisangmongkon and
Chanikarn Wongviriyawong},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Emerging Patterns in Student's Learning Attributes through Text Mining},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_83.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ThanasuanCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VillamorR17,
author = {Maureen Villamor and
Ma. Mercedes T. Rodrigo},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Characterizing Collaboration in the Pair Program Tracing and Debugging
Eye-Tracking Experiment: {A} Preliminary Analysis},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_31.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VillamorR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WanDGP17,
author = {Han Wan and
Jun Ding and
Xiaopeng Gao and
David Pritchard},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Dropout Prediction in MOOCs using Learners' Study Habits Features},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_160.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WanDGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WanDGYL17,
author = {Han Wan and
Jun Ding and
Xiaopeng Gao and
Qiaoye Yu and
Kangxu Liu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Predicting Performance in a Small Private Online Course},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_126.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WanDGYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangLGB17,
author = {Jack Z. Wang and
Andrew S. Lan and
Phillip Grimaldi and
Richard G. Baraniuk},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {A Latent Factor Model For Instructor Content Preference Analysis},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_106.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangLGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangSLP17,
author = {Lisa Wang and
Angela Sy and
Larry Liu and
Chris Piech},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Learning to Represent Student Knowledge on Programming Exercises Using
Deep Learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_129.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangSLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WatersGLB17,
author = {Andrew E. Waters and
Phillip Grimaldi and
Andrew S. Lan and
Richard G. Baraniuk},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Short-Answer Responses to {STEM} Exercises: Measuring Response Validity
and Its Impact on Learning},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_93.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WatersGLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XieMSEBH17,
author = {Jun Xie and
Shirin Mojarad and
Keith T. Shubeck and
Alfred Essa and
Ryan S. Baker and
Xiangen Hu},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Student Learning Strategies to Predict Success in an Online Adaptive
Mathematics Tutoring System},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_141.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XieMSEBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Xue17,
author = {Linting Xue},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Intelligent Argument Grading System forStudent-produced Argument Diagrams},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_161.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Xue17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XueLC17,
author = {Linting Xue and
Collin F. Lynch and
Min Chi},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Mining Innovative Augmented Graph Grammars for Argument Diagrams through
Novelty Selection},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_107.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/XueLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YasudaNKKH17,
author = {Keiji Yasuda and
Izuru Nogaito and
Hiroyuki Kawashima and
Hiroaki Kimura and
Masayuki Hashimoto},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Automatic Scoring Method for Descriptive Test Using Recurrent Neural
Network},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_109.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YasudaNKKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YinBPHZ17,
author = {Biao Yin and
Anthony F. Botelho and
Thanaporn Patikorn and
Neil T. Heffernan and
Jian Zou},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Causal Forest vs. Naive Causal Forest in Detecting Personalization:
An Empirical Study in ASSISTments},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_136.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YinBPHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yukita17,
author = {Daisuke Yukita},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Whitebox: {A} Device To Assist Group Work Evaluation},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_171.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yukita17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZengCB17,
author = {Ziheng Zeng and
Snigdha Chaturvedi and
Suma Bhat},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Learner Affect Through the Looking Glass: Characterization and Detection
of Confusion in Online Courses},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_96.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZengCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZengCZKC17,
author = {Wenjun Zeng and
Si{-}Chi Chin and
Brenda Zeimet and
Rui Kuang and
Chih{-}Lin Chi},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Dropout Prediction in Home Care Training},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_17.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZengCZKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangS17,
author = {Jingjing Zhang and
Maxim Skryabin},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Modeling Network Dynamics of {MOOC} Discussion Interactions at Scale},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_11.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoH17,
author = {Siyuan Zhao and
Neil T. Heffernan},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Estimating Individual Treatment Effect from Educational Studies with
Residual Counterfactual Networks},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_113.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhaoH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhengSGWF17,
author = {Longwei Zheng and
Rui Shi and
Xiaoqing Gu and
Bingcong Wu and
Yuanyuan Feng},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Development of a Trajectory Model for Visualizing Teacher {ICT} Usage
Based on Event Segmentation Data},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_131.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhengSGWF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhouWLC17,
author = {Guojing Zhou and
Jianxun Wang and
Collin F. Lynch and
Min Chi},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Towards Closing the Loop: Bridging Machine-induced Pedagogical Policies
to Learning Theories},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_116.pdf},
timestamp = {Fri, 15 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhouWLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhuLW017,
author = {Jile Zhu and
Xiang Li and
Zhuo Wang and
Ming Zhang},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {An Effective Framework for Automatically Generating and Ranking Topics
in {MOOC} Videos},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_18.pdf},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/ZhuLW017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2017,
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proceedings-full/},
timestamp = {Mon, 07 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Agrawal16,
author = {Rakesh Agrawal},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Data-Driven Education: Some opportunities and Challenges},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {2},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_401.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Agrawal16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgrawalGP16,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Toward Data-Driven Design of Educational Courses: {A} Feasibility
Study},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {6},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_301.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AgrawalGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlfaroS16,
author = {Luca de Alfaro and
Michael Shavlovsky},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Dynamics of Peer Grading: An Empirical Study},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {62--69},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_23.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlfaroS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AllenJDRKLM16,
author = {Laura K. Allen and
Matthew E. Jacovina and
Mihai Dascalu and
Rod D. Roscoe and
Kevin Kent and
Aaron D. Likens and
Danielle S. McNamara},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {\{ENTER\}ing the Time Series \{SPACE\}: Uncovering the Writing Process
through Keystroke Analyses},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {22--29},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_126.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AllenJDRKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AshenafiRR16,
author = {Michael Mogessie Ashenafi and
Marco Ronchetti and
Giuseppe Riccardi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting Student Progress from Peer-Assessment Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {270--275},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_26.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AshenafiRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AtapattuFT16,
author = {Thushari Atapattu and
Katrina Falkner and
Hamid Tarmazdi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Topic-wise Classification of {MOOC} Discussions: {A} Visual Analytics
Approach},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {276--281},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_109.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AtapattuFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BabikGKPT16,
author = {Dmytro Babik and
Edward F. Gehringer and
Jennifer Kidd and
Ferry Pramudianto and
David Tinapple},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Probing the Landscape: Toward a Systematic Taxonomy of Online Peer
Assessment Systems in Education},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/BabikGKPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaikadiELS16,
author = {Alok Baikadi and
Carrie Demmans Epp and
Yanjin Long and
Christian Schunn},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Redefining "What" in Analyses of Who Does What in MOOCs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {569--570},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_128.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaikadiELS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaikadiSA16,
author = {Alok Baikadi and
Christian D. Schunn and
Kevin D. Ashley},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Impact of Revision Planning on Peer-Reviewed Writing},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaikadiSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BarmakiH16,
author = {Roghayeh Barmaki and
Charles E. Hughes},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Towards the Understanding of Gestures and Vocalization Coordination
in Teaching Context},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {663--665},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_179.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BarmakiH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BhartiyaCBSM16,
author = {Divyanshu Bhartiya and
Danish Contractor and
Sovan Biswas and
Bikram Sengupta and
Mukesh K. Mohania},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Document Segmentation for Labeling with Academic Learning Objectives},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {282--287},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_67.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BhartiyaCBSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BhatnagarDLC16,
author = {Sameer Bhatnagar and
Michel C. Desmarais and
Nathaniel Lasry and
Elizabeth S. Charles},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Text Classification of Student Self-Explanations in College Physics
Questions},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {571--572},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_156.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BhatnagarDLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BlanchardDOSKSW16,
author = {Nathaniel Blanchard and
Patrick J. Donnelly and
Andrew Olney and
Borhan Samei and
Sean Kelly and
Xiaoyi Sun and
Brooke Ward and
Martin Nystrand and
Sidney K. D'Mello},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Semi-Automatic Detection of Teacher Questions from Human-Transcripts
of Audio in Live Classrooms},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {288--291},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_54.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BlanchardDOSKSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BorgeR16,
author = {Marcela Borge and
Carolyn P. Ros{\'{e}}},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Automated Feedback on the Quality of Collaborative Processes: An Experience
Report},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {573--574},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_95.pdf},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/BorgeR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoroujeniKD16,
author = {Mina Shirvani Boroujeni and
Lukasz Kidzinski and
Pierre Dillenbourg},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How employment constrains participation in MOOCs?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {638--639},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_94.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoroujeniKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BotelhoAH16,
author = {Anthony F. Botelho and
Seth Adjei and
Neil T. Heffernan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Modeling Interactions Across Skills: {A} Method to Construct and Compare
Models Predicting the Existence of Skill Relationships},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {292--297},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_167.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BotelhoAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoyerV16,
author = {Sebastien Boyer and
Kalyan Veeramachaneni},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Robust Predictive Models on MOOCs : Transferring Knowledge across
Courses},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {298--305},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_146.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoyerV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BuffumFBWML16,
author = {Philip Sheridan Buffum and
Megan Frankosky and
Kristy Elizabeth Boyer and
Eric N. Wiebe and
Bradford W. Mott and
James C. Lester},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Mining Sequences of Gameplay for Embedded Assessment in Collaborative
Learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {575--576},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_96.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BuffumFBWML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Bydzovska16,
author = {Hana Bydzovsk{\'{a}}},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Comparative Analysis of Techniques for Predicting Student Performance},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {306--311},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_40.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Bydzovska16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Bydzovska16a,
author = {Hana Bydzovsk{\'{a}}},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Course Enrollment Recommender System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {312--317},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_83.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Bydzovska16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CaiLHG16,
author = {Zhiqiang Cai and
Haiying Li and
Xiangen Hu and
Art Graesser},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Can Word Probabilities from {LDA} be Simply Added up to Represent
Documents?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {577--578},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_124.pdf},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CaiLHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChaplotYCK16,
author = {Devendra Singh Chaplot and
Yiming Yang and
Jaime G. Carbonell and
Kenneth R. Koedinger},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Data-driven Automated Induction of Prerequisite Structure Graphs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {318--323},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_149.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChaplotYCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenDP16,
author = {Zhongzhou Chen and
Neset Demirci and
David E. Pritchard},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Examining the necessity of problem diagrams using {MOOC} {AB} experiments},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {579--580},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_193.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenGT16,
author = {Yetian Chen and
Jos{\'{e}} P. Gonz{\'{a}}lez{-}Brenes and
Jin Tian},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Joint Discovery of Skill Prerequisite Graphs and Student Models},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {46--53},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_89.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChenLXSMD16,
author = {Lujie Chen and
Xin Li and
Zhuyun Xia and
Zhanmei Song and
Louis{-}Philippe Morency and
Artur Dubrawski},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Riding an emotional roller-coaster: {A} multimodal study of young
child's math problem solving activities},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {38--45},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_76.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChenLXSMD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChoiLHLRW16,
author = {Hongkyu Choi and
Ji Eun Lee and
Won{-}Joon Hong and
Kyumin Lee and
Mimi Recker and
Andy Walker},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Exploring Learning Management System Interaction Data: Combining Data-driven
and Theory-driven Approaches},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {324--329},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_101.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChoiLHLRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ClementOL16,
author = {Benjamin Cl{\'{e}}ment and
Pierre{-}Yves Oudeyer and
Manuel Lopes},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Comparison of Automatic Teaching Strategies for Heterogeneous Student
Populations},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {330--335},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_27.pdf},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/ClementOL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Comer16,
author = {Denise Comer},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Writing Transfer as a Framework for Big Data and Writing Analytics
Research},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Comer16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CraigHXFH16,
author = {Scotty D. Craig and
Xudong Huang and
Jun Xie and
Ying Fang and
Xiangen Hu},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Identifying relevant user behavior and predicting learning and persistence
in an ITS-based afterschool program},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {581--582},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_102.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CraigHXFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyKDM16,
author = {Scott A. Crossley and
Kris Kyle and
Jodi L. Davenport and
Danielle S. McNamara},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Automatic Assessment of Constructed Response Data in a Chemistry Tutor},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {336--340},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_43.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CrossleyKDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CutumisuS16,
author = {Maria Cutumisu and
Daniel L. Schwartz},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Choosing versus Receiving Feedback: The Impact of Feedback Valence
on Learning in an Assessment Game},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {341--346},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_131.pdf},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CutumisuS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DaiAY16,
author = {Yiling Dai and
Yasuhito Asano and
Masatoshi Yoshikawa},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Course Content Analysis: An Initiative Step toward Learning Object
Recommendation Systems for {MOOC} Learners},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {347--352},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_169.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DaiAY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DavisCHH16,
author = {Dan Davis and
Guanliang Chen and
Claudia Hauff and
Geert{-}Jan Houben},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Gauging {MOOC} Learners' Adherence to the Designed Learning Path},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {54--61},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_63.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DavisCHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DianaESK16,
author = {Nicholas Diana and
Michael Eagle and
John C. Stamper and
Kenneth R. Koedinger},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Extracting Measures of Active Learning and Student Self-Regulated
Learning Strategies from {MOOC} Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {583--584},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_37.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DianaESK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DibieSMQ16,
author = {Ogheneovo Dibie and
Tamara Sumner and
Keith E. Maull and
David Quigley},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Exploring Social Influence on the Usage of Resources in an Online
Learning Community},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {585--586},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_105.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DibieSMQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DillonBCWASD16,
author = {John Z. Dillon and
Nigel Bosch and
Malolan Chetlur and
Nirandika Wanigasekara and
G. Alex Ambrose and
Bikram Sengupta and
Sidney K. D'Mello},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Student Emotion, Co-occurrence, and Dropout in a {MOOC} Context},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {353--357},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_142.pdf},
timestamp = {Wed, 26 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DillonBCWASD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Dobashi16,
author = {Konomu Dobashi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Time Series Cross Section method for monitoring students' page views
of course materials and improving classroom teaching},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {587--588},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_93.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Dobashi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DominguezBU16,
author = {Michelle Dominguez and
Matthew L. Bernacki and
Phillip Merlin Uesbeck},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting {STEM} Achievement with Learning Management System Data:
Prediction Modeling and a Test of an Early Warning System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {589--590},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_47.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DominguezBU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DongKB16,
author = {Yi Dong and
John S. Kinnebrew and
Gautam Biswas},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Comparison of Selection Criteria for Multi-Feature Hierarchical Activity
Mining in Open Ended Learning Environments},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {591--592},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_115.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DongKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoroudiHAB16,
author = {Shayan Doroudi and
Kenneth Holstein and
Vincent Aleven and
Emma Brunskill},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Sequence Matters, But How Do {I} Discover How? Towards a Workflow
for Evaluating Activity Sequences from Data},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws3-paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoroudiHAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DoroudiHAB16a,
author = {Shayan Doroudi and
Kenneth Holstein and
Vincent Aleven and
Emma Brunskill},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Sequence Matters, But How Exactly? {A} Method for Evaluating Activity
Sequences from Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {70--77},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_164.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DoroudiHAB16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/EmondBGG16,
author = {Bruno Emond and
Scott Buffett and
Cyril Goutte and
Jaff Guo},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Analysing and Refining Pilot Training},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {682--687},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_41.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/EmondBGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FancsaliRBYRM16,
author = {Stephen E. Fancsali and
Steven Ritter and
Susan R. Berman and
Michael Yudelson and
Vasile Rus and
Donald M. Morrison},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Toward Integrating Cognitive Tutor Interaction Data with Human Tutoring
Text Dialogue Data in LearnSphere},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws3-paper3.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/FancsaliRBYRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FauconKD16,
author = {Louis Faucon and
Lukasz Kidzinski and
Pierre Dillenbourg},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Semi-Markov model for simulating {MOOC} students},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {358--363},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_112.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FauconKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FeildLZRE16,
author = {Jacqueline L. Feild and
Nicholas Lewkow and
Neil L. Zimmerman and
Mark Riedesel and
Alfred Essa},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Scalable Learning Analytics Platform for Automated Writing Feedback},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {688--693},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_15.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FeildLZRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FengRMB16,
author = {Mingyu Feng and
Jeremy Roschelle and
Craig Mason and
Ruchi Bhanot},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Investigating Gender Difference on Homework in Middle School Mathematics},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {364--369},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_90.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FengRMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FouhFHKS16,
author = {Eric Fouh and
Mohammed F. Farghally and
Sally Hamouda and
Kyu Han Koh and
Clifford A. Shaffer},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Investigating Difficult Topics in a Data Structures Course Using Item
Response Theory and Logged Data Analysis},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {370--375},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_31.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FouhFHKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GelmanRDVJ16,
author = {Ben U. Gelman and
Matt Revelle and
Carlotta Domeniconi and
Kalyan Veeramachaneni and
Aditya Johri},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Acting the Same Differently: {A} Cross-Course Comparison of User Behavior
in MOOCs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {376--381},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_136.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GelmanRDVJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GonzalezMRM16,
author = {Alfredo Zapata Gonzalez and
V{\'{\i}}ctor H. Men{\'{e}}ndez and
Crist{\'{o}}bal Romero and
Manuel Emilio Prieto M{\'{e}}ndez},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Meta-learning for predicting the best vote aggregation method: Case
study in collaborative searching of LOs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {656--657},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_9.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/GonzalezMRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HaoLDKK16,
author = {Jiangang Hao and
Lei Liu and
Alina von Davier and
Patrick C. Kyllonen and
Christopher Kitchen},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Collaborative Problem Solving Skills versus Collaboration Outcomes:
Findings from Statistical Analysis and Data Mining},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {382--387},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_20.pdf},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HaoLDKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HicksLEB16,
author = {Andrew Hicks and
Zhongxiu Liu and
Michael Eagle and
Tiffany Barnes},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Measuring Gameplay Affordances of User-Generated Content in an Educational
Game},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {78--85},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_100.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HicksLEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HolcombB16,
author = {Chris Holcomb and
Duncan A. Buell},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {First-Year Composition as "Big Data": Examining Student Revisions
at Scale},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HolcombB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuSG16,
author = {Zhewei Hu and
Yang Song and
Edward F. Gehringer},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {The Role of Initial Input in Reputation Systems to Generate Accurate
Aggregated Grades from Peer Assessment},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper2.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/HuSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuangB16,
author = {Yun Huang and
Peter Brusilovsky},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Towards Modeling Chunks in a Knowledge Tracing Framework for Students'
Deep Learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {666--668},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_196.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuangB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuangGB16,
author = {Yun Huang and
Julio Guerra and
Peter Brusilovsky},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Data-Driven Framework of Modeling Skill Combinations for Deeper
Knowledge Tracing},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {593--594},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_163.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HuangGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttMWDD16,
author = {Stephen Hutt and
Caitlin Mills and
Shelby White and
Patrick J. Donnelly and
Sidney K. D'Mello},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning
with an Intelligent Tutoring System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {86--93},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_78.pdf},
timestamp = {Sun, 17 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/HuttMWDD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/InventadoSIOHOB16,
author = {Paul Salvador Inventado and
Peter Scupelli and
Eric Van Inwegen and
Korinn Ostrow and
Neil Thomas Heffernan III and
Jaclyn Ocumpaugh and
Ryan S. Baker and
Stefan Slater and
Mia Almeda},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Hint Availability Slows Completion Times in Summer Work},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {388--393},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_166.pdf},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/InventadoSIOHOB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangG16,
author = {Yuheng Helen Jiang and
Lukasz Golab},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {On Competition for Undergraduate Co-op Placements: {A} Graph Mining
Approach},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {394--399},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_12.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JiangG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangLZL16,
author = {Zhuoxuan Jiang and
Peng Li and
Yan Zhang and
Xiaoming Li},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Generating Semantic Concept Map for MOOCs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {595--596},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_14.pdf},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/JiangLZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JoL16,
author = {Jaechoon Jo and
Heuiseok Lim},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How to Judge Learning on Online Learning: Minimum Learning Judgment
System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {597--598},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_185.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JoL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JoTFRG16,
author = {Yohan Jo and
Gaurav Tomar and
Oliver Ferschke and
Carolyn P. Ros{\'{e}} and
Dragan Gasevic},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Expediting Support for Social Learning with Behavior Modeling},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {400--405},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_70.pdf},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/JoTFRG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JugoKS16,
author = {Igor Jugo and
Bozidar Kovacic and
Vanja Slavuj},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Guiding Students Towards Frequent High-Utility Paths in an Ill-Defined
Domain},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {599--600},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_168.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JugoKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KauferI16,
author = {David Kaufer and
Suguru Ishizaki},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Corpus Methods and Textual Visualization to Enhance Learning in Core
Writing Courses},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KauferI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kay16,
author = {Judy Kay},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Enabling people to harness and control {EDM} for lifelong, life-wide
learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {4},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_403.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kay16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kay16a,
author = {Judy Kay},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Enabling people to harness and control {EDM} for lifelong, life-wide
learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {10--20},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_500.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kay16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KhajahLM16,
author = {Mohammad Khajah and
Robert V. Lindsey and
Michael Mozer},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How Deep is Knowledge Tracing?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_144.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KhajahLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KidzinskiSBD16,
author = {Lukasz Kidzinski and
Kshitij Sharma and
Mina Shirvani Boroujeni and
Pierre Dillenbourg},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {On generalizability of {MOOC} models},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {406--411},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_85.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KidzinskiSBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KlinglerKSG16,
author = {Severin Klingler and
Tanja K{\"{a}}ser and
Barbara Solenthaler and
Markus H. Gross},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Temporally Coherent Clustering of Student Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {102--109},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_11.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KlinglerKSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KoedingerM16,
author = {Kenneth R. Koedinger and
Elizabeth A. McLaughlin},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Closing the Loop with Quantitative Cognitive Task Analysis},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {412--417},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_152.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KoedingerM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Kyrilov16,
author = {Angelo Kyrilov},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Using Case-Based Reasoning to Automatically Generate High-Quality
Feedback for Programming Exercises},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {669--671},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_199.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Kyrilov16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LabartheBBY16,
author = {Hugues Labarthe and
Fran{\c{c}}ois Bouchet and
R{\'{e}}mi Bachelet and
Kalina Yacef},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Does a Peer Recommender Foster Students' Engagement in MOOCs?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {418--423},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_171.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LabartheBBY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LabutovL16,
author = {Igor Labutov and
Hod Lipson},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Web as a textbook: Curating Targeted Learning Paths through the Heterogeneous
Learning Resources on the Web},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {110--118},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_159.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LabutovL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LabutovS16,
author = {Igor Labutov and
Christoph Studer},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Calibrated Self-Assessment},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_158.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LabutovS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LambHUP16,
author = {Andrew Lamb and
Jose Hernandez and
Jeffrey D. Ullman and
Andreas Paepcke},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Portrait of an Indexer - Computing Pointers Into Instructional Videos},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {601--602},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_71.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LambHUP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LanB16,
author = {Andrew S. Lan and
Richard G. Baraniuk},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Contextual Bandits Framework for Personalized Learning Action Selection},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {424--429},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_18.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LanB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeePG16,
author = {Da Young Lee and
Ferry Pramudianto and
Edward F. Gehringer},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Prediction of Grades for Reviewing with Automated Peer-review and
Reputation Metrics},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeePG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LeeRBY16,
author = {Ji Eun Lee and
Mimi Recker and
Alex J. Bowers and
Min Yuan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Hierarchical Cluster Analysis Heatmaps and Pattern Analysis: An Approach
for Visualizing Learning Management System Interaction Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {603--604},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_34.pdf},
timestamp = {Mon, 16 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LeeRBY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiB16,
author = {Qiujie Li and
Rachel Baker},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Understanding Engagement in MOOCs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {605--606},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_181.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiCG16,
author = {Haiying Li and
Zhiqiang Cai and
Arthur C. Graesser},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How Good Is Popularity? Summary Grading in Crowdsourcing},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {430--435},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_173.pdf},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Linn16,
author = {Marcia C. Linn},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {{WISE} Ways to Strengthen Inquiry Science Learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {3},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_402.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Linn16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuBLBBBM16,
author = {Zhongxiu Liu and
Rebecca Brown and
Collin F. Lynch and
Tiffany Barnes and
Ryan S. Baker and
Yoav Bergner and
Danielle S. McNamara},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {{MOOC} Learner Behaviors by Country and Culture; an Exploratory Analysis},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {127--134},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_121.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuBLBBBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuDS16,
author = {Ran Liu and
Jodi L. Davenport and
John C. Stamper},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Beyond Log Files: Using Multi-Modal Data Streams Towards Data-Driven
{KC} Model Improvement},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {436--441},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_139.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiuDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LuH16,
author = {Yihan Lu and
Sharon I{-}Han Hsiao},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Seeking Programming-related Information from Large Scaled Discussion
Forums, Help or Harm?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {442--447},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_151.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LuH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaABM16,
author = {Yijun Ma and
Lalitha Agnihotri and
Ryan S. Baker and
Shirin Mojarad},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Effect of student ability and question difficulty on duration},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {135--142},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_46.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaABM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaassP16,
author = {Jaclyn K. Maass and
Philip I. Pavlik Jr.},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Modeling the Influence of Format and Depth during Effortful Retrieval
Practice},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {143--150},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_92.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaassP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MacLellan16,
author = {Christopher J. MacLellan},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Investigating the Impact of Slipping Parameters on Additive Factors
Model Parameter Estimates},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws3-paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MacLellan16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MacLellanHPK16,
author = {Christopher J. MacLellan and
Erik Harpstead and
Rony Patel and
Kenneth R. Koedinger},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {The Apprentice Learner architecture: Closing the loop between learning
theory and educational data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {151--158},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_118.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MacLellanHPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MalkiewichBSKP16,
author = {Laura J. Malkiewich and
Ryan S. Baker and
Valerie Shute and
Shiming Kai and
Luc Paquette},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Classifying behavior to elucidate elegant problem solving in an educational
game},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {448--453},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_51.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MalkiewichBSKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatsudaCS16,
author = {Noboru Matsuda and
Sanjay Chandrasekaran and
John C. Stamper},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How quickly can wheel spinning be detected?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {607--608},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_66.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MatsudaCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBroomJKY16,
author = {Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Mining behaviors of students in autograding submission system logs},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {159--166},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_172.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McBroomJKY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/McBroomJKY16a,
author = {Jessica McBroom and
Bryn Jeffries and
Irena Koprinska and
Kalina Yacef},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Exploring and Following Students' Strategies When Completing Their
Weekly Tasks},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {609--610},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_195.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/McBroomJKY16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MillsBWD16,
author = {Caitlin Mills and
Robert Bixler and
Xinyi Wang and
Sidney K. D'Mello},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Automatic Gaze-Based Detection of Mind Wandering during Film Viewing},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {30--37},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_143.pdf},
timestamp = {Sun, 17 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/MillsBWD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MinWPVBMFWL16,
author = {Wookhee Min and
Joseph B. Wiggins and
Lydia Pezzullo and
Alexandria Katarina Vail and
Kristy Elizabeth Boyer and
Bradford W. Mott and
Megan Frankosky and
Eric N. Wiebe and
James C. Lester},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting Dialogue Acts for Intelligent Virtual Agents with Multimodal
Student Interaction Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {454--459},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_110.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MinWPVBMFWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MlynarskaCG16,
author = {Ewa Mlynarska and
P{\'{a}}draig Cunningham and
Derek Greene},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Time Series Analysis of {VLE} Activity Data},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {613--614},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_72.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MlynarskaCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Mojarad16,
author = {Shirin Mojarad},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Studying Assignment Size and Student Performance Using Propensity
Score Matching},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {701--702},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_82.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Mojarad16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MoriC16,
author = {Makoto Mori and
Philip Chan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Identifying Student Behaviors Early in the Term for Improving Online
Course Performance},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {611--612},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_141.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MoriC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorrisK16,
author = {Julia Morris and
Jennifer Kidd},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Teaching Students to Give and To Receive: Improving Disciplinary Writing
Through Peer Review},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorrisK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MostafaviB16,
author = {Behrooz Mostafavi and
Tiffany Barnes},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Exploring the Impact of Data-driven Tutoring Methods on Students'
Demonstrative Knowledge in Logic Problem Solving},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {460--465},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_125.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MostafaviB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MoxleyW16,
author = {Joe Moxley and
Katie Walkup},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Mapping Writing Analytics},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MoxleyW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Nam16,
author = {SungJin Nam},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting Off-task Behaviors for Adaptive Vocabulary Learning System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {672--674},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_192.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Nam16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NgHLK16,
author = {Kelvin H. R. Ng and
Kevin Hartman and
Kai Liu and
Andy W. H. Khong},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Modelling the way: Using action sequence archetypes to differentiate
learning pathways from learning outcomes},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {167--174},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_154.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NgHLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NiuNZWKY16,
author = {Ke Niu and
Zhendong Niu and
Xiangyu Zhao and
Can Wang and
Kai Kang and
Min Ye},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Coupled User Clustering Algorithm for Web-based Learning Systems},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {175--182},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_42.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NiuNZWKY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Nixon16,
author = {Tristan Nixon},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Massively Scalable {EDM} with Spark},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {615},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_194.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Nixon16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NogaitoYK16,
author = {Izuru Nogaito and
Keiji Yasuda and
Hiroaki Kimura},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Study on Automatic Scoring of Descriptive Type Tests using Text Similarity
Calculations},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {616--617},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_184.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NogaitoYK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaassenJH16,
author = {Benjamin Paa{\ss}en and
Joris Jensen and
Barbara Hammer},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Execution Traces as a Powerful Data Representation for Intelligent
Tutoring Systems for Programming},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {183--190},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_17.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PaassenJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PatchanSC16,
author = {Melissa Patchan and
Christian Schunn and
Russell Clark},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {When Trying to Be Helpful, Peer Reviews Are Also More Accurate},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PatchanSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PelanekR16,
author = {Radek Pel{\'{a}}nek and
Jir{\'{\i}} Rih{\'{a}}k},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Properties and Applications of Wrong Answers in Online Educational
Systems},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {466--471},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_13.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PelanekR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Penteado16,
author = {Bruno Elias Penteado},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Estimation of prerequisite skills model from large scale assessment
data using semantic data mining},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {675--677},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_197.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Penteado16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PramudiantoAASG16,
author = {Ferry Pramudianto and
Maryam Aljeshi and
Hisham Alhussein and
Yang Song and
Edward F. Gehringer and
Dmytro Babik and
David Tinapple},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Peer Review Data Warehouse: Insights From Different Systems},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper6.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/PramudiantoAASG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PramudiantoCGM16,
author = {Ferry Pramudianto and
Tarun Chhabra and
Edward F. Gehringer and
Christopher Maynards},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Assessing the Quality of Automatic Summarization for Peer Review in
Education},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PramudiantoCGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriceDB16,
author = {Thomas W. Price and
Yihuan Dong and
Tiffany Barnes},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Generating Data-driven Hints for Open-ended Programming},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {191--198},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_33.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PriceDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QuigleyDSHPSAP16,
author = {David Quigley and
Ogheneovo Dibie and
Md. Arafat Sultan and
Katie Van Horne and
William R. Penuel and
Tamara Sumner and
Ugochi Acholonu and
Nichole Pinkard},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Equity of Learning Opportunities in the Chicago City of Learning Program},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {618--619},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_74.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/QuigleyDSHPSAP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RaffertyJG16,
author = {Anna N. Rafferty and
Rachel Jansen and
Thomas L. Griffiths},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Using Inverse Planning for Personalized Feedback},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {472--477},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_21.pdf},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RaffertyJG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RamanarayananK16,
author = {Vikram Ramanarayanan and
Saad Khan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Novel features for capturing cooccurrence behavior in dyadic collaborative
problem solving tasks},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {620--621},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_81.pdf},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RamanarayananK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Rau16,
author = {Martina A. Rau},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Pattern mining uncovers social prompts of conceptual learning with
physical and virtual representations},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {478--483},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_32.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Rau16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RauMN16a,
author = {Martina A. Rau and
Blake Mason and
Robert D. Nowak},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {How to Model Implicit Knowledge? Similarity Learning Methods to Assess
Perceptions of Visual Representations},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {199--206},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_87.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RauMN16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RauP16,
author = {Martina A. Rau and
Zachary A. Pardos},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Adding eye-tracking {AOI} data to models of representation skills
does not improve prediction accuracy},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {622--623},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_165.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RauP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RawatA16,
author = {Bhanu Pratap Singh and
Varun Aggarwal},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {An Automated Test of Motor Skills for Job Selection and Feedback},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {694--699},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_79.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RawatA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RenRJ16,
author = {Zhiyun Ren and
Huzefa Rangwala and
Aditya Johri},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting Performance on {MOOC} Assessments using Multi-Regression
Models},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {484--489},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_22.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RenRJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RitterF16,
author = {Steven Ritter and
Stephen Fancsali},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {MATHia {X:} The Next Generation Cognitive Tutor},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {624--625},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_187.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RitterF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RitterYFB16,
author = {Steven Ritter and
Michael Yudelson and
Stephen Fancsali and
Susan R. Berman},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Towards Integrating Human and Automated Tutoring Systems},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {626--627},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_189.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RitterYFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RoscoeJAJM16,
author = {Rod D. Roscoe and
Matthew E. Jacovina and
Laura K. Allen and
Adam C. Johnson and
Danielle S. McNamara},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Toward Revision-Sensitive Feedback in Automated Writing Evaluation},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {628--629},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_80.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RoscoeJAJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RossLNL16,
author = {Valerie Ross and
Mark Liberman and
Lan Ngo and
Rodger LeGrand},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Weighted Log-odds-ratio, Informative Dirichlet Prior Method to Enhance
Peer Review Feedback for Low- and High-scoring College Students in
a Required First-year Writing Program},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RossLNL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RoweAEHBBE16,
author = {Elizabeth Rowe and
Jodi Asbell{-}Clarke and
Michael Eagle and
Andrew Hicks and
Tiffany Barnes and
Rebecca Brown and
Teon Edwards},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Validating Game-based Measures of Implicit Science Learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {490--495},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_53.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RoweAEHBBE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RudniyE16,
author = {Alex Rudniy and
Norbert Elliot},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Collaborative Review in Writing Analytics: N-Gram Analysis of Instructor
and Student Comments},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws2-paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RudniyE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RusBMMRY16,
author = {Vasile Rus and
Rajendra Banjade and
Nabin Maharjan and
Donald M. Morrison and
Steven Ritter and
Michael Yudelson},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Preliminary Results On Dialogue Act and Subact Classification in Chat-based
Online Tutorial Dialogues},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {630--631},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_186.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RusBMMRY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RusGSSG16,
author = {Vasile Rus and
Dipesh Gautam and
Zach Swiecki and
David W. Shaffer and
Art Graesser},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Assessing Student-Generated Design Justifications in Virtual Engineering
Internships},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {496--501},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_113.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RusGSSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SabourinKHM16,
author = {Jennifer Sabourin and
Lucy Kosturko and
Kristin Hoffmann and
Scott W. McQuiggan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Toward Automated Support for Teacher-Facilitated Formative Feedback
on Student Writing},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {703--704},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_98.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SabourinKHM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SabourinMW16,
author = {Jennifer Sabourin and
Scott W. McQuiggan and
Andr{\'{e}} De Waal},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {{SAS} Tools for Educational Data Mining},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {632--633},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_180.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SabourinMW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SahebiLB16,
author = {Shaghayegh Sahebi and
Yu{-}Ru Lin and
Peter Brusilovsky},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Tensor Factorization for Student Modeling and Performance Prediction
in Unstructured Domain},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {502--506},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_150.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SahebiLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SalesWP16,
author = {Adam Sales and
Asa Wilks and
John Pane},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Student Usage Predicts Treatment Effect Heterogeneity in the Cognitive
Tutor Algebra {I} Program},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {207--214},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_75.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SalesWP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sande16,
author = {Brett van de Sande},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Learning Curves for Problems with Multiple Knowledge Components},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {523--526},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_84.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sande16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sande16a,
author = {Brett van de Sande},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Learning curves versus problem difficulty: an analysis of the Knowledge
Component picture for a given context},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {646--647},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_127.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sande16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SharmaBGPD16a,
author = {Arjun Sharma and
Arijit Biswas and
Ankit Gandhi and
Sonal Patil and
Om Deshmukh},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {{LIVELINET:} {A} Multimodal Deep Recurrent Neural Network to Predict
Liveliness in Educational Videos},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {215--222},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_64.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SharmaBGPD16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShenC16,
author = {Shitian Shen and
Min Chi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Aim Low: Correlation-based Feature Selection for Model-based Reinforcement
Learning},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {507--512},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_135.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShenC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sherzad16,
author = {Abdul Rahman Sherzad},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Applicability of Educational Data Mining in Afghanistan: Opportunities
and Challenges},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {634--635},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_1.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sherzad16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShimadaOO16,
author = {Atsushi Shimada and
Fumiya Okubo and
Hiroaki Ogata},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Browsing-Pattern Mining from e-Book Logs with Non-negative Matrix
Factorization},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {636--637},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_183.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ShimadaOO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SlaterOBSIH16,
author = {Stefan Slater and
Jaclyn Ocumpaugh and
Ryan S. Baker and
Peter Scupelli and
Paul Salvador Inventado and
Neil T. Heffernan},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Semantic Features of Math Problems: Relationships to Student Learning
and Engagement},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {223--230},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_140.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SlaterOBSIH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SnowKPFB16,
author = {Erica L. Snow and
Andrew E. Krumm and
Timothy E. Podkul and
Mingyu Feng and
Alex J. Bowers},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Quantifying How Students Use an Online Learning System: {A} Focus
on Transitions and Performance},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {640--641},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_190.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SnowKPFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SongHG16,
author = {Yang Song and
Zhewei Hu and
Edward F. Gehringer},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Who Took Peer Review Seriously: Another Perspective on Student-Generated
Quizzes},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper3.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/SongHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SongHGMKR16,
author = {Yang Song and
Zhewei Hu and
Edward F. Gehringer and
Julia Morris and
Jennifer Kidd and
Stacie Ringleb},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Toward Better Training in Peer Assessment: Does Calibration Help?},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper10.pdf},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/SongHGMKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StanhopeR16,
author = {Daniel Stanhope and
Karl Rectanus},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Platform for Integrating and Analyzing Data to Evaluate the Impacts
of Educational Technologies},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {642--643},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_202.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StanhopeR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StanhopeR16a,
author = {Daniel Stanhope and
Karl Rectanus},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Educational Technology: What 49 Schools Discovered about Usage when
the Data were Uncovered},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {644--645},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_203.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StanhopeR16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/StapelZP16,
author = {Martin Stapel and
Zhilin Zheng and
Niels Pinkwart},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {An Ensemble Method to Predict Student Performance in an Online Math
Learning Environment},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {231--238},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_62.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/StapelZP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SunY16,
author = {Mingxuan Sun and
Seungwon Yang},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Personalization of Learning Paths in Online Communities of Creators},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {513--516},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_175.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SunY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SweeneyLRJ16,
author = {Mack Sweeney and
Jaime Lester and
Huzefa Rangwala and
Aditya Johri},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Next-Term Student Performance Prediction: {A} Recommender Systems
Approach},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {7},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_302.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/SweeneyLRJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TissenbaumBK16,
author = {Michael Tissenbaum and
Matthew Berland and
Vishesh Kumar},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Modeling Visitor Behavior in a Game-Based Engineering Museum Exhibit
with Hidden Markov Models},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {517--522},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_104.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TissenbaumBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TomkinsRG16,
author = {Sabina Tomkins and
Arti Ramesh and
Lise Getoor},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting Post-Test Performance from Student Behavior: {A} High School
{MOOC} Case Study},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {239--246},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_123.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TomkinsRG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VailWGBWL16,
author = {Alexandria Katarina Vail and
Joseph B. Wiggins and
Joseph F. Grafsgaard and
Kristy Elizabeth Boyer and
Eric N. Wiebe and
James C. Lester},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {The Affective Impact of Tutor Questions: Predicting Frustration and
Engagement},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {247--254},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_77.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VailWGBWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Wang16,
author = {Shang Wang},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Designing Interactive and Personalized Concept Mapping Learning Environments},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {678--680},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_201.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Wang16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangC16,
author = {Feng Wang and
Li Chen},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {A Nonlinear State Space Model for Identifying At-Risk Students in
Open Online Courses},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {527--532},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_56.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangWSB16,
author = {Yanqing Wang and
Haoran Wang and
Christian Schunn and
Emily Baehr},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Choosing a Better Moment to Assign Reviewers in Peer Assessment: The
Earlier the Better, or the Later the Better?},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangWSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangWW16,
author = {Shang Wang and
Erin Walker and
Ruth Wylie},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Analyzing Frequent Sequential Patterns of Learning Behaviors in Concept
Mapping},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws3-paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WenMWDHR16,
author = {Miaomiao Wen and
Keith Maki and
Xu Wang and
Steven Dow and
James D. Herbsleb and
Carolyn P. Ros{\'{e}}},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Transactivity as a Predictor of Future Collaborative Knowledge Integration
in Team-Based Learning in Online Courses},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {533--538},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_48.pdf},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/WenMWDHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WhitmerDO16,
author = {John Whitmer and
Aleksander Dietrichson and
Bryan O'Haver},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Validating Automated Triggers and Notifications @ Scale in Blackboard
Learn},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {648--649},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_188.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WhitmerDO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WilliamsBSHL16,
author = {Joseph Jay Williams and
Anthony Botelho and
Adam Sales and
Neil T. Heffernan and
Charles Lang},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Discovering 'Tough Love' Interventions Despite Dropout},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {650--651},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_130.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WilliamsBSHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WilsonKHE16,
author = {Kevin H. Wilson and
Yan Karklin and
Bojian Han and
Chaitanya Ekanadham},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Back to the basics: Bayesian extensions of {IRT} outperform neural
networks for proficiency estimation},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {539--544},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_145.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WilsonKHE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XiongZIB16,
author = {Xiaolu Xiong and
Siyuan Zhao and
Eric Van Inwegen and
Joseph Beck},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Going Deeper with Deep Knowledge Tracing},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {545--550},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_133.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XiongZIB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuD16,
author = {Peng Xu and
Michel C. Desmarais},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Boosted Decision Tree for Q-matrix Refinement},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {551--555},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_134.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XueLC16,
author = {Linting Xue and
Collin F. Lynch and
Min Chi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Unnatural Feature Engineering: Evolving Augmented Graph Grammars for
Argument Diagrams},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {255--262},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_137.pdf},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/XueLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YadavG16,
author = {Ravi Yadav and
Edward F. Gehringer},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Automated Metareviewing: {A} Classifier Approach to Assess the Quality
of Reviews},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws1-paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YadavG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YadavSKSD16,
author = {Kuldeep Yadav and
Kundan Shrivastava and
Ranjeet Kumar and
Saurabh Srivastava and
Om Deshmukh},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {TutorSpace: Content-centric Platform for Enabling Blended Learning
in Developing Countries},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {705--706},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_103.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YadavSKSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YangKR16,
author = {Diyi Yang and
Robert E. Kraut and
Carolyn P. Ros{\'{e}}},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Exploring the Effect of Student Confusion in Massive Open Online Courses},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {8},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_303.pdf},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/YangKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yee-KingGd16,
author = {Matthew Yee{-}King and
Andreu Grimalt{-}Reynes and
Mark d'Inverno},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Predicting student grades from online, collaborative social learning
metrics using {K-NN}},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {654--655},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_120.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yee-KingGd16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yee-Kingd16,
author = {Matthew Yee{-}King and
Mark d'Inverno},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Stimulating collaborative activity in online social learning environments
with Markov decision processes},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {652--653},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_119.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yee-Kingd16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yudelson16,
author = {Michael Yudelson},
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Regularizing Student Parameters of Individualized Bayesian Knowledge
Tracing Model},
booktitle = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633/ws3-paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yudelson16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yudelson16a,
author = {Michael Yudelson},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Individualizing Bayesian Knowledge Tracing. Are Skill Parameters More
Important Than Student Parameters?},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {556--561},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_52.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yudelson16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangSC16,
author = {Yuan Zhang and
Rajat Shah and
Min Chi},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Deep Learning + Student Modeling + Clustering: a Recipe for Effective
Automatic Short Answer Grading},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {562--567},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_61.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhangSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhengKTG16,
author = {Guoguo Zheng and
Seohyun Kim and
Yanyan Tan and
April Galyardt},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Soft Clustering of Physics Misconceptions Using a Mixed Membership
Model},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {658--659},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_174.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhengKTG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhengSP16,
author = {Zhilin Zheng and
Martin Stapel and
Niels Pinkwart},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Perfect Scores Indicate Good Students !? The Case of One Hundred Percenters
in a Math Learning System},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {660--661},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_116.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZhengSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/al-RifaieYd16,
author = {Mohammad Majid al{-}Rifaie and
Matthew Yee{-}King and
Mark d'Inverno},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Investigating Swarm Intelligence for Performance Prediction},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {264--269},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_69.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/al-RifaieYd16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2016,
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://educationaldatamining.org/EDM2016/proceedings.html},
timestamp = {Tue, 09 Aug 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2016w,
editor = {Jonathan P. Rowe and
Erica L. Snow},
title = {Workshop and Tutorial Proceedings of the 9th International Conference
on Educational Data Mining, Raleigh, NC, USA, June 29, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1633},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1633},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/2016w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgnihotriAMRE15,
author = {Lalitha Agnihotri and
Ani Aghababyan and
Shirin Mojarad and
Mark Riedesel and
Alfred Essa},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Mining Login Data For Actionable Student Insight},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {472--475},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short472-475.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/AgnihotriAMRE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgrawalVLP15,
author = {Akshay Agrawal and
Jagadish Venkatraman and
Shane Leonard and
Andreas Paepcke},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {YouEDU: Addressing Confusion in {MOOC} Discussion Forums by Recommending
Instructional Video Clips},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {297--304},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/full297-304.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AgrawalVLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AhnS15,
author = {Luis von Ahn and
Matthew J. Streeter},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Behind the Scenes of Duolingo},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {3},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract3.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AhnS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlHarbiH15,
author = {Ghada AlHarbi and
Thomas Hain},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Using Topic Segmentation Models for the Automatic Organisation of
MOOCs resources},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {524--527},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short524-527.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlHarbiH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AlexandronZP15,
author = {Giora Alexandron and
Qian Zhou and
David E. Pritchard},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Discovering the Pedagogical Resources that Assist Students to Answer
Questions Correctly - {A} Machine Learning Approach},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {520--523},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short520-523.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AlexandronZP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Allen15,
author = {Laura K. Allen},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Who Do You Think {I} Am? Modeling Individual Differences for More
Adaptive and Effective Instruction},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {659--661},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/dc659-661.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Allen15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AllenM15,
author = {Laura K. Allen and
Danielle S. McNamara},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {You are your words: Modeling Students' Vocabulary Knowledge with Natural
Language Processing Techniques},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {258--265},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/full258-265.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AllenM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AltrabshehCF15,
author = {Nabeela Altrabsheh and
Mihaela Cocea and
Sanaz Fallahkhair},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Predicting Learning-Related Emotions from Students' Textual Classroom
Feedback},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {436--439},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short436-439.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AltrabshehCF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AnayaGLH15,
author = {Antonio R. Anaya and
Jes{\'{u}}s Gonz{\'{a}}lez{-}Boticario and
Emilio Let{\'{o}}n and
F{\'{e}}lix Hern{\'{a}}ndez{-}del{-}Olmo},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {An Approach of Collaboration Analytics in MOOCs Using Social Network
Analysis and Influence Diagram},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {492--495},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short492-495.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AnayaGLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndresR15,
author = {Juan Miguel L. Andres and
Ma. Mercedes T. Rodrigo},
editor = {Kaska Porayska{-}Pomsta and
Katrien Verbert},
title = {Analyzing Student Action Sequences and Affect While Playing Physics
Playground},
booktitle = {Workshops Proceedings of {EDM} 2015 8th International Conference on
Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1446},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1446/amadl\_pap4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/AndresR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BahargamEBT15,
author = {Sanaz Bahargam and
D{\'{o}}ra Erd{\"{o}}s and
Azer Bestavros and
Evimaria Terzi},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Personalized Education; Solving a Group Formation and Scheduling Problem
for Educational Content},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {488--491},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short488-491.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BahargamEBT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BaikadiSA15,
author = {Alok Baikadi and
Christian Schunn and
Kevin D. Ashley},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Understanding Revision Planning in Peer-Reviewed Writing},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {544--547},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/short544-547.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BaikadiSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerBGHPW15,
author = {Ryan S. Baker and
Peter Brusilovsky and
Dragan Gasevic and
Neil T. Heffernan and
Mykola Pechenizkiy and
Alyssa Friend Wise},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Grand Challenges for {EDM} and Related Research Areas},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {15},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract15.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BakerBGHPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerCMSS15,
author = {Ryan S. Baker and
John Carney and
Piotr Mitros and
Bror Saxberg and
John C. Stamper},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {The Future of Practical Applications of {EDM} at Scale},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {11},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract11.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BakerCMSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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