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ORCIDBibTeX records: Min Chi
@inproceedings{DBLP:conf/aaai/Gao0C24,
author = {Ge Gao and
Xi Yang and
Min Chi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent
Tutoring},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12136--12144},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29102},
doi = {10.1609/AAAI.V38I11.29102},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Gao0C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/AusinMBC23,
author = {Markel Sanz Ausin and
Mehak Maniktala and
Tiffany Barnes and
Min Chi},
title = {The Impact of Batch Deep Reinforcement Learning on Student Performance:
{A} Simple Act of Explanation Can Go {A} Long Way},
journal = {Int. J. Artif. Intell. Educ.},
volume = {33},
number = {4},
pages = {1031--1056},
year = {2023},
url = {https://doi.org/10.1007/s40593-022-00312-3},
doi = {10.1007/S40593-022-00312-3},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiedu/AusinMBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/KimC23,
author = {Yeo Jin Kim and
Min Chi},
title = {Time-aware deep reinforcement learning with multi-temporal abstraction},
journal = {Appl. Intell.},
volume = {53},
number = {17},
pages = {20007--20033},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-04392-5},
doi = {10.1007/S10489-022-04392-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/KimC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/SinghCM23,
author = {Munindar P. Singh and
Min Chi and
Veena Misra},
title = {Healthful Connected Living: Vision and Challenges for the Case of
Obesity},
journal = {{IEEE} Internet Comput.},
volume = {27},
number = {3},
pages = {7--14},
year = {2023},
url = {https://doi.org/10.1109/MIC.2023.3257994},
doi = {10.1109/MIC.2023.3257994},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/internet/SinghCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShenC23,
author = {Daniel S. Shen and
Min Chi},
title = {{TC-DTW:} Accelerating multivariate dynamic time warping through triangle
inequality and point clustering},
journal = {Inf. Sci.},
volume = {621},
pages = {611--626},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.11.082},
doi = {10.1016/J.INS.2022.11.082},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ShenC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ManiktalaCB23,
author = {Mehak Maniktala and
Min Chi and
Tiffany Barnes},
title = {Enhancing a student productivity model for adaptive problem-solving
assistance},
journal = {User Model. User Adapt. Interact.},
volume = {33},
number = {1},
pages = {159--188},
year = {2023},
url = {https://doi.org/10.1007/s11257-022-09338-7},
doi = {10.1007/S11257-022-09338-7},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/umuai/ManiktalaCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AlamMMCB23,
author = {Nazia Alam and
Mehak Maniktala and
Behrooz Mostafavi and
Min Chi and
Tiffany Barnes},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Does Knowing When Help Is Needed Improve Subgoal Hint Performance
in an Intelligent Data-Driven Logic Tutor?},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {15895--15902},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26887},
doi = {10.1609/AAAI.V37I13.26887},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AlamMMCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AlamMCB23,
author = {Nazia Alam and
Behrooz Mostafavi and
Min Chi and
Tiffany Barnes},
editor = {Ning Wang and
Genaro Rebolledo{-}Mendez and
Vania Dimitrova and
Noboru Matsuda and
Olga C. Santos},
title = {Exploring the Effect of Autoencoder Based Feature Learning for a Deep
Reinforcement Learning Policy for Providing Proactive Help},
booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results,
Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
Doctoral Consortium and Blue Sky - 24th International Conference,
{AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1831},
pages = {278--283},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36336-8\_43},
doi = {10.1007/978-3-031-36336-8\_43},
timestamp = {Fri, 04 Aug 2023 15:27:47 +0200},
biburl = {https://dblp.org/rec/conf/aied/AlamMCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AbdelshiheedHBC23,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Tiffany Barnes and
Min Chi},
editor = {Ning Wang and
Genaro Rebolledo{-}Mendez and
Noboru Matsuda and
Olga C. Santos and
Vania Dimitrova},
title = {Leveraging Deep Reinforcement Learning for Metacognitive Interventions
Across Intelligent Tutoring Systems},
booktitle = {Artificial Intelligence in Education - 24th International Conference,
{AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13916},
pages = {291--303},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36272-9\_24},
doi = {10.1007/978-3-031-36272-9\_24},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/AbdelshiheedHBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ShabrinaMCB23,
author = {Preya Shabrina and
Behrooz Mostafavi and
Min Chi and
Tiffany Barnes},
editor = {Ning Wang and
Genaro Rebolledo{-}Mendez and
Noboru Matsuda and
Olga C. Santos and
Vania Dimitrova},
title = {Impact of Learning a Subgoal-Directed Problem-Solving Strategy Within
an Intelligent Logic Tutor},
booktitle = {Artificial Intelligence in Education - 24th International Conference,
{AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13916},
pages = {389--400},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36272-9\_32},
doi = {10.1007/978-3-031-36272-9\_32},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/ShabrinaMCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AusinABC23,
author = {Markel Sanz Ausin and
Mark Abdelshiheed and
Tiffany Barnes and
Min Chi},
editor = {Ning Wang and
Genaro Rebolledo{-}Mendez and
Vania Dimitrova and
Noboru Matsuda and
Olga C. Santos},
title = {A Unified Batch Hierarchical Reinforcement Learning Framework for
Pedagogical Policy Induction with Deep Bisimulation Metrics},
booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results,
Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
Doctoral Consortium and Blue Sky - 24th International Conference,
{AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1831},
pages = {599--605},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36336-8\_93},
doi = {10.1007/978-3-031-36336-8\_93},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/AusinABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HostetterABC23,
author = {John Wesley Hostetter and
Mark Abdelshiheed and
Tiffany Barnes and
Min Chi},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {A Self-Organizing Neuro-Fuzzy Q-Network: Systematic Design with Offline
Hybrid Learning},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1248--1257},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598770},
doi = {10.5555/3545946.3598770},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/HostetterABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GaoJAC23,
author = {Ge Gao and
Song Ju and
Markel Sanz Ausin and
Min Chi},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {{HOPE:} Human-Centric Off-Policy Evaluation for E-Learning and Healthcare},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1504--1513},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598804},
doi = {10.5555/3545946.3598804},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GaoJAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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/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/fuzzIEEE/HostetterABC23,
author = {John Wesley Hostetter and
Mark Abdelshiheed and
Tiffany Barnes and
Min Chi},
title = {Leveraging Fuzzy Logic Towards More Explainable Reinforcement Learning-Induced
Pedagogical Policies on Intelligent Tutoring Systems},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ} 2023, Incheon,
Republic of Korea, August 13-17, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FUZZ52849.2023.10309741},
doi = {10.1109/FUZZ52849.2023.10309741},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/HostetterABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HostetterC23,
author = {John Wesley Hostetter and
Min Chi},
title = {Latent Space Encoding for Interpretable Fuzzy Logic Rules in Continuous
and Noisy High-Dimensional Spaces},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ} 2023, Incheon,
Republic of Korea, August 13-17, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FUZZ52849.2023.10309706},
doi = {10.1109/FUZZ52849.2023.10309706},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/HostetterC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/GaoC23,
author = {Ge Gao and
Min Chi},
title = {Trace Augmentation with Missing EHRs for Sepsis Treatments},
booktitle = {11th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2023, Houston, TX, USA, June 26-29, 2023},
pages = {480},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICHI57859.2023.00073},
doi = {10.1109/ICHI57859.2023.00073},
timestamp = {Wed, 17 Jan 2024 17:11:28 +0100},
biburl = {https://dblp.org/rec/conf/ichi/GaoC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GaoGCP23,
author = {Qitong Gao and
Ge Gao and
Min Chi and
Miroslav Pajic},
title = {Variational Latent Branching Model for Off-Policy Evaluation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3VFQfAG3vwi},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GaoGCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangGC23,
author = {Xi Yang and
Ge Gao and
Min Chi},
title = {Hierarchical Apprenticeship Learning for Disease Progression Modeling},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {2388--2396},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/265},
doi = {10.24963/IJCAI.2023/265},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YangGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iva/HostetterC0ABC23,
author = {John Wesley Hostetter and
Cristina Conati and
Xi Yang and
Mark Abdelshiheed and
Tiffany Barnes and
Min Chi},
editor = {Birgit Lugrin and
Marc Erich Latoschik and
Sebastion von Mammen and
Stefan Kopp and
Florian P{\'{e}}cune and
Catherine Pelachaud},
title = {{XAI} to Increase the Effectiveness of an Intelligent Pedagogical
Agent},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Intelligent
Virtual Agents, {IVA} 2023, W{\"{u}}rzburg, Germany, September
19-22, 2023},
pages = {28:1--28:9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3570945.3607301},
doi = {10.1145/3570945.3607301},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iva/HostetterC0ABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoGDTCP23,
author = {Qitong Gao and
Ge Gao and
Juncheng Dong and
Vahid Tarokh and
Min Chi and
Miroslav Pajic},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Off-Policy Evaluation for Human Feedback},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1cb57fcf7ff3f6d37eebae5becc9ea6d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GaoGDTCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12056,
author = {Qitong Gao and
Ge Gao and
Min Chi and
Miroslav Pajic},
title = {Variational Latent Branching Model for Off-Policy Evaluation},
journal = {CoRR},
volume = {abs/2301.12056},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12056},
doi = {10.48550/ARXIV.2301.12056},
eprinttype = {arXiv},
eprint = {2301.12056},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09212,
author = {Ge Gao and
Song Ju and
Markel Sanz Ausin and
Min Chi},
title = {{HOPE:} Human-Centric Off-Policy Evaluation for E-Learning and Healthcare},
journal = {CoRR},
volume = {abs/2302.09212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09212},
doi = {10.48550/ARXIV.2302.09212},
eprinttype = {arXiv},
eprint = {2302.09212},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11960,
author = {Mark Abdelshiheed and
Mehak Maniktala and
Song Ju and
Ayush Jain and
Tiffany Barnes and
Min Chi},
title = {Preparing Unprepared Students For Future Learning},
journal = {CoRR},
volume = {abs/2303.11960},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11960},
doi = {10.48550/ARXIV.2303.11960},
eprinttype = {arXiv},
eprint = {2303.11960},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11965,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Preya Shabrina and
Tiffany Barnes and
Min Chi},
title = {The Power of Nudging: Exploring Three Interventions for Metacognitive
Skills Instruction across Intelligent Tutoring Systems},
journal = {CoRR},
volume = {abs/2303.11965},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11965},
doi = {10.48550/ARXIV.2303.11965},
eprinttype = {arXiv},
eprint = {2303.11965},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12223,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Xi Yang and
Tiffany Barnes and
Min Chi},
title = {Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition
and Transfer},
journal = {CoRR},
volume = {abs/2303.12223},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12223},
doi = {10.48550/ARXIV.2303.12223},
eprinttype = {arXiv},
eprint = {2303.12223},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13541,
author = {Mark Abdelshiheed and
Guojing Zhou and
Mehak Maniktala and
Tiffany Barnes and
Min Chi},
title = {Metacognition and Motivation: The Role of Time-Awareness in Preparation
for Future Learning},
journal = {CoRR},
volume = {abs/2303.13541},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13541},
doi = {10.48550/ARXIV.2303.13541},
eprinttype = {arXiv},
eprint = {2303.13541},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14609,
author = {Mark Abdelshiheed and
Mehak Maniktala and
Tiffany Barnes and
Min Chi},
title = {Assessing Competency Using Metacognition and Motivation: The Role
of Time-Awareness in Preparation for Future Learning},
journal = {CoRR},
volume = {abs/2303.14609},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14609},
doi = {10.48550/ARXIV.2303.14609},
eprinttype = {arXiv},
eprint = {2303.14609},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09821,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Tiffany Barnes and
Min Chi},
title = {Leveraging Deep Reinforcement Learning for Metacognitive Interventions
across Intelligent Tutoring Systems},
journal = {CoRR},
volume = {abs/2304.09821},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09821},
doi = {10.48550/ARXIV.2304.09821},
eprinttype = {arXiv},
eprint = {2304.09821},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11739,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Tiffany Barnes and
Min Chi},
title = {Bridging Declarative, Procedural, and Conditional Metacognitive Knowledge
Gap Using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2304.11739},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11739},
doi = {10.48550/ARXIV.2304.11739},
eprinttype = {arXiv},
eprint = {2304.11739},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09070,
author = {Xi Yang and
Ge Gao and
Min Chi},
title = {An Offline Time-aware Apprenticeship Learning Framework for Evolving
Reward Functions},
journal = {CoRR},
volume = {abs/2305.09070},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09070},
doi = {10.48550/ARXIV.2305.09070},
eprinttype = {arXiv},
eprint = {2305.09070},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07123,
author = {Qitong Gao and
Ge Gao and
Juncheng Dong and
Vahid Tarokh and
Min Chi and
Miroslav Pajic},
title = {Off-Policy Evaluation for Human Feedback},
journal = {CoRR},
volume = {abs/2310.07123},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07123},
doi = {10.48550/ARXIV.2310.07123},
eprinttype = {arXiv},
eprint = {2310.07123},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/CodyMLCB22,
author = {Christa Cody and
Mehak Maniktala and
Nicholas Lytle and
Min Chi and
Tiffany Barnes},
title = {The Impact of Looking Further Ahead: {A} Comparison of Two Data-driven
Unsolicited Hint Types on Performance in an Intelligent Data-driven
Logic Tutor},
journal = {Int. J. Artif. Intell. Educ.},
volume = {32},
number = {2},
pages = {263--296},
year = {2022},
url = {https://doi.org/10.1007/s40593-021-00237-3},
doi = {10.1007/S40593-021-00237-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiedu/CodyMLCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ZhouAABC22,
author = {Guojing Zhou and
Hamoon Azizsoltani and
Markel Sanz Ausin and
Tiffany Barnes and
Min Chi},
title = {Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical
Policy Induction},
journal = {Int. J. Artif. Intell. Educ.},
volume = {32},
number = {2},
pages = {454--500},
year = {2022},
url = {https://doi.org/10.1007/s40593-021-00269-9},
doi = {10.1007/S40593-021-00269-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/ZhouAABC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaoKPBC22,
author = {Ye Mao and
Farzaneh Khoshnevisan and
Thomas W. Price and
Tiffany Barnes and
Min Chi},
title = {Cross-Lingual Adversarial Domain Adaptation for Novice Programming},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7682--7690},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20735},
doi = {10.1609/AAAI.V36I7.20735},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaoKPBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JuYBC22,
author = {Song Ju and
Xi Yang and
Tiffany Barnes and
Min Chi},
editor = {Maria Mercedes T. Rodrigo and
Noboru Matsuda and
Alexandra I. Cristea and
Vania Dimitrova},
title = {Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement
Learning},
booktitle = {Artificial Intelligence in Education - 23rd International Conference,
{AIED} 2022, Durham, UK, July 27-31, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13355},
pages = {440--452},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-11644-5\_36},
doi = {10.1007/978-3-031-11644-5\_36},
timestamp = {Fri, 16 Feb 2024 09:01:51 +0100},
biburl = {https://dblp.org/rec/conf/aied/JuYBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AbdelshiheedHYB22,
author = {Mark Abdelshiheed and
John Wesley Hostetter and
Xi Yang and
Tiffany Barnes and
Min Chi},
editor = {Maria Mercedes T. Rodrigo and
Noboru Matsuda and
Alexandra I. Cristea and
Vania Dimitrova},
title = {Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition
and Transfer},
booktitle = {Artificial Intelligence in Education - 23rd International Conference,
{AIED} 2022, Durham, UK, July 27-31, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13355},
pages = {546--552},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-11644-5\_47},
doi = {10.1007/978-3-031-11644-5\_47},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/AbdelshiheedHYB22.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 16:21:22 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004CBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/GaoKC22,
author = {Ge Gao and
Farzaneh Khoshnevisan and
Min Chi},
title = {Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit
Information for Septic Shock Early Prediction},
booktitle = {10th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2022, Rochester, MN, USA, June 11-14, 2022},
pages = {151--162},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICHI54592.2022.00034},
doi = {10.1109/ICHI54592.2022.00034},
timestamp = {Fri, 23 Sep 2022 17:15:39 +0200},
biburl = {https://dblp.org/rec/conf/ichi/GaoKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GaoG0PC22,
author = {Ge Gao and
Qitong Gao and
Xi Yang and
Miroslav Pajic and
Min Chi},
editor = {Luc De Raedt},
title = {A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate
Time Series Classification},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2994--3000},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/415},
doi = {10.24963/IJCAI.2022/415},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GaoG0PC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05177,
author = {Mitchell Plyler and
Michael Green and
Min Chi},
title = {Making a (Counterfactual) Difference One Rationale at a Time},
journal = {CoRR},
volume = {abs/2201.05177},
year = {2022},
url = {https://arxiv.org/abs/2201.05177},
eprinttype = {arXiv},
eprint = {2201.05177},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08245,
author = {Ge Gao and
Farzaneh Khoshnevisan and
Min Chi},
title = {Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit
Information for Septic Shock Early Prediction},
journal = {CoRR},
volume = {abs/2203.08245},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08245},
doi = {10.48550/ARXIV.2203.08245},
eprinttype = {arXiv},
eprint = {2203.08245},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03545,
author = {Yang Shi and
Min Chi and
Tiffany Barnes and
Thomas W. Price},
title = {Code-DKT: {A} Code-based Knowledge Tracing Model for Programming Tasks},
journal = {CoRR},
volume = {abs/2206.03545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03545},
doi = {10.48550/ARXIV.2206.03545},
eprinttype = {arXiv},
eprint = {2206.03545},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03025,
author = {Mehak Maniktala and
Min Chi and
Tiffany Barnes},
title = {Enhancing a Student Productivity Model for Adaptive Problem-Solving
Assistance},
journal = {CoRR},
volume = {abs/2207.03025},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03025},
doi = {10.48550/ARXIV.2207.03025},
eprinttype = {arXiv},
eprint = {2207.03025},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04696,
author = {Preya Shabrina and
Behrooz Mostafavi and
Mark Abdelshiheed and
Min Chi and
Tiffany Barnes},
title = {Investigating the Impact of Backward Strategy Learning in a Logic
Tutor: Aiding Subgoal Learning towards Improved Problem Solving},
journal = {CoRR},
volume = {abs/2208.04696},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04696},
doi = {10.48550/ARXIV.2208.04696},
eprinttype = {arXiv},
eprint = {2208.04696},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05326,
author = {Preya Shabrina and
Samiha Marwan and
Andrew Bennison and
Min Chi and
Thomas W. Price and
Tiffany Barnes},
title = {A Multicriteria Evaluation for Data-Driven Programming Feedback Systems:
Accuracy, Effectiveness, Fallibility, and Students' Response},
journal = {CoRR},
volume = {abs/2208.05326},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05326},
doi = {10.48550/ARXIV.2208.05326},
eprinttype = {arXiv},
eprint = {2208.05326},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ManiktalaCBC21,
author = {Mehak Maniktala and
Christa Cody and
Tiffany Barnes and
Min Chi},
title = {Correction to: Avoiding Help Avoidance: Using Interface Design Changes
to Promote Unsolicited Hint Usage in an Intelligent Tutor},
journal = {Int. J. Artif. Intell. Educ.},
volume = {31},
number = {1},
pages = {154--155},
year = {2021},
url = {https://doi.org/10.1007/s40593-020-00232-0},
doi = {10.1007/S40593-020-00232-0},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/ManiktalaCBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JuZABC21,
author = {Song Ju and
Guojing Zhou and
Mark Abdelshiheed and
Tiffany Barnes and
Min Chi},
editor = {Ido Roll and
Danielle S. McNamara and
Sergey A. Sosnovsky and
Rose Luckin and
Vania Dimitrova},
title = {Evaluating Critical Reinforcement Learning Framework in the Field},
booktitle = {Artificial Intelligence in Education - 22nd International Conference,
{AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12748},
pages = {215--227},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78292-4\_18},
doi = {10.1007/978-3-030-78292-4\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/JuZABC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AusinMBC21,
author = {Markel Sanz Ausin and
Mehak Maniktala and
Tiffany Barnes and
Min Chi},
editor = {Ido Roll and
Danielle S. McNamara and
Sergey A. Sosnovsky and
Rose Luckin and
Vania Dimitrova},
title = {Tackling the Credit Assignment Problem in Reinforcement Learning-Induced
Pedagogical Policies with Neural Networks},
booktitle = {Artificial Intelligence in Education - 22nd International Conference,
{AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12748},
pages = {356--368},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78292-4\_29},
doi = {10.1007/978-3-030-78292-4\_29},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/AusinMBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AusinAJKC21,
author = {Markel Sanz Ausin and
Hamoon Azizsoltani and
Song Ju and
Yeo{-}Jin Kim and
Min Chi},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {InferNet for Delayed Reinforcement Tasks: Addressing the Temporal
Credit Assignment Problem},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1337--1348},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671827},
doi = {10.1109/BIGDATA52589.2021.9671827},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AusinAJKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JuKAMC21,
author = {Song Ju and
Yeo Jin Kim and
Markel Sanz Ausin and
Maria E. Mayorga and
Min Chi},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {To Reduce Healthcare Workload: Identify Critical Sepsis Progression
Moments through Deep Reinforcement Learning},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1640--1646},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671407},
doi = {10.1109/BIGDATA52589.2021.9671407},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/JuKAMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KimAC21,
author = {Yeo Jin Kim and
Markel Sanz Ausin and
Min Chi},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Multi-Temporal Abstraction with Time-Aware Deep Q-Learning for Septic
Shock Prevention},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1657--1663},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671662},
doi = {10.1109/BIGDATA52589.2021.9671662},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KimAC21.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 16:46:41 +0100},
biburl = {https://dblp.org/rec/conf/edm/0004MBCP21.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/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/ghtc/SharmaDIC21,
author = {Esha Sharma and
Lauren B. Davis and
Julie S. Ivy and
Min Chi},
title = {Data to Donations: Towards In-Kind Food Donation Prediction across
Two Coasts},
booktitle = {{IEEE} Global Humanitarian Technology Conference, {GHTC} 2021, Seattle,
WA, USA, October 19-23, 2021},
pages = {281--288},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/GHTC53159.2021.9612484},
doi = {10.1109/GHTC53159.2021.9612484},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ghtc/SharmaDIC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangZC21,
author = {Xi Yang and
Yuan Zhang and
Min Chi},
editor = {Zhi{-}Hua Zhou},
title = {Multi-series Time-aware Sequence Partitioning for Disease Progression
Modeling},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3581--3587},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/493},
doi = {10.24963/IJCAI.2021/493},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YangZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PlylerGC21,
author = {Mitchell Plyler and
Michael Green and
Min Chi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Making a (Counterfactual) Difference One Rationale at a Time},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28701--28713},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f0f800c92d191d736c4411f3b3f8ef4a-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PlylerGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhoshnevisanC21,
author = {Farzaneh Khoshnevisan and
Min Chi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Unifying Domain Adaptation and Domain Generalization for Robust Prediction
Across Minority Racial Groups},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {521--537},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_32},
doi = {10.1007/978-3-030-86486-6\_32},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KhoshnevisanC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07731,
author = {Daniel Shen and
Min Chi},
title = {{TC-DTW:} Accelerating Multivariate Dynamic Time Warping Through Triangle
Inequality and Point Clustering},
journal = {CoRR},
volume = {abs/2101.07731},
year = {2021},
url = {https://arxiv.org/abs/2101.07731},
eprinttype = {arXiv},
eprint = {2101.07731},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05741,
author = {Christa Cody and
Mehak Maniktala and
Nicholas Lytle and
Min Chi and
Tiffany Barnes},
title = {The Impact of Looking Further Ahead: {A} Comparison of Two Data-driven
Unsolicited Hint Types on Performance in an Intelligent Data-driven
Logic Tutor},
journal = {CoRR},
volume = {abs/2102.05741},
year = {2021},
url = {https://arxiv.org/abs/2102.05741},
eprinttype = {arXiv},
eprint = {2102.05741},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00568,
author = {Markel Sanz Ausin and
Hamoon Azizsoltani and
Song Ju and
Yeo{-}Jin Kim and
Min Chi},
title = {InferNet for Delayed Reinforcement Tasks: Addressing the Temporal
Credit Assignment Problem},
journal = {CoRR},
volume = {abs/2105.00568},
year = {2021},
url = {https://arxiv.org/abs/2105.00568},
eprinttype = {arXiv},
eprint = {2105.00568},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02580,
author = {Yeo{-}Jin Kim and
Min Chi},
title = {Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2105.02580},
year = {2021},
url = {https://arxiv.org/abs/2105.02580},
eprinttype = {arXiv},
eprint = {2105.02580},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ManiktalaCBC20,
author = {Mehak Maniktala and
Christa Cody and
Tiffany Barnes and
Min Chi},
title = {Avoiding Help Avoidance: Using Interface Design Changes to Promote
Unsolicited Hint Usage in an Intelligent Tutor},
journal = {Int. J. Artif. Intell. Educ.},
volume = {30},
number = {4},
pages = {637--667},
year = {2020},
url = {https://doi.org/10.1007/s40593-020-00213-3},
doi = {10.1007/S40593-020-00213-3},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aiedu/ManiktalaCBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ZhangLC20,
author = {Yuan Zhang and
Chen Lin and
Min Chi},
title = {Going deeper: Automatic short-answer grading by combining student
and question models},
journal = {User Model. User Adapt. Interact.},
volume = {30},
number = {1},
pages = {51--80},
year = {2020},
url = {https://doi.org/10.1007/s11257-019-09251-6},
doi = {10.1007/S11257-019-09251-6},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/ZhangLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AusinMBC20,
author = {Markel Sanz Ausin and
Mehak Maniktala and
Tiffany Barnes and
Min Chi},
editor = {Ig Ibert Bittencourt and
Mutlu Cukurova and
Kasia Muldner and
Rose Luckin and
Eva Mill{\'{a}}n},
title = {Exploring the Impact of Simple Explanations and Agency on Batch Deep
Reinforcement Learning Induced Pedagogical Policies},
booktitle = {Artificial Intelligence in Education - 21st International Conference,
{AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12163},
pages = {472--485},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52237-7\_38},
doi = {10.1007/978-3-030-52237-7\_38},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/AusinMBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KhoshnevisanC20,
author = {Farzaneh Khoshnevisan and
Min Chi},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {An Adversarial Domain Separation Framework for Septic Shock Early
Prediction Across {EHR} Systems},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {64--73},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378058},
doi = {10.1109/BIGDATA50022.2020.9378058},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KhoshnevisanC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SohnPC20,
author = {Hyunwoo Sohn and
Kyungjin Park and
Min Chi},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {MuLan: Multilevel Language-based Representation Learning for Disease
Progression Modeling},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1246--1255},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377829},
doi = {10.1109/BIGDATA50022.2020.9377829},
timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SohnPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/AbdelshiheedC20,
author = {Mark Abdelshiheed and
Min Chi},
editor = {Stephanie Denison and
Michael Mack and
Yang Xu and
Blair C. Armstrong},
title = {Metacognition and Motivation: The Role of Time-Awareness in Preparation
for Future Learning},
booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society
- Developing a Mind: Learning in Humans, Animals, and Machines, CogSci
2020, virtual, July 29 - August 1, 2020},
publisher = {cognitivesciencesociety.org},
year = {2020},
url = {https://cogsci.mindmodeling.org/2020/papers/0167/index.html},
timestamp = {Wed, 17 Apr 2024 12:42:59 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/AbdelshiheedC20.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 = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/CodyMWCB20.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/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 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/MarwanPCB20.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/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/ijcai/ZhouAABC20,
author = {Guojing Zhou and
Hamoon Azizsoltani and
Markel Sanz Ausin and
Tiffany Barnes and
Min Chi},
editor = {Christian Bessiere},
title = {Hierarchical Reinforcement Learning for Pedagogical Policy Induction
(Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4691--4695},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/647},
doi = {10.24963/IJCAI.2020/647},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouAABC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/YangKTAC20,
author = {Xi Yang and
Yeo{-}Jin Kim and
Michelle Taub and
Roger Azevedo and
Min Chi},
editor = {Yong Man Ro and
Wen{-}Huang Cheng and
Junmo Kim and
Wei{-}Ta Chu and
Peng Cui and
Jung{-}Woo Choi and
Min{-}Chun Hu and
Wesley De Neve},
title = {{PRIME:} Block-Wise Missingness Handling for Multi-modalities in Intelligent
Tutoring Systems},
booktitle = {MultiMedia Modeling - 26th International Conference, {MMM} 2020, Daejeon,
South Korea, January 5-8, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11962},
pages = {63--75},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-37734-2\_6},
doi = {10.1007/978-3-030-37734-2\_6},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmm/YangKTAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ZhouYABC20,
author = {Guojing Zhou and
Xi Yang and
Hamoon Azizsoltani and
Tiffany Barnes and
Min Chi},
editor = {Tsvi Kuflik and
Ilaria Torre and
Robin Burke and
Cristina Gena},
title = {Improving Student-System Interaction Through Data-driven Explanations
of Hierarchical Reinforcement Learning Induced Pedagogical Policies},
booktitle = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
pages = {284--292},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340631.3394848},
doi = {10.1145/3340631.3394848},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/ZhouYABC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13371,
author = {Mehak Maniktala and
Christa Cody and
Tiffany Barnes and
Min Chi},
title = {Avoiding Help Avoidance: Using Interface Design Changes to Promote
Unsolicited Hint Usage in an Intelligent Tutor},
journal = {CoRR},
volume = {abs/2009.13371},
year = {2020},
url = {https://arxiv.org/abs/2009.13371},
eprinttype = {arXiv},
eprint = {2009.13371},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04124,
author = {Mehak Maniktala and
Christa Cody and
Amy Isvik and
Nicholas Lytle and
Min Chi and
Tiffany Barnes},
title = {Extending the Hint Factory for the assistance dilemma: {A} novel,
data-driven HelpNeed Predictor for proactive problem-solving help},
journal = {CoRR},
volume = {abs/2010.04124},
year = {2020},
url = {https://arxiv.org/abs/2010.04124},
eprinttype = {arXiv},
eprint = {2010.04124},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13952,
author = {Farzaneh Khoshnevisan and
Min Chi},
title = {An Adversarial Domain Separation Framework for Septic Shock Early
Prediction Across {EHR} Systems},
journal = {CoRR},
volume = {abs/2010.13952},
year = {2020},
url = {https://arxiv.org/abs/2010.13952},
eprinttype = {arXiv},
eprint = {2010.13952},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ZhouAABC19,
author = {Guojing Zhou and
Hamoon Azizsoltani and
Markel Sanz Ausin and
Tiffany Barnes and
Min Chi},
editor = {Seiji Isotani and
Eva Mill{\'{a}}n and
Amy Ogan and
Peter M. Hastings and
Bruce M. McLaren and
Rose Luckin},
title = {Hierarchical Reinforcement Learning for Pedagogical Policy Induction},
booktitle = {Artificial Intelligence in Education - 20th International Conference,
{AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11625},
pages = {544--556},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-23204-7\_45},
doi = {10.1007/978-3-030-23204-7\_45},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/ZhouAABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/JazayeriCYKCA19,
author = {Ali Jazayeri and
Muge Capan and
Christopher C. Yang and
Farzaneh Khoshnevisan and
Min Chi and
Ryan Arnold},
editor = {Xinghua Mindy Shi and
Michael Buck and
Jian Ma and
Pierangelo Veltri},
title = {Network-Based Modeling of Sepsis: Quantification and Evaluation of
Simultaneity of Organ Dysfunctions},
booktitle = {Proceedings of the 10th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, {BCB} 2019, Niagara
Falls, NY, USA, September 7-10, 2019},
pages = {87--96},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307339.3342160},
doi = {10.1145/3307339.3342160},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/JazayeriCYKCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinIC19,
author = {Chen Lin and
Julie S. Ivy and
Min Chi},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Multi-layer Facial Representation Learning for Early Prediction of
Septic Shock},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {840--849},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006002},
doi = {10.1109/BIGDATA47090.2019.9006002},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangSC19,
author = {Shuai Yang and
Xipeng Shen and
Min Chi},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Streamline Density Peak Clustering for Practical Adoptions},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {49--58},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358053},
doi = {10.1145/3357384.3358053},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YangSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZhouYC19,
author = {Guojing Zhou and
Xi Yang and
Min Chi},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Big, Little, or Both? Exploring the Impact of Granularity on Learning
for Students with Different Incoming Competence},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {3206--3212},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0538/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:09 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZhouYC19.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/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 16:22:19 +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/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/icer/ZhiCBP19,
author = {Rui Zhi and
Min Chi and
Tiffany Barnes and
Thomas W. Price},
editor = {Robert McCartney and
Andrew Petersen and
Anthony V. Robins and
Adon Moskal},
title = {Evaluating the Effectiveness of Parsons Problems for Block-based Programming},
booktitle = {Proceedings of the 2019 {ACM} Conference on International Computing
Education Research, {ICER} 2019, Toronto, ON, Canada, August 12-14,
2019},
pages = {51--59},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3291279.3339419},
doi = {10.1145/3291279.3339419},
timestamp = {Fri, 18 Jun 2021 10:58:59 +0200},
biburl = {https://dblp.org/rec/conf/icer/ZhiCBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/YangKKZC19,
author = {Xi Yang and
Yeo{-}Jin Kim and
Farzaneh Khoshnevisan and
Yuan Zhang and
Min Chi},
title = {Missing Data Imputation for {MIMIC-III} using Matrix Decomposition},
booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2019, Xi'an, China, June 10-13, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICHI.2019.8904824},
doi = {10.1109/ICHI.2019.8904824},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/YangKKZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/ZhangYIC19,
author = {Yuan Zhang and
Xi Yang and
Julie S. Ivy and
Min Chi},
title = {Time-aware Adversarial Networks for Adapting Disease Progression Modeling},
booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2019, Xi'an, China, June 10-13, 2019},
pages = {1--11},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICHI.2019.8904698},
doi = {10.1109/ICHI.2019.8904698},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/ZhangYIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AzizsoltaniKABC19,
author = {Hamoon Azizsoltani and
Yeo{-}Jin Kim and
Markel Sanz Ausin and
Tiffany Barnes and
Min Chi},
editor = {Sarit Kraus},
title = {Unobserved Is Not Equal to Non-existent: Using Gaussian Processes
to Infer Immediate Rewards Across Contexts},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1974--1980},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/273},
doi = {10.24963/IJCAI.2019/273},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AzizsoltaniKABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYIC19,
author = {Yuan Zhang and
Xi Yang and
Julie S. Ivy and
Min Chi},
editor = {Sarit Kraus},
title = {{ATTAIN:} Attention-based Time-Aware {LSTM} Networks for Disease Progression
Modeling},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4369--4375},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/607},
doi = {10.24963/IJCAI.2019/607},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYIC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShenC19,
author = {Daniel Shen and
Min Chi},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Alexis Bondu and
Thomas Guyet and
Romain Tavenard},
title = {An Initial Study on Adapting {DTW} at Individual Query for Electrocardiogram
Analysis},
booktitle = {Advanced Analytics and Learning on Temporal Data - 4th {ECML} {PKDD}
Workshop, {AALTD} 2019, W{\"{u}}rzburg, Germany, September 20,
2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11986},
pages = {213--228},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-39098-3\_16},
doi = {10.1007/978-3-030-39098-3\_16},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShenC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/ZhiPMMBC19,
author = {Rui Zhi and
Thomas W. Price and
Samiha Marwan and
Alexandra Milliken and
Tiffany Barnes and
Min Chi},
editor = {Elizabeth K. Hawthorne and
Manuel A. P{\'{e}}rez{-}Qui{\~{n}}ones and
Sarah Heckman and
Jian Zhang},
title = {Exploring the Impact of Worked Examples in a Novice Programming Environment},
booktitle = {Proceedings of the 50th {ACM} Technical Symposium on Computer Science
Education, {SIGCSE} 2019, Minneapolis, MN, USA, February 27 - March
02, 2019},
pages = {98--104},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287324.3287385},
doi = {10.1145/3287324.3287385},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcse/ZhiPMMBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ShenMLBC18,
author = {Shitian Shen and
Behrooz Mostafavi and
Collin F. Lynch and
Tiffany Barnes and
Min Chi},
editor = {Carolyn Penstein Ros{\'{e}} and
Roberto Mart{\'{\i}}nez Maldonado and
Heinz Ulrich Hoppe and
Rose Luckin and
Manolis Mavrikis and
Kaska Porayska{-}Pomsta and
Bruce M. McLaren and
Benedict du Boulay},
title = {Empirically Evaluating the Effectiveness of {POMDP} vs. {MDP} Towards
the Pedagogical Strategies Induction},
booktitle = {Artificial Intelligence in Education - 19th International Conference,
{AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10948},
pages = {327--331},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93846-2\_61},
doi = {10.1007/978-3-319-93846-2\_61},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/ShenMLBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YangZC18,
author = {Xi Yang and
Yuan Zhang and
Min Chi},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Time-aware Subgroup Matrix Decomposition: Imputing Missing Data Using
Forecasting Events},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1524--1533},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622436},
doi = {10.1109/BIGDATA.2018.8622436},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/YangZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/LinZICAHC18,
author = {Chen Lin and
Yuan Zhang and
Julie S. Ivy and
Muge Capan and
Ryan Arnold and
Jeanne M. Huddleston and
Min Chi},
title = {Early Diagnosis and Prediction of Sepsis Shock by Combining Static
and Dynamic Information Using Convolutional-LSTM},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {219--228},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00032},
doi = {10.1109/ICHI.2018.00032},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/LinZICAHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/KhoshnevisanICA18,
author = {Farzaneh Khoshnevisan and
Julie S. Ivy and
Muge Capan and
Ryan Arnold and
Jeanne Huddleston and
Min Chi},
title = {Recent Temporal Pattern Mining for Septic Shock Early Prediction},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {229--240},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00033},
doi = {10.1109/ICHI.2018.00033},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/KhoshnevisanICA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KimC18,
author = {Yeo{-}Jin Kim and
Min Chi},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Temporal Belief Memory: Imputing Missing Data during {RNN} Training},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2326--2332},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/322},
doi = {10.24963/IJCAI.2018/322},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KimC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ShenAMC18,
author = {Shitian Shen and
Markel Sanz Ausin and
Behrooz Mostafavi and
Min Chi},
editor = {Tanja Mitrovic and
Jie Zhang and
Li Chen and
David Chin},
title = {Improving Learning {\&} Reducing Time: {A} Constrained Action-Based
Reinforcement Learning Approach},
booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and
Personalization, {UMAP} 2018, Singapore, July 08-11, 2018},
pages = {43--51},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209219.3209232},
doi = {10.1145/3209219.3209232},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/ShenAMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcs/ChooYC17,
author = {Euijin Choo and
Ting Yu and
Min Chi},
title = {Detecting opinion spammer groups and spam targets through community
discovery and sentiment analysis},
journal = {J. Comput. Secur.},
volume = {25},
number = {3},
pages = {283--318},
year = {2017},
url = {https://doi.org/10.3233/JCS-16941},
doi = {10.3233/JCS-16941},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcs/ChooYC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LinC17,
author = {Chen Lin and
Min Chi},
editor = {Elisabeth Andr{\'{e}} and
Ryan S. Baker and
Xiangen Hu and
Ma. Mercedes T. Rodrigo and
Benedict du Boulay},
title = {A Comparisons of BKT, {RNN} and {LSTM} for Learning Gain Prediction},
booktitle = {Artificial Intelligence in Education - 18th International Conference,
{AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10331},
pages = {536--539},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61425-0\_58},
doi = {10.1007/978-3-319-61425-0\_58},
timestamp = {Sat, 30 Sep 2023 09:33:58 +0200},
biburl = {https://dblp.org/rec/conf/aied/LinC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangLCICH17,
author = {Yuan Zhang and
Chen Lin and
Min Chi and
Julie S. Ivy and
Muge Capan and
Jeanne M. Huddleston},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {{LSTM} for septic shock: Adding unreliable labels to reliable predictions},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {1233--1242},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258049},
doi = {10.1109/BIGDATA.2017.8258049},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangLCICH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZhouC17,
author = {Guojing Zhou and
Min Chi},
editor = {Glenn Gunzelmann and
Andrew Howes and
Thora Tenbrink and
Eddy J. Davelaar},
title = {The Impact of Decision Agency {\&} Granularity on Aptitude Treatment
Interaction in Tutoring},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society,
CogSci 2017, London, UK, 16-29 July 2017},
publisher = {cognitivesciencesociety.org},
year = {2017},
url = {https://mindmodeling.org/cogsci2017/papers/0689/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZhouC17.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/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/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/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/cogsci/ZhouLPBC16,
author = {Guojing Zhou and
Collin F. Lynch and
Thomas W. Price and
Tiffany Barnes and
Min Chi},
editor = {Anna Papafragou and
Daniel Grodner and
Daniel Mirman and
John C. Trueswell},
title = {The Impact of Granularity on the Effectiveness of Students' Pedagogical
Decisions},
booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
Recognizing and Representing Events, CogSci 2016, Philadelphia, PA,
USA, August 10-13, 2016},
publisher = {cognitivesciencesociety.org},
year = {2016},
url = {https://mindmodeling.org/cogsci2016/papers/0482/index.html},
timestamp = {Thu, 18 Apr 2024 13:03:08 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZhouLPBC16.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/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/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/gecco/LynchXC16,
author = {Collin F. Lynch and
Linting Xue and
Min Chi},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Evolving Augmented Graph Grammars for Argument Analysis},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {65--66},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2908994},
doi = {10.1145/2908961.2908994},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LynchXC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/LinC16,
author = {Chen Lin and
Min Chi},
editor = {Alessandro Micarelli and
John C. Stamper and
Kitty Panourgia},
title = {Intervention-BKT: Incorporating Instructional Interventions into Bayesian
Knowledge Tracing},
booktitle = {Intelligent Tutoring Systems - 13th International Conference, {ITS}
2016, Zagreb, Croatia, June 7-10, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9684},
pages = {208--218},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39583-8\_20},
doi = {10.1007/978-3-319-39583-8\_20},
timestamp = {Thu, 14 Oct 2021 09:58:59 +0200},
biburl = {https://dblp.org/rec/conf/its/LinC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ShenC16,
author = {Shitian Shen and
Min Chi},
editor = {Julita Vassileva and
James Blustein and
Lora Aroyo and
Sidney K. D'Mello},
title = {Reinforcement Learning: the Sooner the Better, or the Later the Better?},
booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and
Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016},
pages = {37--44},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2930238.2930247},
doi = {10.1145/2930238.2930247},
timestamp = {Tue, 06 Nov 2018 16:57:29 +0100},
biburl = {https://dblp.org/rec/conf/um/ShenC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/LinSC16,
author = {Chen Lin and
Shitian Shen and
Min Chi},
editor = {Julita Vassileva and
James Blustein and
Lora Aroyo and
Sidney K. D'Mello},
title = {Incorporating Student Response Time and Tutor Instructional Interventions
into Student Modeling},
booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and
Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016},
pages = {157--161},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2930238.2930291},
doi = {10.1145/2930238.2930291},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/LinSC16.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}
}
@inproceedings{DBLP:conf/aied/MostafaviZLCB15,
author = {Behrooz Mostafavi and
Guojing Zhou and
Collin F. Lynch and
Min Chi and
Tiffany Barnes},
editor = {Cristina Conati and
Neil T. Heffernan and
Antonija Mitrovic and
M. Felisa Verdejo},
title = {Data-Driven Worked Examples Improve Retention and Completion in a
Logic Tutor},
booktitle = {Artificial Intelligence in Education - 17th International Conference,
{AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9112},
pages = {726--729},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19773-9\_102},
doi = {10.1007/978-3-319-19773-9\_102},
timestamp = {Thu, 23 Jun 2022 19:58:27 +0200},
biburl = {https://dblp.org/rec/conf/aied/MostafaviZLCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZhouPLBC15,
author = {Guojing Zhou and
Thomas W. Price and
Collin F. Lynch and
Tiffany Barnes and
Min Chi},
editor = {David C. Noelle and
Rick Dale and
Anne S. Warlaumont and
Jeff Yoshimi and
Teenie Matlock and
Carolyn D. Jennings and
Paul P. Maglio},
title = {The Impact of Granularity on Worked Examples and Problem Solving},
booktitle = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society,
CogSci 2015, Pasadena, California, USA, July 22-25, 2015},
publisher = {cognitivesciencesociety.org},
year = {2015},
url = {https://mindmodeling.org/cogsci2015/papers/0482/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:49 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZhouPLBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/ChooYC15,
author = {Euijin Choo and
Ting Yu and
Min Chi},
editor = {Pierangela Samarati},
title = {Detecting Opinion Spammer Groups Through Community Discovery and Sentiment
Analysis},
booktitle = {Data and Applications Security and Privacy {XXIX} - 29th Annual {IFIP}
{WG} 11.3 Working Conference, DBSec 2015, Fairfax, VA, USA, July 13-15,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9149},
pages = {170--187},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20810-7\_11},
doi = {10.1007/978-3-319-20810-7\_11},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/ChooYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LynchPCB15,
author = {Collin F. Lynch and
Thomas W. Price and
Min Chi and
Tiffany Barnes},
editor = {Kaska Porayska{-}Pomsta and
Katrien Verbert},
title = {Using the Hint Factory to Compare Model-Based Tutoring Systems},
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/GEDM\_2015\_Submission\_3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:19 +0100},
biburl = {https://dblp.org/rec/conf/edm/LynchPCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PriceLBC15,
author = {Thomas W. Price and
Collin F. Lynch and
Tiffany Barnes and
Min Chi},
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 Improved Data-Driven Hint Selection Algorithm for Probability Tutors},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {610--611},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster610-611.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/PriceLBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XueLC15,
author = {Linting Xue and
Collin F. Lynch and
Min Chi},
editor = {Kaska Porayska{-}Pomsta and
Katrien Verbert},
title = {Graph Grammar Induction via Evolutionary Computation},
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/GEDM2015\_proc.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XueLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChiSBC14,
author = {Min Chi and
Daniel L. Schwartz and
Kristen Pilner Blair and
Doris B. Chin},
editor = {John C. Stamper and
Zachary A. Pardos and
Manolis Mavrikis and
Bruce M. McLaren},
title = {Choice-based Assessment: Can Choices Made in Digital Games Predict
6th-Grade Students' Math Test Scores?},
booktitle = {Proceedings of the 7th International Conference on Educational Data
Mining, {EDM} 2014, London, UK, July 4-7, 2014},
pages = {36--43},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2014},
url = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/longpapers/36\_EDM-2014-Full.pdf},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChiSBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/HallinenCCS14,
author = {Nicole R. Hallinen and
Julius Cheng and
Min Chi and
Daniel L. Schwartz},
editor = {William R. Penuel and
A. Susan Jurow and
Kevin O'Connor},
title = {Tug of War: What is it Good For? Measuring Student Inquiry Choices
in an Online Science Game},
booktitle = {Learning and Becoming in Practice: Proceedings of the 11th International
Conference of the Learning Sciences, {ICLS} 2014, Boulder, Colorado,
USA, June 23-27, 2014},
publisher = {International Society of the Learning Sciences},
year = {2014},
url = {https://repository.isls.org/handle/1/1079},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icls/HallinenCCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ChiJV14,
author = {Min Chi and
Pamela W. Jordan and
Kurt VanLehn},
editor = {Stefan Trausan{-}Matu and
Kristy Elizabeth Boyer and
Martha E. Crosby and
Kitty Panourgia},
title = {When Is Tutorial Dialogue More Effective Than Step-Based Tutoring?},
booktitle = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8474},
pages = {210--219},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07221-0\_25},
doi = {10.1007/978-3-319-07221-0\_25},
timestamp = {Wed, 25 Sep 2019 18:06:32 +0200},
biburl = {https://dblp.org/rec/conf/its/ChiJV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/LynchAC14,
author = {Collin F. Lynch and
Kevin D. Ashley and
Min Chi},
editor = {Stefan Trausan{-}Matu and
Kristy Elizabeth Boyer and
Martha E. Crosby and
Kitty Panourgia},
title = {Can Diagrams Predict Essay Grades?},
booktitle = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8474},
pages = {260--265},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07221-0\_32},
doi = {10.1007/978-3-319-07221-0\_32},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/LynchAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChooYCS14,
author = {Euijin Choo and
Ting Yu and
Min Chi and
Yan Sun},
editor = {Moshe Babaioff and
Vincent Conitzer and
David A. Easley},
title = {Revealing and incorporating implicit communities to improve recommender
systems},
booktitle = {{ACM} Conference on Economics and Computation, {EC} '14, Stanford
, CA, USA, June 8-12, 2014},
pages = {489--506},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2600057.2602906},
doi = {10.1145/2600057.2602906},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/ChooYCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/um/2014w,
editor = {Iv{\'{a}}n Cantador and
Min Chi and
Rosta Farzan and
Robert J{\"{a}}schke},
title = {Posters, Demos, Late-breaking Results and Workshop Proceedings of
the 22nd Conference on User Modeling, Adaptation, and Personalization
co-located with the 22nd Conference on User Modeling, Adaptation,
and Personalization (UMAP2014), Aalborg, Denmark, July 7-11, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1181},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1181},
urn = {urn:nbn:de:0074-1181-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/2014w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ChiVLJ11,
author = {Min Chi and
Kurt VanLehn and
Diane J. Litman and
Pamela W. Jordan},
title = {An Evaluation of Pedagogical Tutorial Tactics for a Natural Language
Tutoring System: {A} Reinforcement Learning Approach},
journal = {Int. J. Artif. Intell. Educ.},
volume = {21},
number = {1-2},
pages = {83--113},
year = {2011},
url = {https://doi.org/10.3233/JAI-2011-014},
doi = {10.3233/JAI-2011-014},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/ChiVLJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ChiVLJ11,
author = {Min Chi and
Kurt VanLehn and
Diane J. Litman and
Pamela W. Jordan},
title = {Empirically evaluating the application of reinforcement learning to
the induction of effective and adaptive pedagogical strategies},
journal = {User Model. User Adapt. Interact.},
volume = {21},
number = {1-2},
pages = {137--180},
year = {2011},
url = {https://doi.org/10.1007/s11257-010-9093-1},
doi = {10.1007/S11257-010-9093-1},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/ChiVLJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChiKGJV11,
author = {Min Chi and
Kenneth R. Koedinger and
Geoffrey J. Gordon and
Pamela W. Jordan and
Kurt VanLehn},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Instructional Factors Analysis: {A} Cognitive Model For Multiple Instructional
Interventions},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {61--70},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper1\_full\_Chi.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/ChiKGJV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GowdaRBCK11,
author = {Sujith M. Gowda and
Jonathan P. Rowe and
Ryan Shaun Joazeiro de Baker and
Min Chi and
Kenneth R. Koedinger},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Improving Models of Slipping, Guessing, and Moment-By-Moment Learning
with Estimates of Skill Difficulty},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {199--208},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper16\_full\_Gowda.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GowdaRBCK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ets/ChiV10,
author = {Min Chi and
Kurt VanLehn},
title = {Meta-Cognitive Strategy Instruction in Intelligent Tutoring Systems:
How, When, and Why},
journal = {J. Educ. Technol. Soc.},
volume = {13},
number = {1},
pages = {25--39},
year = {2010},
url = {http://www.ifets.info/abstract.php?art\_id=1015},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ets/ChiV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ChiVL10,
author = {Min Chi and
Kurt VanLehn and
Diane J. Litman},
editor = {Vincent Aleven and
Judy Kay and
Jack Mostow},
title = {Do Micro-Level Tutorial Decisions Matter: Applying Reinforcement Learning
to Induce Pedagogical Tutorial Tactics},
booktitle = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6094},
pages = {224--234},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13388-6\_27},
doi = {10.1007/978-3-642-13388-6\_27},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/its/ChiVL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ChiVLJ10,
author = {Min Chi and
Kurt VanLehn and
Diane J. Litman and
Pamela W. Jordan},
editor = {Paul De Bra and
Alfred Kobsa and
David N. Chin},
title = {Inducing Effective Pedagogical Strategies Using Learning Context Features},
booktitle = {User Modeling, Adaptation, and Personalization, 18th International
Conference, {UMAP} 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6075},
pages = {147--158},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13470-8\_15},
doi = {10.1007/978-3-642-13470-8\_15},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/um/ChiVLJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ChiJVL09,
author = {Min Chi and
Pamela W. Jordan and
Kurt VanLehn and
Diane J. Litman},
editor = {Vania Dimitrova and
Riichiro Mizoguchi and
Benedict du Boulay and
Arthur C. Graesser},
title = {To Elicit Or To Tell: Does It Matter?},
booktitle = {Artificial Intelligence in Education: Building Learning Systems that
Care: From Knowledge Representation to Affective Modelling, Proceedings
of the 14th International Conference on Artificial Intelligence in
Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {200},
pages = {197--204},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-028-5-197},
doi = {10.3233/978-1-60750-028-5-197},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/ChiJVL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChiJVH08,
author = {Min Chi and
Pamela W. Jordan and
Kurt VanLehn and
Moses Hall},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Reinforcement Learning-based Feature Seleciton For Developing Pedagogically
Effective Tutorial Dialogue Tactics},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {258--265},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/30\_Chi\_36.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChiJVH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ChiV08,
author = {Min Chi and
Kurt VanLehn},
editor = {Beverly Park Woolf and
Esma A{\"{\i}}meur and
Roger Nkambou and
Susanne P. Lajoie},
title = {Eliminating the Gap between the High and Low Students through Meta-cognitive
Strategy Instruction},
booktitle = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
2008, Montreal, Canada, June 23-27, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5091},
pages = {603--613},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69132-7\_63},
doi = {10.1007/978-3-540-69132-7\_63},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/its/ChiV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ChiV07,
author = {Min Chi and
Kurt VanLehn},
editor = {Rosemary Luckin and
Kenneth R. Koedinger and
Jim E. Greer},
title = {Accelerated Future Learning via Explicit Instruction of a Problem
Solving Strategy},
booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning
Contexts That Work, Proceedings of the 13th International Conference
on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
Los Angeles, California, {USA}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {158},
pages = {409--416},
publisher = {{IOS} Press},
year = {2007},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=6809},
timestamp = {Wed, 14 Mar 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/ChiV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ChiV07a,
author = {Min Chi and
Kurt VanLehn},
editor = {Rosemary Luckin and
Kenneth R. Koedinger and
Jim E. Greer},
title = {Domain-Specific and Domain-Independent Interactive Behaviors in Andes},
booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning
Contexts That Work, Proceedings of the 13th International Conference
on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
Los Angeles, California, {USA}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {158},
pages = {548--550},
publisher = {{IOS} Press},
year = {2007},
timestamp = {Thu, 12 Feb 2009 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/ChiV07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ChiV07b,
author = {Min Chi and
Kurt VanLehn},
editor = {Rosemary Luckin and
Kenneth R. Koedinger and
Jim E. Greer},
title = {Porting an Intelligent Tutoring System across Domains},
booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning
Contexts That Work, Proceedings of the 13th International Conference
on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
Los Angeles, California, {USA}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {158},
pages = {551--553},
publisher = {{IOS} Press},
year = {2007},
timestamp = {Thu, 12 Feb 2009 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aied/ChiV07b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/VanLehnBCLSSTTWW04,
author = {Kurt VanLehn and
Dumiszewe Bhembe and
Min Chi and
Collin F. Lynch and
Kay G. Schulze and
Robert Shelby and
Linwood Taylor and
Donald Treacy and
Anders Weinstein and
Mary Wintersgill},
editor = {James C. Lester and
Rosa Maria Vicari and
F{\'{a}}bio Paragua{\c{c}}u},
title = {Implicit Versus Explicit Learning of Strategies in a Non-procedural
Cognitive Skill},
booktitle = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3220},
pages = {521--530},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30139-4\_49},
doi = {10.1007/978-3-540-30139-4\_49},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/VanLehnBCLSSTTWW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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