4. EDM 2011:
Eindhoven, The Netherlands Mykola Pechenizkiy , Toon Calders , Cristina Conati , Sebastián Ventura , Cristóbal Romero , John C. Stamper (Eds.):
Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011.
www.educationaldatamining.org 2011, ISBN 978-90-386-2537-9 Invited Talks (Abstracts)
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John C. Stamper :
EDM and the 4th Paradigm of Scientific Discovery - Reflections on KDD Cup 2010.
7
Full Papers
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Michel Desmarais :
Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award.
41-50
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conf/edm/Barker-PlummerCD11 export record as
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Adaeze Nwaigwe ,
Kenneth R. Koedinger :
The Simple Location Heuristic is Better at Predicting Students' Changes in Error Rate Over Time Compared to the Simple Temporal Heuristic.
71-80
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Yue Gong ,
Joseph Beck :
Items, Skills, and Transfer Models: Which Really Matters for Student Modeling?
81-90
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conf/edm/Gonzalez-BrenesMD11 export record as
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Short Papers
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Emma Brunskill :
Estimating Prerequisite Structure From Noisy Data.
217-222
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Marcelo Worsley ,
Paulo Blikstein :
What's an Expert? Using Learning Analytics to Identify Emergent Markers of Expertise through Automated Speech, Sentiment and Sketch Analysis.
235-240
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Yanbo Xu ,
Jack Mostow :
Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net.
241-246
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conf/edm/Marquez-VeraRV11 export record as
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Philip I. Pavlik Jr. ,
Sue-mei Wu :
A Dynamical System Model of Microgenetic Changes in Performance, Efficacy, Strategy Use and Value during Vocabulary Learning.
277-282
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Dovan Rai ,
Joseph Beck :
Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling.
307-313
Posters
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conf/edm/HershkovitzBGW11 export record as
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Emma Brunskill ,
Stuart Russell :
Partially Observable Sequential Decision Making for Problem Selection in an Intelligent Tutoring System.
327-328
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Stephen Fancsali :
Variable Construction and Causal Modeling of Online Education Messaging Data: Initial Results.
331-332
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Osamu Yamakawa :
Combining Study of Complex Network and Text Mining Analysis to Understand Growth Mechanism of Communities on SNS.
335-336
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Yanbo Xu ,
Jack Mostow :
Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better!
337-338
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conf/edm/Cambranes-MartinezG11 export record as
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conf/edm/AnjewierdenGSH11 export record as
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Alina Von Davier :
Quality Control and Data Mining Techniques Applied to Monitoring Scaled Scores.
353-354
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conf/edm/ZimmermannBPAB11 export record as
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Irena Koprinska :
Mining Assessment and Teaching Evaluation Data of Regular, Advanced Stream Students.
359-360
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Agathe Merceron :
Investigating Usage of Resources in LMS with Specific Association Rules.
361-362
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conf/edm/Sudol-DeLyserS11 export record as
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