| 2011 | Monitoring Learners' Proficiency: Weight Adaptation in the Elo Rating System. | Kelly Wauters, Piet Desmet, Wim Van Den Noortgate |
| 2011 | Acquiring Item Difficulty Estimates: a Collaborative Effort of Data and Judgment. Nominee for Best Paper Award. | Kelly Wauters, Piet Desmet, Wim Van Den Noortgate |
| 2011 | Towards Modeling Forgetting and Relearning in ITS: Preliminary Analysis of ARRS Data. | Yutao Wang, Neil T. Heffernan |
| 2011 | A Method for Finding Prerequisites Within a Curriculum. | Annalies Vuong, Tristan Nixon, Brendon Towle |
| 2011 | Spectral Clustering in Educational Data Mining. | Shubhendu Trivedi, Zachary A. Pardos, Gbor N. Srkzy, Neil T. Heffernan |
| 2011 | Factorization Models for Forecasting Student Performance. | Nguyen Thai-Nghe, Toms Horvth, Lars Schmidt-Thieme |
| 2011 | Factors Impacting Novice Code Comprehension in a Tutor for Introductory Computer Science. | Leigh Ann Sudol-DeLyser, Jonathan Steinhart |
| 2011 | EDM and the 4th Paradigm of Scientific Discovery - Reflections on KDD Cup 2010. | John C. Stamper |
| 2011 | Social Information Discovery. | Barry Smyth |
| 2011 | How University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies. | Nikita Romashkin, Dmitry I. Ignatov, Elena Kolotova |
| 2011 | Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling. | Dovan Rai, Joseph Beck |
| 2011 | Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques. | Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaane |
| 2011 | Does Time Matter? Modeling the Effect of Time with Bayesian Knowledge Tracing. | Yumeng Qiu, Yingmei Qi, Hanyuan Lu, Zachary A. Pardos, Neil T. Heffernan |
| 2011 | A Java Desktop Tool for Mining Moodle Data. | Rafael Pedraza Perez, Cristbal Romero, Sebastin Ventura |
| 2011 | A Dynamical System Model of Microgenetic Changes in Performance, Efficacy, Strategy Use and Value during Vocabulary Learning. | Philip I. Pavlik Jr., Sue-mei Wu |
| 2011 | Ensembling Predictions of Student Post-Test Scores for an Intelligent Tutoring System. | Zachary A. Pardos, Sujith M. Gowda, Ryan Shaun Joazeiro de Baker, Neil T. Heffernan |
| 2011 | The Simple Location Heuristic is Better at Predicting Students' Changes in Error Rate Over Time Compared to the Simple Temporal Heuristic. | Adaeze Nwaigwe, Kenneth R. Koedinger |
| 2011 | Less is More: Improving the Speed and Prediction Power of Knowledge Tracing by Using Less Data. | Bahador B. Nooraei, Zachary A. Pardos, Neil T. Heffernan, Ryan Shaun Joazeiro de Baker |
| 2011 | Desperately Seeking Subscripts: Towards Automated Model Parameterization. | Jack Mostow, Yanbo Xu, Md. Ahaduzzaman Munna |
| 2011 | Learning Classifiers From a Relational Database of Tutor Logs. | Jack Mostow, Jos P. Gonzlez-Brenes, Bao Hong (Lucas) Tan |
| 2011 | Automatic Generation of Proof Problems in Deductive Logic. | Behrooz Mostafavi, Tiffany Barnes, Marvin J. Croy |
| 2011 | Intelligent Evaluation of Social Knowledge Building Using Conceptual Maps with MLN. | Lorenzo Moreno Ruiz, Carina S. Gonzlez, Romn Estvez, Batrice Pesquet-Popescu |
| 2011 | Investigating Usage of Resources in LMS with Specific Association Rules. | Agathe Merceron |
| 2011 | Predicting School Failure Using Data Mining. | Carlos Mrquez-Vera, Cristbal Romero, Sebastin Ventura |
| 2011 | Analysing Frequent Sequential Patterns of Collaborative Learning Activity Around an Interactive Tabletop. Nominee for Best Paper Award. | Roberto Martnez Maldonado, Kalina Yacef, Judy Kay, Ahmed Kharrufa, Ammar Al-Qaraghuli |