| 2011 | Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. | Michel C. Desmarais |
| 2011 | Quality Control and Data Mining Techniques Applied to Monitoring Scaled Scores. | Alina A. von Davier |
| 2011 | Modeling Students' Activity in Online Discussion Forums: A Strategy based on Time Series and Agglomerative Hierarchical Clustering. | Germn Cobo, David Garca-Solrzano, Eugnia Santamaria, Jose Antonio Morn, Javier Melenchn, Carlos Monzo |
| 2011 | Instructional Factors Analysis: A Cognitive Model For Multiple Instructional Interventions. | Min Chi, Kenneth R. Koedinger, Geoffrey J. Gordon, Pamela W. Jordan, Kurt VanLehn |
| 2011 | Studying the Problem-solving Strategies in the Early Stages of Learning Programming. | Edgar Cambranes-Martnez, Judith Good |
| 2011 | Partially Observable Sequential Decision Making for Problem Selection in an Intelligent Tutoring System. | Emma Brunskill, Stuart Russell |
| 2011 | Estimating Prerequisite Structure From Noisy Data. | Emma Brunskill |
| 2011 | Mining Teaching Behaviors from Pedagogical Surveys. | Joana Barracosa, Cludia Antunes |
| 2011 | Student Translations of Natural Language into Logic: The Grade Grinder Translation Corpus Release 1.0. | Dave Barker-Plummer, Richard Cox, Robert Dale |
| 2011 | Automatically Detecting a Student's Preparation for Future Learning: Help Use is Key. | Ryan Shaun Joazeiro de Baker, Sujith M. Gowda, Albert T. Corbett |
| 2011 | Brick: Mining Pedagogically Interesting Sequential Patterns. | Anjo Anjewierden, Hannie Gijlers, Nadira Saab, Robert de Hoog |
| 2011 | Towards Improvements on Domain-independent Measurements for Collaborative Assessment. | Antonio R. Anaya, Jesus Boticario |
| 2011 | Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression. | Gkhan Akapinar, Erdal Cosgun, Arif Altun |
| 2010 | Using Numeric Optimization To Refine Semantic User Model Integration Of Adaptive Educational Systems. | Michael Yudelson, Peter Brusilovsky, Antonija Mitrovic, Moffat Mathews |
| 2010 | Peer Production of Online Learning Resources: A Social Network Analysis. | Beijie Xu, Mimi Recker |
| 2010 | Assessing Reviewer's Performance Based on Mining Problem Localization in Peer-Review Data. | Wenting Xiong, Diane J. Litman, Christian D. Schunn |
| 2010 | Representing Student Performance with Partial Credit. | Yutao Wang, Neil T. Heffernan, Joseph E. Beck |
| 2010 | A Case Study: Data Mining Applied to Student Enrollment. | Csar Vialardi Sacn, Jorge Chue, Alfredo Barrientos, Daniel Victoria, Jhonny Estrella, Juan Pablo Peche, Alvaro Ortigosa |
| 2010 | Towards EDM Framework for Personalization of Information Services in RPM Systems. | Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandra Tesanovic, Evgeny Knutov, Sicco Verwer, Paul De Bra |
| 2010 | A Review of Student Churn in the Light of Theories on Business Relationships. | Jaan Ubi, Innar Liiv |
| 2010 | Using a Bayesian Knowledge Base for Hint Selection on Domain Specific Problems. | John C. Stamper, Tiffany Barnes, Marvin J. Croy |
| 2010 | Mining information from tutor data to improve pedagogical content knowledge. | Suchismita Srinivas, Muntaquim Bagadia, Anupriya Gupta |
| 2010 | Process Mining to Support Students' Collaborative Writing. | Vilaythong Southavilay, Kalina Yacef, Rafael A. Calvo |
| 2010 | Can Order of Access to Learning Resources Predict Success?. | Hema Soundranayagam, Kalina Yacef |
| 2010 | Multiple Test Forms Construction based on Bees Algorithm. | Pokpong Songmuang, Maomi Ueno |