| 2010 | Unsupervised Discovery of Student Strategies. | Benjamin Shih, Kenneth R. Koedinger, Richard Scheines |
| 2010 | Identifying High-Level Student Behavior Using Sequence-based Motif Discovery. | David H. Shanabrook, David G. Cooper, Beverly Park Woolf, Ivon Arroyo |
| 2010 | Modeling Learning Trajectories with Epistemic Network Analysis: A Simulation-based Investigation of a Novel Analytic Method for Epistemic Games. | Andre A. Rupp, Shauna J. Sweet, Younyoung Choi |
| 2010 | Class Association Rules Mining from Students' Test Data. | Cristbal Romero, Sebastin Ventura, Ekaterina Vasilyeva, Mykola Pechenizkiy |
| 2010 | Mining Rare Association Rules from e-Learning Data. | Cristbal Romero, Jos Ral Romero, Jos Mara Luna, Sebastin Ventura |
| 2010 | Where in the World? Demographic Patterns in Access Data. | Mimi Recker, Beijie Xu, Sherry Hsi, Christine Garrard |
| 2010 | Pundit: Intelligent Recommender of Courses. | Ankit Ranka, Faisal Anwar, Hui Soo Chae |
| 2010 | Mining Students' Interaction Data from a System that Support Learning by Reflection. | Rajibussalim |
| 2010 | Analysis of a causal modeling approach: a case study with an educational intervention. | Dovan Rai, Joseph E. Beck |
| 2010 | Using Text Replay Tagging to Produce Detectors of Systematic Experimentation Behavior Patterns. | Michael Sao Pedro, Ryan Shaun Joazeiro de Baker, Orlando Montalvo, Adam Nakama, Janice D. Gobert |
| 2010 | Data Reduction Methods Applied to Understanding Complex Learning Hypotheses. | Philip I. Pavlik Jr. |
| 2010 | Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm. | Zachary A. Pardos, Neil T. Heffernan |
| 2010 | Skill Set Profile Clustering: The Empty K-Means Algorithm with Automatic Specification of Starting Cluster Centers. | Rebecca Nugent, Nema Dean, Elizabeth Ayers |
| 2010 | Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. | Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko |
| 2010 | AutoJoin: Generalizing an Example into an EDM query. | Jack Mostow, Bao Hong (Lucas) Tan |
| 2010 | Identifying Students' Inquiry Planning Using Machine Learning. | Orlando Montalvo, Ryan Shaun Joazeiro de Baker, Michael A. Sao Pedro, Adam Nakama, Janice D. Gobert |
| 2010 | Observing Online Curriculum Planning Behavior of Teachers. | Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | Online Curriculum Planning Behavior of Teachers. | Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | Using LiMS (the Learner Interaction Monitoring System) to Track Online Learner Engagement and Evaluate Course Design. | Leah Macfadyen, Peter Sorenson |
| 2010 | Off Topic Conversation in Expert Tutoring: Waste of Time or Learning Opportunity. | Blair Lehman, Whitney L. Cade, Andrew Olney |
| 2010 | When Data Exploration and Data Mining meet while Analysing Usage Data of a Course. | Andr Krger, Agathe Merceron, Benjamin Wolf |
| 2010 | A Data Model to Ease Analysis and Mining of Educational Data. | Andr Krger, Agathe Merceron, Benjamin Wolf |
| 2010 | A Data Driven Approach to the Discovery of Better Cognitive Models. | Kenneth R. Koedinger, John C. Stamper |
| 2010 | Sentiment Analysis in Student Experiences of Learning. | Sunghwan Mac Kim, Rafael A. Calvo |
| 2010 | Inferring the Differential Student Model in a Probabilistic Domain Using Abduction inference in Bayesian networks. | Nabila Khodeir, Nayer M. Wanas, Nevin Mahmoud Darwish, Nadia Hegazy |