| 2010 | A Case Study: Data Mining Applied to Student Enrollment. César Vialardi Sacín, Jorge Chue, Alfredo Barrientos, Daniel Victoria, Jhonny Estrella, Juan Pablo Peche, Alvaro Ortigosa |
| 2010 | A Data Driven Approach to the Discovery of Better Cognitive Models. Kenneth R. Koedinger, John C. Stamper |
| 2010 | A Data Model to Ease Analysis and Mining of Educational Data. André Krüger, Agathe Merceron, Benjamin Wolf |
| 2010 | A Distillation Approach to Refining Learning Objects. John Champaign, Robin Cohen |
| 2010 | A Preliminary Investigation of Hierarchical Hidden Markov Models for Tutorial Planning. Kristy Elizabeth Boyer, Robert Phillips, Eunyoung Ha, Michael D. Wallis, Mladen A. Vouk, James C. Lester |
| 2010 | A Review of Student Churn in the Light of Theories on Business Relationships. Jaan Ubi, Innar Liiv |
| 2010 | An Analysis of the Differences in the Frequency of Students' Disengagement in Urban, Rural, and Suburban High Schools. Ryan Shaun Joazeiro de Baker, Sujith M. Gowda |
| 2010 | An Annotations Approach to Peer Tutoring. John Champaign, Robin Cohen |
| 2010 | Analysis of Productive Learning Behaviors in a Structured Inquiry Cycle Using Hidden Markov Models. Hogyeong Jeong, Gautam Biswas, Julie Johnson, Larry Howard |
| 2010 | Analysis of a causal modeling approach: a case study with an educational intervention. Dovan Rai, Joseph E. Beck |
| 2010 | Analyzing Learning Styles using Behavioral Indicators in Web based Learning Environments. Nabila Bousbia, Jean-Marc Labat, Amar Balla, Issam Rebaï |
| 2010 | Assessing Reviewer's Performance Based on Mining Problem Localization in Peer-Review Data. Wenting Xiong, Diane J. Litman, Christian D. Schunn |
| 2010 | AutoJoin: Generalizing an Example into an EDM query. Jack Mostow, Bao Hong (Lucas) Tan |
| 2010 | Automatic Rating of User-Generated Math Solutions. Turadg Aleahmad, Vincent Aleven, Robert E. Kraut |
| 2010 | Can Order of Access to Learning Resources Predict Success?. Hema Soundranayagam, Kalina Yacef |
| 2010 | Can We Get Better Assessment From A Tutoring System Compared to Traditional Paper Testing? Can We Have Our Cake (Better Assessment) and Eat It too (Student Learning During the Test)? Mingyu Feng, Neil T. Heffernan |
| 2010 | Class Association Rules Mining from Students' Test Data. Cristóbal Romero, Sebastián Ventura, Ekaterina Vasilyeva, Mykola Pechenizkiy |
| 2010 | Clustering Student Learning Activity Data. Haiyun Bian |
| 2010 | Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko |
| 2010 | DISCUSS: Enabling Detailed Characterization of Tutorial Interactions Through Dialogue Annotation. Lee Becker, Wayne H. Ward, Sarel van Vuuren |
| 2010 | Data Mining for Generating Hints in a Python Tutor. Anna Katrina Dominguez, Kalina Yacef, James R. Curran |
| 2010 | Data Mining of both Right and Wrong Answers from a Mathematics and a Science M/C Test given Collectively to 11, 228 Students from India in years 4, 6 and 8. James Bernauer, Jay Powell |
| 2010 | Data Reduction Methods Applied to Understanding Complex Learning Hypotheses. Philip I. Pavlik Jr. |
| 2010 | EDM Visualization Tool: Watching Students Learn. Matthew W. Johnson, Tiffany Barnes |
| 2010 | Educational Data Mining 2010, The 3rd International Conference on Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings Ryan Shaun Joazeiro de Baker, Agathe Merceron, Philip I. Pavlik Jr. |
| 2010 | Effort-based Tutoring: An Empirical Approach to Intelligent Tutoring. Ivon Arroyo, Hasmik Meheranian, Beverly Park Woolf |
| 2010 | Examining Learner Control in a Structured Inquiry Cycle Using Process Mining. Larry Howard, Julie Johnson, Carin Neitzel |
| 2010 | Hierarchical Structures of Content Items in LMS. Sharon Hardof-Jaffe, Arnon Hershkovitz, Ronit Azran, Rafi Nachmias |
| 2010 | Higher Contributions Correlate with Higher Learning Gains. Carol Forsyth, Heather Butler, Arthur C. Graesser, Diane F. Halpern |
| 2010 | Identifying High-Level Student Behavior Using Sequence-based Motif Discovery. David H. Shanabrook, David G. Cooper, Beverly Park Woolf, Ivon Arroyo |
| 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 | 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 |
| 2010 | Is Students' Activity in LMS Persistent?. Arnon Hershkovitz, Rafi Nachmias |
| 2010 | Mining Bodily Patterns of Affective Experience during Learning. Sidney K. D'Mello, Arthur C. Graesser |
| 2010 | Mining Rare Association Rules from e-Learning Data. Cristóbal Romero, José Raúl Romero, José María Luna, Sebastián Ventura |
| 2010 | Mining Students' Interaction Data from a System that Support Learning by Reflection. Rajibussalim |
| 2010 | Mining information from tutor data to improve pedagogical content knowledge. Suchismita Srinivas, Muntaquim Bagadia, Anupriya Gupta |
| 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 | Multiple Test Forms Construction based on Bees Algorithm. Pokpong Songmuang, Maomi Ueno |
| 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 | Observing Online Curriculum Planning Behavior of Teachers. Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | Off Topic Conversation in Expert Tutoring: Waste of Time or Learning Opportunity. Blair Lehman, Whitney L. Cade, Andrew Olney |
| 2010 | On the Faithfulness of Simulated Student Performance Data. Michel C. Desmarais, Ildikó Pelczer |
| 2010 | Online Curriculum Planning Behavior of Teachers. Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | Peer Production of Online Learning Resources: A Social Network Analysis. Beijie Xu, Mimi Recker |
| 2010 | Pinpointing Learning Moments; A finer grain P(J) model. Adam B. Goldstein, Ryan Shaun Joazeiro de Baker, Neil T. Heffernan |
| 2010 | Predicting Task Completion from Rich but Scarce Data. José P. González-Brenes, Jack Mostow |
| 2010 | Process Mining to Support Students' Collaborative Writing. Vilaythong Southavilay, Kalina Yacef, Rafael A. Calvo |
| 2010 | Pundit: Intelligent Recommender of Courses. Ankit Ranka, Faisal Anwar, Hui Soo Chae |
| 2010 | Representing Student Performance with Partial Credit. Yutao Wang, Neil T. Heffernan, Joseph E. Beck |
| 2010 | Sentiment Analysis in Student Experiences of Learning. Sunghwan Mac Kim, Rafael A. Calvo |
| 2010 | Skill Set Profile Clustering: The Empty K-Means Algorithm with Automatic Specification of Starting Cluster Centers. Rebecca Nugent, Nema Dean, Elizabeth Ayers |
| 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 | Tracking Students' Inquiry Paths through Student Transition Analysis. Matthew Bachmann, Janice D. Gobert, Joseph Beck |
| 2010 | Unsupervised Discovery of Student Strategies. Benjamin Shih, Kenneth R. Koedinger, Richard Scheines |
| 2010 | Using Educational Data Mining Methods to Study the Impact of Virtual Classroom in E-Learning. Mohammad Hassan Falakmasir, Jafar Habibi |
| 2010 | Using LiMS (the Learner Interaction Monitoring System) to Track Online Learner Engagement and Evaluate Course Design. Leah Macfadyen, Peter Sorenson |
| 2010 | Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System. Jon M. Fincham, John R. Anderson, Shawn A. Betts, Jennifer L. Ferris |
| 2010 | Using Numeric Optimization To Refine Semantic User Model Integration Of Adaptive Educational Systems. Michael Yudelson, Peter Brusilovsky, Antonija Mitrovic, Moffat Mathews |
| 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 | Using Topic Models to Bridge Coding Schemes of Differing Granularity. Whitney L. Cade, Andrew Olney |
| 2010 | Using a Bayesian Knowledge Base for Hint Selection on Domain Specific Problems. John C. Stamper, Tiffany Barnes, Marvin J. Croy |
| 2010 | Using multiple Dirichlet distributions to improve parameter plausibility. Yue Gong, Joseph E. Beck, Neil T. Heffernan |
| 2010 | When Data Exploration and Data Mining meet while Analysing Usage Data of a Course. André Krüger, Agathe Merceron, Benjamin Wolf |
| 2010 | Where in the World? Demographic Patterns in Access Data. Mimi Recker, Beijie Xu, Sherry Hsi, Christine Garrard |