| 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 | A Framework for Capturing Distinguishing User Interaction Behaviors in Novel Interfaces. Samad Kardan, Cristina Conati |
| 2011 | A Java Desktop Tool for Mining Moodle Data. Rafael Pedraza Perez, Cristóbal Romero, Sebastián Ventura |
| 2011 | A Machine Learning Approach for Automatic Student Model Discovery. Nan Li, William W. Cohen, Kenneth R. Koedinger, Noboru Matsuda |
| 2011 | A Method for Finding Prerequisites Within a Curriculum. Annalies Vuong, Tristan Nixon, Brendon Towle |
| 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 | Analysing Frequent Sequential Patterns of Collaborative Learning Activity Around an Interactive Tabletop. Nominee for Best Paper Award. Roberto Martínez Maldonado, Kalina Yacef, Judy Kay, Ahmed Kharrufa, Ammar Al-Qaraghuli |
| 2011 | Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques. Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaïane |
| 2011 | Analyzing Student Spatial Deployment in a Computer Laboratory. Vladimir Ivancevic, Milan Celikovic, Ivan Lukovic |
| 2011 | Analyzing University Data for Determining Student Profiles and Predicting Performance. Dorina Kabakchieva, Kamelia Stefanova, Valentin S. Kisimov |
| 2011 | Automatic Generation of Proof Problems in Deductive Logic. Behrooz Mostafavi, Tiffany Barnes, Marvin J. Croy |
| 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 | Avoiding Problem Selection Thrashing with Conjunctive Knowledge Tracing. Kenneth R. Koedinger, Philip I. Pavlik Jr., John C. Stamper, Tristan Nixon, Steven Ritter |
| 2011 | Brick: Mining Pedagogically Interesting Sequential Patterns. Anjo Anjewierden, Hannie Gijlers, Nadira Saab, Robert de Hoog |
| 2011 | Combining Study of Complex Network and Text Mining Analysis to Understand Growth Mechanism of Communities on SNS. Osamu Yamakawa |
| 2011 | Comparing of Traditional Assessment with Dynamic Testing in a Tutoring System. Mingyu Feng, Neil T. Heffernan, Zachary A. Pardos, Cristina Heffernan |
| 2011 | Computerized Coding System for Life Narratives to Assess Students' Personality Adaption. Qiwei He, Bernard P. Veldkamp, Gerben Westerhof |
| 2011 | Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. Michel C. Desmarais |
| 2011 | Desperately Seeking Subscripts: Towards Automated Model Parameterization. Jack Mostow, Yanbo Xu, Md. Ahaduzzaman Munna |
| 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 | E-learning Web Miner: A Data Mining Application to Help Instructors Involved in Virtual Courses. Diego García-Saiz, Marta E. Zorrilla |
| 2011 | EDM and the 4th Paradigm of Scientific Discovery - Reflections on KDD Cup 2010. John C. Stamper |
| 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 | Estimating Prerequisite Structure From Noisy Data. Emma Brunskill |
| 2011 | Evaluating a Bayesian Student Model of Decimal Misconceptions. George Goguadze, Sergey A. Sosnovsky, Seiji Isotani, Bruce M. McLaren |
| 2011 | Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling. Dovan Rai, Joseph Beck |
| 2011 | Factorization Models for Forecasting Student Performance. Nguyen Thai-Nghe, Tomás Horváth, Lars Schmidt-Thieme |
| 2011 | Factors Impacting Novice Code Comprehension in a Tutor for Introductory Computer Science. Leigh Ann Sudol-DeLyser, Jonathan Steinhart |
| 2011 | Goal Orientation and Changes of Carelessness over Consecutive Trials in Science Inquiry. Arnon Hershkovitz, Ryan Shaun Joazeiro de Baker, Janice D. Gobert, Michael Wixon |
| 2011 | How University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies. Nikita Romashkin, Dmitry I. Ignatov, Elena Kolotova |
| 2011 | How to Classify Tutorial Dialogue? Comparing Feature Vectors vs. Sequences. José P. González-Brenes, Jack Mostow, Weisi Duan |
| 2011 | Identifying Influence Factors on Students Success by Subgroup Discovery. Florian Lemmerich, Marianus Ifland, Frank Puppe |
| 2011 | Improving Models of Slipping, Guessing, and Moment-By-Moment Learning with Estimates of Skill Difficulty. Sujith M. Gowda, Jonathan P. Rowe, Ryan Shaun Joazeiro de Baker, Min Chi, Kenneth R. Koedinger |
| 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 | Intelligent Evaluation of Social Knowledge Building Using Conceptual Maps with MLN. Lorenzo Moreno Ruiz, Carina S. González, Román Estévez, Béatrice Pesquet-Popescu |
| 2011 | Investigating Usage of Resources in LMS with Specific Association Rules. Agathe Merceron |
| 2011 | Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online. Paul Salvador Inventado, Roberto Sebastian Legaspi, Merlin Suarez, Masayuki Numao |
| 2011 | Items, Skills, and Transfer Models: Which Really Matters for Student Modeling? Yue Gong, Joseph Beck |
| 2011 | Learning Classifiers From a Relational Database of Tutor Logs. Jack Mostow, José P. González-Brenes, Bao Hong (Lucas) Tan |
| 2011 | Learning Parameters for a Knowledge Diagnostic Tools in Orthopedic Surgery. Sébastien Lallé, Vanda Luengo |
| 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 | Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better! Yanbo Xu, Jack Mostow |
| 2011 | Mining Assessment and Teaching Evaluation Data of Regular, Advanced Stream Students. Irena Koprinska |
| 2011 | Mining Teaching Behaviors from Pedagogical Surveys. Joana Barracosa, Cláudia Antunes |
| 2011 | Modeling Students' Activity in Online Discussion Forums: A Strategy based on Time Series and Agglomerative Hierarchical Clustering. Germán Cobo, David García-Solórzano, Eugènia Santamaria, Jose Antonio Morán, Javier Melenchón, Carlos Monzo |
| 2011 | Monitoring Learners' Proficiency: Weight Adaptation in the Elo Rating System. Kelly Wauters, Piet Desmet, Wim Van Den Noortgate |
| 2011 | On Exploration and Mining of Data in Educational Practice. Erik-Jan van der Linden |
| 2011 | Partially Observable Sequential Decision Making for Problem Selection in an Intelligent Tutoring System. Emma Brunskill, Stuart Russell |
| 2011 | Predicting Graduate-level Performance from Undergraduate Achievements. Judith Zimmermann, Kay Henning Brodersen, Jean-Philippe Pellet, Elias August, Joachim M. Buhmann |
| 2011 | Predicting School Failure Using Data Mining. Carlos Márquez-Vera, Cristóbal Romero, Sebastián Ventura |
| 2011 | Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression. Gökhan Akçapinar, Erdal Cosgun, Arif Altun |
| 2011 | Problem Response Theory and its Application for Tutoring. Petr Jarusek, Radek Pelánek |
| 2011 | Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011 Mykola Pechenizkiy, Toon Calders, Cristina Conati, Sebastián Ventura, Cristóbal Romero, John C. Stamper |
| 2011 | Quality Control and Data Mining Techniques Applied to Monitoring Scaled Scores. Alina A. von Davier |
| 2011 | Social Information Discovery. Barry Smyth |
| 2011 | Spectral Clustering in Educational Data Mining. Shubhendu Trivedi, Zachary A. Pardos, Gábor N. Sárközy, Neil T. Heffernan |
| 2011 | Student Translations of Natural Language into Logic: The Grade Grinder Translation Corpus Release 1.0. Dave Barker-Plummer, Richard Cox, Robert Dale |
| 2011 | Studying the Problem-solving Strategies in the Early Stages of Learning Programming. Edgar Cambranes-Martínez, Judith Good |
| 2011 | The EDM Vis Tool. Matthew W. Johnson, Michael Eagle, Leena Joseph, Tiffany Barnes |
| 2011 | The Hospital Classrooms Environments Challenge. Carina S. González, Pedro A. Toledo |
| 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 | Towards Better Understanding of Transfer in Cognitive Models of Practice. Michael Yudelson, Philip I. Pavlik, Kenneth R. Koedinger |
| 2011 | Towards Improvements on Domain-independent Measurements for Collaborative Assessment. Antonio R. Anaya, Jesus Boticario |
| 2011 | Towards Modeling Forgetting and Relearning in ITS: Preliminary Analysis of ARRS Data. Yutao Wang, Neil T. Heffernan |
| 2011 | Towards Parameter-free Data Mining: Mining Educational Data with Yacaree. Marta E. Zorrilla, Diego García-Saiz, José L. Balcázar |
| 2011 | Using Data Mining in a Recommender System to Search for Learning Objects in Repositories. Alfredo Zapata Gonzalez, Víctor Hugo Menéndez-Domínguez, Manuel E. Prieto, Cristóbal Romero |
| 2011 | Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net. Yanbo Xu, Jack Mostow |
| 2011 | Variable Construction and Causal Modeling of Online Education Messaging Data: Initial Results. Stephen Fancsali |
| 2011 | What Can Closed Sets of Students and Their Marks Say? Dmitry I. Ignatov, Serafima Mamedova, Nikita Romashkin, Ivan Shamshurin |
| 2011 | What's an Expert? Using Learning Analytics to Identify Emergent Markers of Expertise through Automated Speech, Sentiment and Sketch Analysis. Marcelo Worsley, Paulo Blikstein |
| 2011 | eLAT: An Exploratory Learning Analytics Tool for Reflection and Iterative Improvement of Technology Enhanced Learning. Anna Lea Dyckhoff, Dennis Zielke, Mohamed Amine Chatti, Ulrik Schroeder |