Educational Data Mining

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6 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Participation-Sensitive Convergence and the Fragment First, Converge Later Pattern in Asynchronous Online Learning: A Topological Analysis Across 22 OULAD Courses

    Oct 1, 2026Hitoshi Inoue, Koichi YasutakeEducational Data MiningOnline Learning

    Nakamura Gakuen University, Japan · Hiroshima University, Japan

  2. Characterizing Questioning Patterns and Student Engagement Through Contextual Analysis of Real-Time Classroom Interactions

    Sep 30, 2026Rohit Sharma, Pavani Ayinampudi, Aditya B. M. V. +5Educational AssessmentEducational Data Mining

    Indian Institute of Technology Ropar, Rupnagar, Punjab 140001, India · ANNAM.AI, Rupnagar, Punjab, India

  3. Examining Variation in How Guided AI Tutors Resolve Student Impasses

    Sep 29, 2026Bakhtawar Ahtisham, Kirk Vanacore, Alessandra Napoli +5Intelligent Tutoring SystemsEducational Data Mining

    Cornell University, Ithaca, NY, United States · Stanford University, Stanford, CA, United States

  4. DraftTrace: A Multi-View Analytics Environment for AI-Integrated Writing

    Sep 29, 2026Divyansh Chandarana, Sandipan De, Vivek GuptaEducational Data MiningGenerative AI in Education

    Arizona State University

  5. EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialogues

    Sep 22, 2026Julian Bernado, Ana Trindade Ribeiro, Xander Beberman +1LLM-Assisted AnnotationAI in Education

    SCALE Initiative, Stanford University

  6. Edustories: A Collection of Real-world Case Studies from Classroom Practices

    Sep 17, 2026Michal Štefánik, Jan Nehyba, Jirina Karasova +4AI in EducationEducational Data Mining

    Faculty of Education, Masaryk University, Czechia · R&D Center for Large Language Models, National Institute of Informatics, Japan

  7. Quantum Sparse Autoencoders for Q-Matrix Estimation in Cognitive Diagnosis

    Sep 1, 2026Arif Hassan Zidan, Yi Pan, Bowen Guo +5Quantum Machine LearningEducational Data Mining

    School of Computer and Cyber Sciences, Augusta University, Augusta, GA, USA · School of Computing, University of Georgia, Athens, GA, USA · Department of Graduate Psychology, James Madison University, Harrisonburg, VA, USA +2

  8. A Dataset for Modeling Iterative Problem-Solving

    Sep 1, 2026Fagun Patel, Sang T. Truong, Duc Q. Nguyen +4Educational Data MiningKnowledge Tracing

    Stanford University · National University of Singapore

  9. Jointly Predicting Courses and Grades Using a Transformer-Based Model

    Aug 13, 2026Paul SavalaMulti-Task LearningEducational Data Mining

    Mathematics, St. Edward’s University, 3001 S Congress Ave, Austin, 78704, TX, USA. · S Congress Ave

  10. Walking through Discussions: A Mobile Visual Analytics System for In-Situ Group Discussion Analysis

    Aug 9, 2026Yiping Sun, Ziyao Kang, Wei Zeng +2Educational Data MiningVisual Analytics

    Central South University · Hong Kong University of Science and Technology (Guangzhou) and the Hong Kong University of Science and Technology

  11. SetEasy: A Multi-Modal Classroom Engagement Assessment and Seating Optimization Framework

    Aug 7, 2026Zhihao Xie, Hongye Yang, Shien LiuEducational AssessmentEducational Data Mining

    Wuxi Taihu University · Beijing Institute of Architectural Design Co., Ltd

  12. BlockPython: A Process-Aware Agent-Supported Platform for the Transition from Block-Based to Python Programming

    Aug 6, 2026Jesse Yusuf Chan, Haoming Wang, Mingwei Xu +1Code TranslationIntelligent Tutoring Systems

    Zexi Chen · School of Education, Tsinghua University, Beijing 100084, China · University of Washington, Seattle, WA 98195, USA +1

  13. ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs

    Aug 4, 2026Xinghe Cheng, Jiapu Wang, Chaobo He +2Relation ExtractionGraph Representation Learning

    1Jinan University · 2Nanjing University of Science and Technology · 3South China Normal University +1

  14. Single-Channel EEG-Based Cognitive Load Assessment in Online Learning: A Hybrid Deep Learning Approach

    Jul 2, 2026Rowan Hussein, Mohamed OufElectroencephalographyEEG Decoding

    University of Ottawa Ottawa, Ontario, Canada · Queen’s University Kingston, Ontario, Canada

  15. An Integrated Machine Learning and Hierarchical Variance Decomposition Pipeline for Student Performance Prediction and Metacognitive Calibration on Multi-Signal Telemetry

    Jun 27, 2026Gurdeep Singh VirdeeEducational AssessmentEducational Data Mining

    Fergana State Technical University, Uzbekistan

  16. LearnOpt: Recovering the Latent Cognitive Structure of Standardized Examinations via Knowledge Graphs and Constrained Optimization

    Jun 13, 2026Joy Bose, Om ThomasCognitive ModelingEducational Assessment

    Independent Researchers Bengaluru, India

  17. Leveraging Physiological Signals to Predict Exam Outcomes with Machine Learning

    Jun 12, 2026Lala Yamazaki, Ramchandra RimalEducational AssessmentAI in Education

    Department of Mathematical Sciences, Middle Tennessee State University, 1301 E Main St, Murfreesboro, 37132, TN, USA.

  18. A Privacy-Preserving Framework Using Remote Data Science for Inter-Institutional Student Retention Prediction

    Jun 11, 2026John Fields, K M Sajjadul Islam, Ruchitha Thota +2Synthetic Data GenerationAI in Education

    Business Analytics Concordia University Wisconsin · Computer Science Marquette University · Computer Science Concordia University Wisconsin +1

  19. Detecting Knowledge Gaps from Conversational AI Interactions Using Curriculum Prerequisite Graphs

    Jun 9, 2026Youssef Medhat, Junsoo Park, Ploy Thajchayapong +1AI in EducationEducational Data Mining

    Georgia Institute of Technology, Atlanta, GA, USA

  20. When Offline Selectors Cannot Beat the Best Single Model: A Diagnostic Study on edX Dropout Prediction

    Jun 2, 2026Tyler Crosse, Alan Nadelsticher Ruvalcaba, Dustin Khang LeDuc +3Model SelectionEducational Data Mining

    Georgia Institute of Technology.

  21. Advanced Mathematics Learning Behavior Prediction and Academic Early Warning Model Based on Multimodal Data Analysis

    May 31, 2026Liu Qiong, Li ZhengboEducational AssessmentAI in Education

    Moutai Institute,, Renhuai, 564507, Guizhou, China

  22. Context-Aware Prediction of Student Quiz Performance with Multimodal Textbook Features

    May 28, 2026Samin KhanEducational AssessmentEducational Data Mining

    Stanford University

  23. Surfacing Isolated Learners with Outcome-Independent Mediation of Feedback between Teachers and Students Using AI

    May 28, 2026Junsoo Park, Youssef Medhat, Htet Phyo Wai +2Explainable Artificial IntelligenceAI in Education

    Georgia Institute Of Technology, North Avenue, Atlanta, GA 30332, USA

  24. When Can We Trust Early Warnings? Leakage-Excluded Early Outcome Prediction from LMS Interaction Logs

    May 25, 2026Ngoc Luyen Le, Marie-Hélène Abel, Bertrand LaforgeData LeakageAI in Education

    Gamaizer, 93340 Le Raincy, France · Université de technologie de Compiègne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems), CS 60319 - 60203 Compiègne Cedex, France · Sorbonne Université, CNRS UMR 7585, LPMHE (Laboratoire de Physique Nucléaire et des Hautes Énergies), 75252 Paris cedex 05, France

  25. Analysis and Prediction of At-Risk Students Using Machine Learning Algorithms

    May 24, 2026Soheila Gheisari, Hamid SalarianAI in EducationEducational Data Mining

    Department of Information Technology, Sydney International School of Technology and Commerce, Sydney, NSW 2000, Australia

  26. Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions

    May 14, 2026Qirui Liu, Hao Chen, Weijie Shi +2Intelligent Tutoring SystemsAI in Education

    South China University of Technology · Tencent Financial Technology · The Hong Kong University of Science and Technology +2

  27. From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning

    May 12, 2026Eric S. Qiu, Danielle R. Thomas, Boyuan Guo +2Intelligent Tutoring SystemsTime Series Forecasting

    Cornell University · Ithaca, NY, USA · Carnegie Mellon University +1

  28. AI-Integrated Learning Management System for Middle School: A Longitudinal Study of Learning Outcomes Through High School and Beyond

    May 2, 2026Misan Paul Etchie, Taiwo OlutosinIntelligent Tutoring SystemsAI in Education

    Northern Arizona University, Flagstaff, AZ, USA

  29. What Don't You Understand? Using Large Language Models to Identify and Characterize Student Misconceptions About Challenging Topics

    Apr 30, 2026Michael J. Parker, Maria G. Zavala-CernaEducational TechnologyEducational Data Mining

    associate dean for online learning research, faculty director of HMX, Office of External Education, and assistant professor of medicine, Harvard Medical School and Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts · Decanato Medicina, Universidad Autónoma de Guadalajara

  30. Tracing GenAI Literacy: Uncovering Student-AI Interaction Patterns in Academic Writing through Epistemic Network Analysis

    Apr 28, 2026Angxuan Chen, Jiyou JiaEducational Data MiningGenerative AI in Education

    Department of Educational Technology, Graduate School of Education, Peking University, Beijing, China