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Educational Data Mining

EDM

B

CORE rank

CORE rank (raw)

B

Fields of research

Applied Computing

Papers indexed

1,916

2008–2025

Papers per year

2008176 peak2025

EDM papers

1,916 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2025Concept Drift Detection for Knowledge Tracing.Morgan P. Lee, Neil T. Heffernan
2025Reinforcement Learning for Programming Feedback: Aligning Small Language Models Without Human Preferences.Charles Koutcheme, Nicola Dainese, Arto Hellas
2025Predicting Course Transferability Using Deep Embeddings and Traditional Classifiers.Mark Kim, Shreyas Raghuraman, Arno Puder, Craig Hayward, Hui Yang
2025LLM-supported Thematic Analysis: Evaluating GATOS Workflow on Complex Qualitative Data.Chaewon Kim, Fengfeng Ke, Nuodi Zhang, Alex Barrett
2025Multi-Stage Speaker Diarization for Noisy Classrooms.Ali Sartaz Khan, Tollop gnrm, Ahmed Adel Attia, Dorottya Demszky
2025Math Content Readability, Student Reading Ability, and Behavior Associated with Gaming the System in Adaptive Learning Software.Pranjli Khanna, Kaleb Mathieu, Kole Norberg, Husni Almoubayyed, Stephen Fancsali
2025Just Read the Question: Enabling Generalization to New Assessment Items with Text Awareness.Arisha Khan, Nathaniel Li, Tori Shen, Anna N. Rafferty
2025Investigating Cognitive Strategies in a Mental Rotation Task using Eye Tracking Heat Maps.Kabyashree Khanikar
2025Leveraging KOALA for Programming Data Collection: A Half-Day Tutorial for Research Application.Daniil Karol, Ilya Vlasov, Katsiaryna Dzialets, Anna Potriasaeva, Anastasiia Birillo
2025Multi-Agent Collaborative Framework For Math Problem Generation.Kia Karbasi, Kevin Hong, Mohammad Amin Samadi, Gregory J. Pottie
2025On the Practicality of Differential Privacy for Knowledge Tracing.Anika Kabir, Chandan Tankala, Daniel Lowd
2025Who to Help? A Time-Slice Analysis of K-12 Teachers' Decisions in Classes with AI-Supported Tutoring.Qiao Jin, Conrad Borchers, Stephen Fancsali, Vincent Aleven
2025Coping with ADHD in College: Topic Modeling and Sentiment Analysis of Online Peer Discussions on Reddit.Sihan Jian, Saptarshi Bhowmik, K. Bret Staudt Willet
2025Using Webcam-Based Eye Tracking during a Learning Task to Understand Neurodivergence.Grace D. Jaiyeola, Aaron Y. Wong, Richard L. Bryck, Caitlin Mills, Stephen Hutt
2025Mining for Knowledge, Not Trouble: GDPR's Impact on Educational Data Mining.Aytaj Ismayilzada, Mirka Saarela, Ayaz Karimov
2025Building Explainable Recommender System for Engineering Students Work-Integrated Learning (WIL).Woorin Hwang, Hongming Li, Anna Pauline Aguinalde, Yilin Zhang, Jinnie Shin, Kent J. Crippen, Bruce F. Carroll
2025Privacy-Preserving Distributed Link Predictions Among Peers in Online Classrooms Using Federated Learning.Anurata Prabha Hridi, Muntasir Hoq, Zhikai Gao, Collin Lynch, Rajeev Sahay, Seyyedali Hosseinalipour, Bita Akram
2025Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach.Ruikun Hou, Babette Bhler, Tim Ftterer, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
2025Automated Identification of Logical Errors in Programs: Advancing Scalable Analysis of Student Misconceptions.Muntasir Hoq, Ananya Rao, Reisha Jaishankar, Krish Piryani, Nithya Janapati, Jessica Vandenberg, Bradford W. Mott, Narges Norouzi, James C. Lester, Bita Akram
2025Explainable AI in the Loop: An Instructor-Transformer Collaboration for Improving Explainability and Reliability of Feedback in Introductory Programming Classrooms.Muntasir Hoq, Bradford W. Mott, Seung Y. Lee, Jessica Vandenberg, Narges Norouzi, James C. Lester, Bita Akram
2025Extracting Causal Relations in Deep Knowledge Tracing.Kevin Hong, Kia Karbasi, Gregory J. Pottie
2025Accelerating Practical Knowledge Sharing in Teachers' Communities with Human-aware Artificial Intelligence.Xinyi He
2025Implementation, Not Capabilities: How Chatbot Utilization Shapes Learners' Navigation Patterns in MOOCs.Songhee Han, Hunhui Na, Chaewon Kim
2025Starting Seatwork Earlier as a Valid Measure of Student Engagement.Ashish Gurung, Jionghao Lin, Zhongtian Huang, Conrad Borchers, Ryan Baker, Vincent Aleven, Kenneth R. Koedinger
2025Interactive Workshop: Multimodal, Multiparty Learning Analytics (MMLA).Peter W. Foltz, Gautam Biswas, Sidney D'Mello
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