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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
2025Are You Doubtful? Oh, It Might Be Difficult Then! Exploring the Use of Model Uncertainty for Question Difficulty Estimation.Leonidas Zotos, Hedderik van Rijn, Malvina Nissim
2025The Half-Life of Epistemic Emotions: How Motivation Influences Affective Chronometry.Andres Felipe Zambrano, Jaclyn Ocumpaugh, Ryan S. Baker, Kirk Vanacore, Jordan Esiason, Jessica Vandenberg
2025Ranking-Based At-Risk Student Prediction Using Federated Learning and Differential Features.Shunsuke Yoneda, Valdemar Svbensk, Gen Li, Daisuke Deguchi, Atsushi Shimada
2025Practical Evaluation of Deep Knowledge Tracing Models for use in Learning Platforms.Bogdan Yamkovenko, Charles Hogg, Maya Miller-Vedam, Phillip Grimaldi, Walt Wells
2025Natural Language-Driven Teacher Gesture Recognition.Yu Xiong, Shengyi Chen, Ting Cai, Lulu Chen, Jun Li
2025Preface.
2025Improving Generative AI Student Feedback: Direct Preference Optimization with Teachers in the Loop.Juliette Woodrow, Chris Piech, Sanmi Koyejo
2025KCluster: An LLM-based Clustering Approach to Knowledge Component Discovery.Yumou Wei, Paulo Carvalho, John C. Stamper
2025Evaluating multidimensional extensions of the Elo rating systems for tracking ability in online learning environments.Hanke Vermeiren, Abe D. Hofman, Maria Bolsinova
2025Preserving the integrity of study behaviour in online retrieval practice using quantified learner dynamics.Maarten van der Velde, Malte Krambeer, Hedderik van Rijn
2025CausalEDM: Linking Innovations in Instructional Design and the Complex Behaviors that Underlie Learning Processes and Outcomes.Kirk Vanacore, Anthony F. Botelho, Avery Closser, Adam Sales, Neil T. Heffernan
2025Investigating the Impact and Student Perceptions of Guided Parsons Problems for Learning Logic with Subgoals.Sutapa Dey Tithi, Xiaoyi Tian, Min Chi, Tiffany Barnes
2025Understanding Predictive Models of Student Success with a Multiverse Analysis.Yunxuan Tang, Emma Harvey, Chengyuan Yao, Renzhe Yu, Ren F. Kizilcec, Christopher Brooks
2025Human-crafted Features in Machine Learning Increase Trust but Risk Over-reliance.Liang Tang, Nigel Bosch
2025Evaluating Local LLMs on Japanese National University Entrance Examination Dataset in Comparison with Student Performance.Kyosuke Takami, Satoshi Sekine, Yusuke Miyao
2025Visualization of Solution Processes to Reach the Correct Answer in Online Math Tests.Tomoki Takada, Saburo Higuchi, Yasuyuki Nakamura
2025The 2nd Human-Centric eXplainable AI in Education (HEXED) Workshop.Vinitra Swamy, Jakub Kuzilek, Juan D. Pinto, Luc Paquette, Tanja Kser, Qianhui Liu, Lea Cohausz
2025Fairness of Bayesian Knowledge Tracing for Math Learners of Different Reading Ability.Frank Stinar, Haejin Lee, Clara Belitz, Nidhi Nasiar, Stephen Fancsali, Steve Ritter, Husni Almoubayyed, Ryan Baker, Jaclyn Ocumpaugh, Nigel Bosch
2025When LLMs Hallucinate: Examining the Effects of Erroneous Feedback in Math Tutoring Systems.Marlene Steinbach, Shreya Bhandari, Jennifer Meyer, Zach A. Pardos
2025An Efficient Linearized Optimization Framework for Designing Balanced and Efficient Degree Plans.Ahmad Slim, Chaouki T. Abdallah, Ameer Slim
2025Integrated Curriculum Analytics: Bridging Structure, Pass Rates, and Student Outcomes.Ahmad Slim, Chaouki T. Abdallah, Elisha Allen, Ameer Slim
2025A Holistic Recommendation System for Higher Education Academic Activities.Rafael Alves da Silva, Lucas N. Ferreira
2025Nonstandard English and the Automated Scoring of Open-Ended Math Problems.Abubakir Siedahmed, Jaclyn Ocumpaugh, Zelda Ferris, Dinesh Kodwani, Neil T. Heffernan, Eamon Worden
2025Using Survival Analysis to Identify the Factors that Mitigate Attrition among Adult Learners with Low Literacy Skills in an ITS-based Literacy Program.Genghu Shi, Shun Peng, Daphne Greenberg, Jan C. Frijters, Arthur C. Graesser
2025Effect estimates using publicly available school-level data in a cluster-randomized educational experiment.Adam Sales, Charlotte Z. Mann, Johann Gagnon-Bartsch, Neil T. Heffernan
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