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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
2024Generative AI for Peer Assessment Helpfulness Evaluation.Chengyuan Liu, Jialin Cui, Ruixuan Shang, Qinjin Jia, M. Parvez Rashid, Edward F. Gehringer
2024Automated Scoring of Students' Annotations When Learning from Multiple Texts.Alexandra List
2024How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses.Jionghao Lin, Eason Chen, Zifei FeiFei Han, Ashish Gurung, Danielle R. Thomas, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
2024This Paper Was Written with the Help of ChatGPT: Exploring the Consequences of AI-Driven Academic Writing on Scholarly Practices.Hongming Li, Ben Seiyon Lee, Anthony F. Botelho
2024Relation of Linguistic Indicators to Civic Engagement in Special Education.Chak Li, Scott A. Crossley, Meghan Burke, Zach Rossetti
2024Developing Explainable AI Systems to Support Feedback for Students.Hongming Li, Anthony F. Botelho
2024Safe Generative Chats in a WhatsApp Intelligent Tutoring System.Zachary Levonian, Owen Henkel
2024Learning from Teaching Assistants to Formulate Subgoals for Programming Tasks: Exploring the Potential for AI Teaching Assistants.Changyoon Lee, Junho Myung, Jieun Han, Jiho Jin, Alice Oh
2024The Challenge of Challenges: Examining the Impact of Difficulty Dynamics on Mastery Learning in Math.Seiyon M. Lee, Anthony F. Botelho
2024Prioritizing the Indicators of Effective Inclusive Education Assessment Framework using TOPSIS Analysis for children with Disabilities: A Case of Delhi.Umesh Kumar, Haimanti Banerji
2024Enhancing the Accuracy of Predicting Students Grades in Open-Ended Questions through Adjustments to Attention Weights.Masaki Koike, Hirokazu Kohama, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
2024Grading and Clustering Student Programs That Produce Probabilistic Output.Yunsung Kim, Jadon Geathers, Chris Piech
2024Assessing the Promise and Pitfalls of ChatGPT for Automated CS1-driven Code Generation.Muhammad Fawad Akbar Khan, Max Ramsdell, Erik Falor, Hamid Karimi
2024How Can We Use LLMs for EDM Tasks? The Case of Course Recommendation.Md. Akib Zabed Khan, Agoritsa Polyzou, Neila Bennamane
2024Principals' use of data analytics in Finnish schools.Ayaz Karimov, Mirka Saarela, Tommi Krkkinen, Sabina Aghayeva
2024Ethical Educational Data Processing Differences of Students with Special Needs in Post-Soviet Countries.Ayaz Karimov, Mirka Saarela, Tommi Krkkinen
2024Be back in 5 minutes: Exploring correlations between short breaks with student performance.Yu-Chia Irene Kao, Anthony Botelho
2024More, May not the Better: Insights from Applying Deep Reinforcement Learning for Pedagogical Policy Induction.Gyuhun Jung, Markel Sanz Ausin, Tiffany Barnes, Min Chi
2024When Chatting Isn't Cheating: Mining and Evaluating Student Use of Chatbots and Other Resources During Open-Internet Exams.David Joyner, Zoey Anne Beda, Michael Cohen, Melanie Duffin, Amy Garcia Fernandez, Liz Hayes-Golding, Jonathan Hildreth, Alex Houk, Rebecca Johnson, Kayla Matchek, Ana Santos
2024Investigating Student Ratings with Features of Automatically Generated Questions: A Large-Scale Analysis using Data from Natural Learning Contexts.Benny G. Johnson, Jeffrey S. Dittel, Rachel Van Campenhout
2024On Assessing the Faithfulness of LLM-generated Feedback on Student Assignments.Qinjin Jia, Jialin Cui, Ruijie Xi, Chengyuan Liu, M. Parvez Rashid, Ruochi Li, Edward F. Gehringer
2024LLM-generated Feedback in Real Classes and Beyond: Perspectives from Students and Instructors.Qinjin Jia, Jialin Cui, Haoze Du, M. Parvez Rashid, Ruijie Xi, Ruochi Li, Edward F. Gehringer
2024The Construction and Analysis of Course Grades Across Public Universities.Hyun Jeong, Gary M. Weiss, Audrey Leung, Daniel D. Leeds
2024A Generalized Apprenticeship Learning Framework for Modeling Heterogeneous Student Pedagogical Strategies.Md. Mirajul Islam, Xi Yang, John Wesley Hostetter, Adittya Soukarjya Saha, Min Chi
2024Supporting Theory Building in Design-Based Research through Large Scale Data-Based Models.Golnaz Arastoopour Irgens, Ibrahim Oluwajoba Adisa, Deepika Sistla, Tolulope Famaye, Cinamon Bailey, Atefeh Behboudi, Adenike Omolara Adefisayo
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