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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
2018Feature extraction for classifying students based on their academic performance.Agoritsa Polyzou, George Karypis
2018Mining Student Misconceptions from Pre- and Post-Testing Data.ngel Prez-Lemonche, Byron Drury, David E. Pritchard
2018Understanding Student Procrastination via Mixture Models.Jihyun Park, Renzhe Yu, Fernando Rodriguez, Rachel B. Baker, Padhraic Smyth, Mark Warschauer
2018Using Student Logs to Build Bayesian Models of Student Knowledge and Skills.Huy Nguyen, Chun Wai Liew
2018Understanding Learners' Opinion about Participation Certificates in Online Courses using Topic Modeling.Gaurav Nanda, Nathan M. Hicks, David R. Waller, Kerrie Anna Douglas, Dan Goldwasser
2018Accurate Measurement of Lexical Sophistication in ESL with Reference to Learner Data.Ben Naismith, Na-Rae Han, Alan Juffs, Brianna Hill, Daniel Zheng
2018Finding Topics in Enrollment Data.Benjamin A. Motz, Thomas A. Busey, Martin E. Rickert, David Landy
2018Does Deep Knowledge Tracing Model Interactions Among Skills?Shirly Montero, Akshit Arora, Sean Kelly, Brent Milne, Michael Mozer
2018Using a Common Sense Knowledge Base to Auto Generate Multi-Dimensional Vocabulary Assessments.Ruhi Sharma Mittal, Seema Nagar, Mourvi Sharma, Utkarsh Dwivedi, Prasenjit Dey, Ravi Kokku
2018Forgetting curves and testing effect in an adaptive learning and assessment system.Jeffrey Matayoshi, Umberto Granziol, Christopher Doble, Hasan Uzun, Eric Cosyn
2018A Comparison of Features for the Automatic Labeling of Student answers to Open-ended Questions.Jesus Gerardo Alvarado Mantecon, Hadi Abdi Ghavidel, Amal Zouaq, Jelena Jovanovic, Jenny McDonald
2018Tracking Behavioral Patterns among Students in an Online Educational System.Stephan Lorenzen, Niklas Hjuler, Stephen Alstrup
2018Identifying User Engagement Patterns in an Online Video Discussion Platform.Seung Yeon Lee, Hui Soo Chae, Gary Natriello
2018Is the Doer Effect Robust Across Multiple Data Sets?Kenneth R. Koedinger, Richard Scheines, Peter Schaldenbrand
2018GritNet: Student Performance Prediction with Deep Learning.Byung-Hak Kim, Ethan Vizitei, Varun Ganapathi
2018Predicting Quitting in Students Playing a Learning Game.Shamya Karumbaiah, Ryan S. Baker, Valerie J. Shute
2018Constructing Cognitive Profiles for Simulation-Based Hiring Assessments.Rebecca Kantar, Keith McNulty, Erica L. Snow, Matthew A. Emery, Richard Wainess, Sonia Doshi
2018Modeling the Effects of Students' Interactions with Immersive Simulations using Markov Switching Systems.Nicholas Hoernle, Ya'akov Gal, Barbara J. Grosz, Pavlos Protopapas, Andee Rubin
2018The influence of task activity and the learner's personal characteristics on self-confidence during an online explanation activity with a conversational agent.Yugo Hayashi, Yugo Takeuchi
2018Knowledge Tracing Using the Brain.David Halpern, Shannon Tubridy, Hong Yu Wang, Camille Gasser, Pamela Osborn Popp, Lila Davachi, Todd M. Gureckis
2018Your Actions or Your Associates? Predicting Certification and Dropout in MOOCs with Behavioral and Social Features.Niki Gitinabard, Farzaneh Khoshnevisan, Collin F. Lynch, Elle Yuan Wang
2018Automated Speech Act Categorization of Chat Utterances in Virtual Internships.Dipesh Gautam, Nabin Maharjan, Art Graesser, Vasile Rus
2018Clustering the Learning Patterns of Adults with Low Literacy Skills Interacting with an Intelligent Tutoring System.Ying Fang, Keith T. Shubeck, Anne Lippert, Qinyu Cheng, Genghu Shi, Shi Feng, Jessica Gatewood, Su Chen, Zhiqiang Cai, Philip I. Pavlik, Jan C. Frijters, Daphne Greenberg, Arthur C. Graesser
2018Intelligent Instructional Hand Offs.Stephen Fancsali, Michael Yudelson, Susan R. Berman, Steven Ritter
2018A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students.Aurora Esteban, Amelia Zafra, Cristbal Romero
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