| 2024 | Automated Assessment in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses. | Sami Baral, Eamon Worden, Wen-Chiang Lim, Zhuang Luo, Christopher Santorelli, Ashish Gurung |
| 2024 | Open Science and Educational Data Mining: Which Practices Matter Most? | Ryan Shaun Baker, Stephen Hutt, Christopher A. Brooks, Namrata Srivastava, Caitlin Mills |
| 2024 | What metrics of participation balance predict outcomes of collaborative learning with a robot? | Yuya Asano, Diane J. Litman, Quentin King-Shepard, Tristan Maidment, Tyree Langley, Teresa Davison |
| 2024 | Tailored analysis of dropout in UBA distance postgraduate courses: first results. | Antonio R. Anaya, Pablo M. Gmez, Ariel Lutenberg |
| 2024 | Large Language Models for Intelligent Coaching in Data Science Problem Solving: A Preliminary Investigation. | Maryam Alomair, Shimei Pan, Lujie Karen Chen |
| 2024 | Empowering Predictions of the Social Determinants of Mental Health through Large Language Model Augmentation in Students' Lived Experiential Essays. | Mohammad Arif Ul Alam, Madhavi Pagare, Susan Davis, Geeta Verma, Ashis Kumer Biswas, Justin Barbern |
| 2024 | How Much Training is Needed? Reducing Training Time using Deep Reinforcement Learning in an Intelligent Tutor. | Nazia Alam, Behrooz Mostafavi, Sutapa Dey Tithi, Min Chi, Tiffany Barnes |
| 2024 | Investigating the Relations between Students' Affective States and the Coherence in their Activities in Open-Ended Learning Environments. | Celestine E. Akpanoko, Ashwin T. S., Grayson Cordell, Gautam Biswas |
| 2024 | Multimodal Learning Analytics for Predicting Student Collaboration Satisfaction in Collaborative Game-Based Learning. | Halim Acosta, Seung Y. Lee, Bradford W. Mott, Haesol Bae, Krista D. Glazewski, Cindy E. Hmelo-Silver, James C. Lester |
| 2024 | Math Multiple Choice Question Generation via Human-Large Language Model Collaboration. | Jaewook Lee, Digory Smith, Simon Woodhead, Andrew S. Lan |
| 2024 | Evaluating Multi-Knowledge Component Interpretability of Deep Knowledge Tracing Models in Programming. | Yang Shi, Min Chi, Tiffany Barnes, Thomas W. Price |
| 2024 | 8th Educational Data Mining in Computer Science Education (CSEDM) Workshop. | Yang Shi, Peter Brusilovsky, Bita Akram, Thomas W. Price, Juho Leinonen, Kenneth R. Koedinger, Andrew S. Lan |
| 2024 | Using Large Language Models to Detect Self-Regulated Learning in Think-Aloud Protocols. | Jiayi Zhang, Conrad Borchers, Vincent Aleven, Ryan S. Baker |
| 2023 | Meta-Learning for Better Learning: Using Meta-Learning Methods to Automatically Label Exam Questions with Detailed Learning Objectives. | Amir Zur, Isaac Applebaum, Jocelyn Nardo, Dory DeWeese, Sameer Sundrani, Shima Salehi |
| 2023 | LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships. | Erwin D. Lpez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada |
| 2023 | Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions. | Mengxue Zhang, Neil T. Heffernan, Andrew S. Lan |
| 2023 | A Multimodal Language Learning System for Chinese Character Using Foundation Model. | Jinglei Yu, Zitao Liu, Mi Tian, Deliang Wang, Yu Lu |
| 2023 | Mining Detailed Course Transaction Records for Semantic Information. | Yinuo Xu, Zachary A. Pardos |
| 2023 | Can ChatGPT Detect Student Talk Moves in Classroom Discourse? A Preliminary Comparison with Bert. | Deliang Wang, Dapeng Shan, Yaqian Zheng, Kai Guo, Gaowei Chen, Yu Lu |
| 2023 | Can the Paths of Successful Students Help Other Students With Their Course Enrollments? | Kerstin Wagner, Agathe Merceron, Petra Sauer, Niels Pinkwart |
| 2023 | Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models. | Mlina Verger, Sbastien Lall, Franois Bouchet, Vanda Luengo |
| 2023 | Towards Scalable Adaptive Learning with Graph Neural Networks and Reinforcement Learning. | Jean Vassoyan, Jill-Jnn Vie, Pirmin Lemberger |
| 2023 | Predicting Bug Fix Time in Students' Programming with Deep Language Models. | Stav Tsabari, Avi Segal, Kobi Gal |
| 2023 | Towards Generalizable Detection of Urgency of Discussion Forum Posts. | Valdemar Svbensk, Ryan Baker, Andrs Zambrano, Yishan Zou, Stefan Slater |
| 2023 | Analyzing Team Cognition and Combined Efficacy In Makerspaces Using Multimodal Data. | K. Nisumba Soodhani |