EDM

JEDM + IAALDE I

Wed Jul 1, 10:45 AM–12:00 PM · North 202

Educational Data Mining Methods Metacognition & Reflection

★ Notable speakers

Neil Heffernan ★★ — ASSISTments intelligent tutoring platform; educational data mining at scale

Adam Sales ★ — Causal inference in educational data mining; combining machine learning with randomized trial analysis; principal stratification in ITS

Erin Ottmar ★ — Co-developer of Graspable Math / From Here to There!; perceptual-embodied learning in algebra

Ramkumar Rajendran ★ — Self-regulated learning analytics; multimodal data (eye-tracking, facial emotion, log data); open-ended learning environments

EDM #9 | Invited JEDM and IAALDE Presentations

3 talks in this session

Seeing Is Solving: MLLMs, Reasoning, and Refusal in Visual Math

Ethan Croteau, Neil Heffernan

Generative AI & Large Language Models Multimodal Learning Analytics Mathematics Education

Using Bayesian Knowledge Tracing to Evaluate Perceptual Scaffolding and Desirable Difficulties in a Math Intervention

Puyuan Zhang, Siddhartha Pradhan, Morgan Lee, Yanping Pei, Adam Sales

Intelligent Tutoring Systems Knowledge Tracing Mathematics Education

Understanding the Triggers and Dynamics of Socially Shared Metacognitive Regulation in Teams with Divergent Outcomes

Vishwas Badhe, Ramkumar Rajendran, Chandan Dasgupta

Self-Regulated Learning Metacognition & Reflection Collaborative Learning & CSCL