EDM
How Do Analytic Design Choices Shape MLLM-Based Detection of Non-Verbal Behaviors in 360° Classroom Video
Fri Jul 3, 9:50 AM–10:05 AM · North 202
Part of JEDM + IAALDE II
Multimodal Learning Analytics Affect & Engagement Detection Classroom Orchestration Generative AI & Large Language Models
★ Notable speakers
Jina Kang
★
— Learning analytics, game-based learning, self-regulated learning in STEM education, data literacy
Luc Paquette
★
— Educational data mining, student behavior modeling, hint usage analysis, self-regulated learning in ITS
A paper examining how analytic design choices affect multimodal LLM-based detection of non-verbal behaviors in 360-degree classroom video.
Authors
Yiqiu Zhou, Chris Palaguachi, Jina Kang, Luc Paquette, Noah Schroeder, Zhenhailong Wang, Yuji Zhang