AIED
Modality Matters: How Text, Audio, and Video Interactions Shape Student Engagement and Performance with AI Tutors in K–12 Mathematics
Tue Jun 30, 2:50 PM–3:15 PM · North 209
Part of AI in Mathematics Education
Mathematics Education Intelligent Tutoring Systems Affect & Engagement Detection K-12 Education Multimodal Learning Analytics
★ Notable speakers
April Murphy
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— Learning engineering; AI-personalized math learning; large-scale field trials in education
Steve Ritter
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— Co-founder and Chief Scientist of Carnegie Learning; co-developer of the Cognitive Tutor for mathematics; intelligent tutoring systems, knowledge tracing, educational data mining
Compares how text, audio, and video interaction modalities with AI tutors affect student engagement and performance in K–12 mathematics.
Authors
Tyree Cowell, Kole Norberg, Rae Bastoni, Unekwu Shaibu, April Murphy, Stephen Fancsali, Steve Ritter, Husni Almoubayyed