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Rezky Dwisantika

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Preprint Aug 2026

TutorTrace: A Dataset and Taxonomy for Classifying Learner Behavioral States during AI-Assisted Programming Education

AI programming tutors provide scalable support, yet lack the behavioral context human tutors rely on to adapt support to learners'needs. We present TutorTrace, a dataset and behavioral abstraction pipeline that makes learners'behavioral context visible and computable in real time from low-level IDE telemetry. Across fo...

David Barron, Xiaohang Tang, Rezky Dwisantika et al. · 0 citations

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