Ryosuke Nakamoto

Explain-from-Stroke: Capturing Invisible Learning Processes Through Handwriting Dynamics Analysis

Educational assessment requires understanding student problem-solving processes, not just final answers. Current AI-driven analytics focus on static outcomes, missing valuable insights from temporal dynamics. Explain-from-Stroke is a practical framework that captures invisible learning processes by