Automated Knowledge Component Generation for Interpretable Knowledge Tracing in Coding Problems

Zhangqi Duan, Nigel Fernandez, Arun Balajiee Lekshmi Narayanan +5

Knowledge components (KCs) mapped to problems help model student learning, tracking their mastery levels on fine-grained skills thereby facilitating personalized learning and feedb…