AIED
Cold-Start Syntax Error Prediction in Programming Education: Comparing Sequential Knowledge Tracing and Large Language Models
Mon Jun 29, 9:25 AM–9:50 AM · R2 (Auditorium Meeting 2)
Knowledge Tracing Programming & CS Education Generative AI & Large Language Models Learner & Student Modeling
Compares sequential knowledge tracing and LLMs for predicting syntax errors in student code when little prior data is available (cold start).