Yanhong Bai

Dynamically Causal-Enhanced Exercise Representations for Adaptive Knowledge Tracing

Knowledge tracing assesses students’ mastery and predicts future performance based on historical learning data. Traditional methods primarily rely on predefined static associations between concepts and exercises, which struggle to capture potential causal relationships and dynamic learning patterns,…