Ming-Hong Liu

Research on Semantic Understanding of Student Learning Behavior and Knowledge Mastery Prediction Based on Large Language Models

The proposed method provides a feasible pathway for intelligent diagnosis, precise feedback, and personalized learning support in Chinese composition education and indicates that semantic features can improve the accuracy and ordinal consistency of writing mastery prediction.