SKG-KT: Semantic Knowledge Graph Construction and Reasoning for Knowledge Tracing by Large Language Models
A novel KT framework that leverages the reasoning ability of large language models (LLMs) to enhance the modelling of unseen students, without relying on numerous students with historical records is proposed and validated to achieve robust predictive performance compared to others.