Xinghe Cheng

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

Learning path recommendation seeks to provide students with a structured sequence of learning items (e.g., knowledge concepts or exercises) to optimize their learning efficiency. Despite significant efforts in this area, most existing methods primarily rely on prerequisite relations, which present t