AI RESEARCH
ConceptKT: A Benchmark for Concept-Level Deficiency Prediction in Knowledge Tracing
arXiv CS.CL
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ArXi:2603.24073v1 Announce Type: new Knowledge Tracing (KT) is a critical technique for modeling student knowledge to personalized learning. However, most KT systems focus on binary correctness prediction and cannot diagnose the underlying conceptual misunderstandings that lead to errors. Such fine-grained diagnostic feedback is essential for designing targeted instruction and effective remediation. In this work, we