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Enhancing knowledge tracing robustness for new question cold start in Intelligent Tutoring Systems

Lee, Wonbeen et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languagecomputers-and-society
Intelligent Tutoring Systems (ITS) provide personalized learning paths by diagnosing learners' proficiency. Knowledge Tracing (KT) models play a central role in this diagnosis by estimating learners' evolving knowledge states. However, in real-world ITS services, diagnostic reliability may decrease
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