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فاي ما

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MSBR-KT: knowledge tracing via multifaceted structured-bias routing

فاي ما, يو جيانغ, Huabing Li وآخرون · Journal of King Saud University: Computer and Information Sciences · 2026 · 10.1007/s44443-026-01029-2

Knowledge tracing (KT) aims to model the evolution of students’ latent knowledge states from historical interaction sequences for accurate prediction of future responses. Modeling knowledge evolution entails the joint consideration of multiple interrelated signals, including temporal dynamics, content semantics, and be …

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