An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing
An information-theoretic evaluation framework for KT benchmark diagnosis that uses Context Tree Weighting on item-response histories and current-item queries as an operational causal uncertainty coordinate, while distinguishing it from the unobserved Local Irreducible Uncertainty under the full KT information set.
Hou-Ru Jiang, Zi-Xiao-Ken Wang, Teng-Teng Cheng et al.
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