RCKTE: Toward Global Optimal Causal Explanations for Deep Knowledge Tracing
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DOI: 10.1109/tlt.2025.3616515
Abstract: Deep-learning-based knowledge tracing (DLKT) models have achieved high predictive accuracy, but their opaque “black box” nature limits practical value: educators cannot trace why predictions are made and learners cannot obtain transparent feedback. Existing explainability techniques,… read more here.
Keywords: knowledge; rckte; deep knowledge; reinforcement learning ... See more keywords