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Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance
We apply this extension to DKT and DKVMN, resulting in knowledge estimates that correlate better with a posttest than knowledge estimates from Bayesian Knowledge Tracing (BKT), an algorithm designed to infer knowledge, and another classic algorithm, Performance Factors Analysis (PFA).
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