Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance

Richard Scruggs, Ryan S. Baker, Bruce M. McLaren

Recent student knowledge modeling algorithms such as Deep Knowledge Tracing (DKT) and Dynamic Key-Value Memory Networks (DKVMN) have been shown to produce accurate predictions of p…