Deep Knowledge Tracing is an implicit dynamic multidimensional item response theory model

Jill-Jênn Vie, Hisashi Kashima

Knowledge tracing consists in predicting the performance of some students on new questions given their performance on previous questions, and can be a prior step to optimizing asse…