Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item Response Theory

The Deep-IRT model is a synthesis of the item response theory (IRT) model and a knowledge tracing model that is based on the deep neural network architecture called dynamic key-value memory network (DKVMN) to make deep learning based knowledge tracing explainable.