Imputing Knowledge Tracing Data with Subject-Based Training via LSTM Variational Autoencoders Frameworks

Jia Tracy Shen, Dongwon Lee

The issue of missing data poses a great challenge on boosting performance and application of deep learning models in the {\em Knowledge Tracing} (KT) problem. However, there has be…