Gaowei Chen

Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract)

This paper proposes extended Long Short-Term Memory (LSTM) networks for the knowledge tracing task and employs explainable AI methods to address interpretability issues. Specifically, we developed an extended LSTM-based model to automatically diagnose students' knowledge states. We then leveraged th…