UNVaMP: Neural Knowledge Tracing with Variational Regularization of Latent Knowledge Dynamics

Carson J. Cook, Ahmed J. Zerouali, Anthony Schmidt +3

We introduce the Unified Neural Variational Measurement of Proficiency (UNVaMP) architecture, a knowledge tracing method that integrates observed student-item interactions with int…