Variational Temporal IRT: Fast, Accurate, and Explainable Inference of Dynamic Learner Proficiency

Yunsung Kim, Sreechan Sankaranarayanan, Chris Piech +1

Dynamic Item Response Models extend the standard Item Response Theory (IRT) to capture temporal dynamics in learner ability. While these models have the potential to allow instruct…