Variational Temporal IRT: Fast, Accurate, and Explainable Inference of Dynamic Learner Proficiency.
Yunsung KimSreechan SankaranarayananChris PiechCandace ThillePublished in: EDM (2023)
Keyphrases
- temporal behavior
- temporal reasoning
- high quality
- spatial and temporal
- temporal databases
- bayesian networks
- spatio temporal
- learning process
- item response theory
- dynamic environments
- temporal constraints
- learning materials
- exact inference
- variational methods
- probabilistic inference
- language learning
- neural network
- mobile robot
- e learning