Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item Response Theory.
Chun-Kit YeungPublished in: EDM (2019)
Keyphrases
- deep learning
- item response theory
- unsupervised feature learning
- domain knowledge
- student model
- deep architectures
- unsupervised learning
- machine learning
- mental models
- restricted boltzmann machine
- weakly supervised
- text mining
- mobile phone
- dimensionality reduction
- deep belief networks
- active learning
- student knowledge
- multiscale
- e learning