Diagrammatic Student Models: Modeling Student Drawing Performance with Deep Learning.
Andy SmithWookhee MinBradford W. MottJames C. LesterPublished in: UMAP (2015)
Keyphrases
- student model
- deep learning
- student modeling
- intelligent tutoring systems
- student modelling
- tutoring system
- learning styles
- restricted boltzmann machine
- machine learning
- concept maps
- student interaction
- unsupervised learning
- item response theory
- unsupervised feature learning
- educational games
- mental models
- authoring tool
- supervised learning
- reinforcement learning