Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network.
Hiromi NakagawaYusuke IwasawaYutaka MatsuoPublished in: WI (2019)
Keyphrases
- neural network
- graph model
- domain knowledge
- student modeling
- knowledge base
- graph theoretic
- graph theoretical
- knowledge discovery
- knowledge acquisition
- knowledge level
- label propagation
- prior knowledge
- expert systems
- learning styles
- knowledge management
- graph construction
- concept maps
- learning outcomes
- procedural knowledge
- knowledge acquired
- neural network is trained
- constructivist learning
- student model
- neural network model
- statistically significant
- back propagation
- knowledge representation
- artificial neural networks
- learning environment
- e learning