Graph-based knowledge tracing: Modeling student proficiency using graph neural networks.
Hiromi NakagawaYusuke IwasawaYutaka MatsuoPublished in: Web Intell. (2021)
Keyphrases
- neural network
- graph model
- graph theoretic
- domain knowledge
- pattern recognition
- knowledge base
- student modeling
- graph theoretical
- knowledge acquired
- knowledge acquisition
- random walk
- knowledge management
- graph based algorithm
- prior knowledge
- student learning
- concept maps
- artificial neural networks
- expert systems
- graph representation
- constructivist learning
- graph construction
- graph theory
- directed graph
- knowledge sharing
- learning styles
- fuzzy logic