Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing.
Moyu ZhangXinning ZhuChunhong ZhangFeng PanWenchen QianHui ZhaoPublished in: CoRR (2023)
Keyphrases
- learning systems
- knowledge acquisition
- learning scheme
- background knowledge
- representation language
- knowledge level
- learning algorithm
- online learning
- knowledge management
- prior knowledge
- learning process
- distributed cognition
- complex domains
- dynamic bayesian networks
- representation scheme
- knowledge transfer
- knowledge base
- human experts
- learning mechanism
- knowledge representation
- human learning
- multiple perspectives
- visual representation
- organizational learning
- artificial intelligence
- subject matter
- image segmentation
- conceptual framework
- domain knowledge
- probabilistic model
- cognitive processing
- cognitive development
- active learning
- learning mechanisms
- procedural knowledge
- variational framework
- cognitive processes
- information processing
- domain experts
- conceptual model
- qualitative models
- learning tasks
- concept maps