Learning consistent representations with temporal and causal enhancement for knowledge tracing.
Changqin HuangHangjie WeiQionghao HuangFan JiangZhongmei HanXiaodi HuangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- learning systems
- knowledge acquisition
- learned knowledge
- multiple representations
- learning process
- external representations
- effective learning
- supervised learning
- active learning
- prior knowledge
- bayesian networks
- knowledge based systems
- expert systems
- decision trees
- knowledge transfer
- qualitative models
- learning mechanism
- cognitive processing
- temporal knowledge
- background knowledge
- organizational learning
- concept maps
- human experts
- knowledge sharing
- data mining
- spatio temporal
- knowledge base