Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems.
Jianwen SunShangheng DuZhi LiuFenghua YuSannyuya LiuXiaoxuan ShenPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- learning systems
- learning process
- knowledge acquisition
- learning algorithm
- effective learning
- domain knowledge
- online learning
- adaptive learning
- knowledge transfer
- web based learning systems
- learned knowledge
- background knowledge
- data mining techniques
- knowledge representation
- expert systems
- knowledge base
- e learning
- knowledge management
- supervised learning
- active learning
- user profiles
- mobile devices
- knowledge sharing
- learning environment
- reinforcement learning
- solving problems
- subject matter
- life long
- machine learning