Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing.
Xiangyu SongJianxin LiQi LeiWei ZhaoYunliang ChenAjmal MianPublished in: CoRR (2022)
Keyphrases
- learning process
- learning systems
- prior knowledge
- learning algorithm
- knowledge acquisition
- reinforcement learning
- background knowledge
- business intelligence
- neural network
- effective learning
- knowledge level
- learning analytics
- learning tasks
- online learning
- domain knowledge
- knowledge base
- random walk
- supervised learning
- knowledge discovery
- knowledge representation
- human experts
- bipartite graph
- graph structure
- directed acyclic graph
- knowledge transfer
- solving problems
- case study