CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning.
Tianhao PengYu LiangWenjun WuJian RenZhao PengruiYanjun PuPublished in: AAAI (2023)
Keyphrases
- collaborative learning
- prediction accuracy
- random walk
- individual learning
- prediction algorithm
- fuzzy logic
- graph representation
- prediction model
- graph theory
- graph structure
- computer supported
- computer mediated
- prediction error
- learning outcomes
- collaborative learning activities
- learning process
- computer supported collaborative learning
- web based collaborative learning
- directed acyclic graph
- weighted graph
- fault diagnosis
- spanning tree
- graph databases
- graph theoretic
- directed graph
- group learning
- graph based algorithm
- neural network