Enhancing academic performance prediction with temporal graph networks for massive open online courses.
Qionghao HuangJili ChenPublished in: J. Big Data (2024)
Keyphrases
- citation networks
- prediction accuracy
- average degree
- graph theory
- massive open online courses
- spatio temporal
- fully connected
- structured data
- graph structure
- social networks
- directed graph
- graph mining
- temporal constraints
- weighted graph
- betweenness centrality
- overlapping communities
- biological networks
- network analysis
- complex networks
- random walk
- databases
- temporal reasoning
- temporal information
- community discovery
- online learning
- network structure
- shortest path
- prediction model
- small world
- degree distribution
- learning systems