Prediction of Students' Performance in E-learning Environments Based on Link Prediction in a Knowledge Graph.
Antonia EttorreFranck MichelCatherine FaronPublished in: AIED (2) (2022)
Keyphrases
- link prediction
- random walk
- bipartite graph
- graph mining
- learning environment
- social network analysis
- social networks
- link formation
- location prediction
- e learning
- multi relational
- structured data
- higher education
- network analysis
- link structure
- graph kernels
- factor graph model
- network structure
- community detection
- learning experience
- topological features
- markov chain
- missing links
- collaborative filtering