Inherent Limits on Topology-Based Link Prediction.
Justus Isaiah HibshmanTim WeningerPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- link prediction
- topological features
- social networks
- social network analysis
- random walk
- network analysis
- complex networks
- bipartite graph
- multi relational
- network structure
- graph mining
- small world
- link structure
- community detection
- collaborative filtering
- proximity measures
- heterogeneous networks
- collective classification
- missing links
- supervised learning
- entity resolution
- pairwise
- link formation
- online social networks
- relational data
- social media
- similarity measure