Features for link prediction in social networks: A comprehensive study.
Feng LiuBingquan LiuXiaolong WangMing LiuBaoxun WangPublished in: SMC (2012)
Keyphrases
- link prediction
- social networks
- topological features
- social network analysis
- random walk
- network analysis
- multi relational
- bipartite graph
- complex networks
- graph mining
- heterogeneous networks
- network structure
- community detection
- feature extraction
- class discrimination
- social network data
- social interaction
- graph kernels
- collective classification
- social ties
- link formation
- network topology
- online social networks
- social relationships
- supervised learning
- proximity measures
- social media
- feature space