Using Non-topological Node Attributes to Improve Results of Link Prediction in Social Networks.
Yu ZhangFeng LiBin XuKening GaoGe YuPublished in: WISA (2012)
Keyphrases
- link prediction
- social networks
- topological features
- social network analysis
- random walk
- network analysis
- bipartite graph
- network structure
- complex networks
- graph mining
- multi relational
- collective classification
- community detection
- link formation
- heterogeneous networks
- proximity measures
- social networking
- social interaction
- collaborative filtering
- missing links
- directed graph
- small world
- data mining
- social media
- factor graph model
- social ties
- centrality measures
- network topology
- supervised learning