sonLP: social network link prediction by principal component regression.
Zhifeng BaoYong ZengY. C. TayPublished in: ASONAM (2013)
Keyphrases
- link prediction
- principal component regression
- social networks
- social network analysis
- partial least squares
- random walk
- principal components
- network analysis
- bipartite graph
- graph mining
- complex networks
- community detection
- network structure
- online social networks
- factor graph model
- regression methods
- kernel space
- link formation
- social ties
- online communities
- dimension reduction
- heterogeneous networks
- maximum likelihood
- collaborative filtering
- supervised learning
- missing links
- decision trees
- regression model
- social relationships
- regression method
- social network data
- social media
- support vector
- similarity measure