Link Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation.
Jiawei ZhangJianhui ChenShi ZhiYi ChangPhilip S. YuJiawei HanPublished in: ICDE (2017)
Keyphrases
- link prediction
- network analysis
- social networks
- network structure
- complex networks
- biological networks
- missing links
- heterogeneous networks
- link formation
- social network analysis
- community detection
- social ties
- random walk
- real world networks
- bipartite graph
- bipartite networks
- topological features
- multi relational
- social and information networks
- graph mining
- factor graph model
- information networks
- supervised learning
- collective classification
- heterogeneous information networks
- functional modules
- singular value decomposition
- scale free
- centrality measures
- information extraction
- proximity measures
- tensor factorization
- collaborative filtering
- decision trees
- social media
- social interaction
- small world
- community structure
- power law
- network topology