Transitive node similarity for link prediction in social networks with positive and negative links.
Panagiotis SymeonidisEleftherios TiakasYannis ManolopoulosPublished in: RecSys (2010)
Keyphrases
- positive and negative
- link prediction
- social networks
- missing links
- link structure
- link formation
- proximity measures
- social network analysis
- network analysis
- bipartite graph
- random walk
- multi relational
- factor graph model
- network structure
- graph mining
- heterogeneous networks
- community detection
- complex networks
- positive or negative
- heterogeneous information networks
- similarity measure
- decision rules
- collaborative filtering
- social network data
- centrality measures
- topological features
- social media
- distance measure
- social graph
- data sets
- influence propagation
- network evolution
- supervised learning
- real world networks
- positive examples
- network topology
- learning algorithm