Link prediction using probabilistic group models of network structure.
Akira NinagawaKoji EguchiPublished in: SAC (2010)
Keyphrases
- conditional independence
- network structure
- link prediction
- bayesian networks
- network analysis
- social networks
- probabilistic model
- network topology
- complex networks
- online social networks
- random walk
- bipartite graph
- social network analysis
- topological features
- multi relational
- network evolution
- dynamic networks
- graph mining
- biological networks
- community detection
- hidden variables
- communication networks
- collective classification
- real world networks
- social influence
- heterogeneous networks
- small world
- community structure
- entity resolution
- social interaction
- dependency structure
- parameter estimation
- link formation