Local Probabilistic Models for Link Prediction.
Chao WangVenu SatuluriSrinivasan ParthasarathyPublished in: ICDM (2007)
Keyphrases
- link prediction
- probabilistic model
- social network analysis
- social networks
- random walk
- network analysis
- graphical models
- bipartite graph
- multi relational
- graph mining
- generative model
- complex networks
- network structure
- conditional random fields
- community detection
- latent variables
- link structure
- bayesian inference
- language model
- hidden variables
- collaborative filtering
- topological features
- entity resolution
- bayesian networks
- collective classification
- supervised learning
- social ties
- missing links
- data sets
- link formation
- graph kernels
- expectation maximization
- proximity measures
- information networks
- heterogeneous networks
- information retrieval