Relational Topic Factorization for Link Prediction in Document Networks.
Wei ZhangJiankou LiXi YongPublished in: WAW (2014)
Keyphrases
- link prediction
- network analysis
- multi relational
- network structure
- social networks
- collective classification
- complex networks
- biological networks
- missing links
- social network analysis
- heterogeneous networks
- link formation
- community detection
- bipartite networks
- real world networks
- random walk
- bipartite graph
- social ties
- topological features
- factor graph model
- relational data
- tensor factorization
- statistical relational learning
- graph mining
- link structure
- collaborative filtering
- entity resolution
- matrix factorization
- supervised learning
- information retrieval
- heterogeneous information networks
- information retrieval systems
- document collections
- proximity measures
- relational learning
- social interaction
- pairwise
- relational databases
- topic models
- document clustering
- location prediction
- web documents
- information networks
- community structure
- probabilistic model
- small world
- topic modeling