Random Walk with Pre-filtering for Social Link Prediction.
Ting JinTong XuEnhong ChenQi LiuHaiping MaJingsong LvGuoping HuPublished in: CIS (2013)
Keyphrases
- random walk
- link prediction
- pre filtering
- link formation
- social ties
- network analysis
- social networks
- bipartite graph
- social graph
- multi relational
- community detection
- directed graph
- graph mining
- social interaction
- markov chain
- link structure
- transition probability matrix
- social network data
- transition probabilities
- graph clustering
- social relationships
- heterogeneous networks
- social media
- graph laplacian
- social behavior
- hyper graph
- probabilistic model
- markov random walk
- factor graph model
- similarity measure