A naïve Bayes model based on ovelapping groups for link prediction in online social networks.
Jorge Carlos Valverde-RebazaAlan ValejoLilian BertonThiago de Paulo FaleirosAlneu de Andrade LopesPublished in: SAC (2015)
Keyphrases
- link prediction
- online social networks
- bayes classifiers
- social networks
- network structure
- tree augmented
- bayes classifier
- social ties
- bayesian classifiers
- bayesian networks
- social relations
- social network analysis
- network analysis
- bayesian network classifiers
- naive bayes classifier
- bipartite graph
- social graph
- inductive logic programming
- social networking
- complex networks
- social interaction
- human mobility
- social relationships
- community detection
- social networking sites
- random walk
- rule learner
- decision trees
- heterogeneous networks
- social media
- bayesian classifier
- relational learning
- missing links
- real world networks
- social influence
- social network data
- learning algorithm
- online communities
- state space
- link formation