A Bayesian Framework for Community Detection Integrating Content and Link
Tianbao YangRong JinYun ChiShenghuo ZhuPublished in: CoRR (2012)
Keyphrases
- bayesian framework
- community detection
- networked data
- complex networks
- prior knowledge
- network analysis
- generative model
- social networks
- community structure
- gaussian process
- posterior probability
- information networks
- active learning
- bayesian formulation
- maximum a posteriori
- link prediction
- label propagation
- graph mining
- expectation maximization
- multiple types
- prior distribution
- posterior distribution
- real world networks
- community detection algorithms
- massive graphs
- network structure
- social network analysis
- link structure
- bayesian networks
- link information
- pairwise
- probability density function
- bipartite networks
- overlapping communities
- machine learning
- densely connected