A Bayesian Framework for Community Detection Integrating Content and Link.
Tianbao YangRong JinYun ChiShenghuo ZhuPublished in: UAI (2009)
Keyphrases
- bayesian framework
- community detection
- networked data
- complex networks
- social networks
- prior knowledge
- generative model
- community structure
- link analysis
- posterior distribution
- network analysis
- active learning
- gaussian process
- bayesian formulation
- posterior probability
- link prediction
- link information
- probability density function
- link structure
- information networks
- label propagation
- maximum a posteriori
- social network analysis
- prior distribution
- multiple types
- expectation maximization
- overlapping communities
- community formation
- network structure
- real world networks
- community detection algorithms