Overlapping Communities and Roles in Networks with Node Attributes: Probabilistic Graphical Modeling, Bayesian Formulation and Variational Inference (Extended Abstract).
Gianni CostaRiccardo OrtalePublished in: IJCAI (2022)
Keyphrases
- overlapping communities
- extended abstract
- bayesian formulation
- variational inference
- community structure
- community discovery
- bayesian framework
- posterior probability
- online social networks
- probabilistic model
- posterior distribution
- community detection
- bayesian inference
- gaussian process
- social networks
- real world networks
- bayesian networks
- complex networks
- generative model
- probability density function
- factor graphs
- network analysis
- mixture model
- probabilistic graphical models
- exponential family
- variational methods
- social network analysis
- image processing
- maximum a posteriori
- information retrieval
- graph mining
- graphical models
- information extraction