Overlapping communities and roles in networks with node attributes: Probabilistic graphical modeling, Bayesian formulation and variational inference.
Gianni CostaRiccardo OrtalePublished in: Artif. Intell. (2022)
Keyphrases
- overlapping communities
- bayesian formulation
- variational inference
- community structure
- bayesian framework
- probabilistic model
- community detection
- posterior probability
- posterior distribution
- community discovery
- online social networks
- social networks
- real world networks
- complex networks
- bayesian inference
- gaussian process
- generative model
- mixture model
- bayesian networks
- citation networks
- factor graphs
- latent dirichlet allocation
- latent variables
- network structure
- training data
- topic models
- similarity measure
- variational methods
- probability distribution