Bayesian Complex Network Community Detection Using Nonparametric Topic Model.
Ruimin ZhuWenxin JiangPublished in: COMPLEX NETWORKS (1) (2018)
Keyphrases
- complex networks
- community detection
- topic models
- author topic model
- topic modeling
- variational inference
- latent dirichlet allocation
- community structure
- network analysis
- social networks
- social network analysis
- biological networks
- network structure
- link prediction
- text mining
- generative model
- graph theory
- scale free
- probabilistic model
- real world networks
- dirichlet process
- co occurrence
- latent topics
- bayesian inference
- maximum likelihood
- community detection algorithms
- latent variables
- posterior distribution
- network evolution
- bayesian networks
- learning algorithm
- community discovery
- small world
- clustering coefficient
- databases
- pairwise
- data mining