A generative model for reciprocity and community detection in networks.
Hadiseh SafdariMartina ContiscianiCaterina De BaccoPublished in: CoRR (2020)
Keyphrases
- generative model
- community detection
- complex networks
- community structure
- network analysis
- social networks
- probabilistic model
- community detection algorithms
- real world networks
- bayesian framework
- biological networks
- graph clustering
- bipartite networks
- social network analysis
- prior knowledge
- em algorithm
- latent dirichlet allocation
- semi supervised
- graph mining
- label propagation
- link prediction
- overlapping communities
- information diffusion
- information networks
- cohesive subgroups
- expectation maximization
- community discovery
- real world social networks
- generative and discriminative models
- citation networks
- discriminative models
- random walk
- active learning
- image processing
- information retrieval
- machine learning