Community detection in social networks by using Bayesian network and Expectation Maximization technique.
Ahmed Ibrahem HafezAboul Ella HassanienAly A. FahmyMohamed Fahmy TolbaPublished in: HIS (2013)
Keyphrases
- community detection
- expectation maximization
- social networks
- bayesian networks
- em algorithm
- probabilistic model
- parameter learning
- complex networks
- link prediction
- network analysis
- community structure
- generative model
- information diffusion
- community detection algorithms
- graph mining
- maximum likelihood
- social network data
- social network analysis
- label propagation
- mining and social network analysis
- unsupervised learning
- graphical models
- graph clustering
- real world networks
- image segmentation
- social graph
- biological networks
- social networking
- massive graphs
- information networks
- learning algorithm
- bipartite graph
- networked data
- information propagation
- network evolution
- reinforcement learning
- k means
- social media
- semi supervised
- heterogeneous networks
- social networking sites