A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure.
Juho LeeLancelot F. JamesSeungjin ChoiFrançois CaronPublished in: CoRR (2018)
Keyphrases
- degree distribution
- bayesian model
- community structure
- overlapping communities
- scale free
- densely connected
- complex networks
- social networks
- community detection
- clustering coefficient
- small world
- power law degree distribution
- real world networks
- bayesian inference
- power law
- bayesian framework
- posterior distribution
- conditional probabilities
- preferential attachment
- random graphs
- community detection algorithms
- network analysis
- network properties
- heavy tailed
- bipartite networks
- network evolution
- social network analysis
- latent variables
- community discovery
- structural properties
- graph theory
- online social networks
- power law distribution
- graph mining
- network structure
- parameter estimation