Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models.
Pavel N. KrivitskyMark S. HandcockAdrian E. RafteryPeter D. HoffPublished in: Soc. Networks (2009)
Keyphrases
- social networks
- random effects
- clustering algorithm
- mixed effects
- data clustering
- social network analysis
- hierarchical clustering
- hidden markov models
- cluster analysis
- hierarchical structure
- clustering method
- model selection
- probabilistic model
- k means
- data points
- probability distribution
- machine learning algorithms
- search engine
- link prediction
- linear model
- cluster centers
- clustering quality
- clustering approaches
- disjoint clusters