Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters
Jure LeskovecKevin J. LangAnirban DasguptaMichael W. MahoneyPublished in: CoRR (2008)
Keyphrases
- community structure
- complex networks
- clustering algorithm
- densely connected
- community detection
- real world networks
- social networks
- hierarchical clustering
- graph clustering
- network analysis
- network structure
- inter cluster
- overlapping clusters
- data clustering
- scale free
- cluster analysis
- clustering framework
- disjoint clusters
- overlapping communities
- data points
- community detection algorithms
- subspace clustering
- intra cluster
- clustering procedure
- agglomerative hierarchical clustering
- cluster centers
- biological networks
- real world social networks
- bipartite networks
- communities in social networks
- gene clusters
- unsupervised clustering
- clustering approaches
- clustering quality
- cluster membership
- hierarchical structure
- subspace clusters
- community discovery
- constrained clustering
- fuzzy c means
- community formation
- clustering method
- arbitrary shape
- link prediction
- social network analysis