An improved density peaks-based clustering method for social circle discovery in social networks.
Mengmeng WangWanli ZuoYing WangPublished in: Neurocomputing (2016)
Keyphrases
- unsupervised learning
- clustering method
- social networks
- social media
- social interaction
- social networking
- social relationships
- cluster analysis
- hough transform
- clustering algorithm
- information diffusion
- similarity measure
- social network analysis
- k means
- social graphs
- social influence
- subspace clustering
- relational clustering
- spectral clustering
- hierarchical clustering
- online social networks
- clustering framework
- social context
- dimensionality reduction
- online communities
- social groups
- affinity propagation
- spatial clustering
- knowledge discovery
- community detection
- document clustering
- dissimilarity measure
- clustering analysis
- unsupervised clustering
- social networking sites
- social network data
- network structure
- fuzzy c means
- link prediction
- social communities
- social network sites
- social roles
- hierarchical clustering algorithm
- constrained clustering
- complex networks
- fuzzy clustering method
- random walk
- arbitrary shape