A hybrid clustering approach to identify network positions and roles through social network and multivariate analysis.
Yu-Hsin ChangKuei-Kuei LaiChien-Yu LinFang-Pei SuMing-Chung YangPublished in: Scientometrics (2017)
Keyphrases
- social networks
- network structure
- network dynamics
- link prediction
- clustering algorithm
- information diffusion
- clustering method
- community discovery
- centrality measures
- complex networks
- document clustering
- community structure
- social roles
- network evolution
- dynamic networks
- social media
- social interaction
- network topologies
- densely connected
- clustering coefficient
- social network analysis
- computer networks
- scale free
- fuzzy clustering
- communication networks
- data clustering
- spectral clustering
- outlier detection
- small world
- real world networks
- cluster analysis
- information networks
- online social networks
- self organizing maps
- peer to peer
- degree distribution
- overlapping communities
- wireless sensor networks
- hierarchical clustering