Community Detection in Social Network with Pairwisely Constrained Symmetric Non-Negative Matrix Factorization.
Xiaohua ShiHongtao LuYangcheng HeShan HePublished in: ASONAM (2015)
Keyphrases
- community detection
- negative matrix factorization
- social networks
- community structure
- complex networks
- matrix factorization
- network analysis
- link prediction
- graph mining
- document clustering
- information diffusion
- social network analysis
- real world networks
- principal component analysis
- network structure
- sparse representation
- overlapping communities
- social network data
- spectral clustering
- label propagation
- community detection algorithms
- graph clustering
- social graph
- community discovery
- online social networks
- text mining
- community mining
- community formation
- citation networks
- heterogeneous networks
- data mining
- high dimensional data