Limiting link disclosure in social network analysis through subgraph-wise perturbation.
Amin Milani FardKe WangPhilip S. YuPublished in: EDBT (2012)
Keyphrases
- social network analysis
- data perturbation
- link formation
- social networks
- network analysis
- link prediction
- web mining
- graph mining
- statistical databases
- privacy preserving
- technology enhanced learning
- graph theory
- community mining
- privacy preserving data mining
- link discovery
- communication patterns
- community discovery
- key players
- mining and social network analysis
- data quality
- social relationships
- complex networks
- social network data
- centrality measures
- criminal networks
- interaction patterns
- social interaction
- community detection
- homeland security
- privacy protection
- online social networks
- information loss