SNCStream: a social network-based data stream clustering algorithm.
Jean Paul BarddalHeitor Murilo GomesFabrício EnembreckPublished in: SAC (2015)
Keyphrases
- data streams
- clustering algorithm
- sliding window
- social interaction
- social networks
- change detection
- social media
- stream data
- clusters of arbitrary shapes
- space efficient
- social context
- social relationships
- streaming data
- clustering method
- data sets
- document clustering
- evolving data streams
- transactional data
- virtual communities
- concept drift
- social networking
- online communities
- uncertain data
- data distribution
- fuzzy c means
- multi dimensional
- k means
- recommender systems
- spectral clustering
- detecting outliers
- data streaming
- distributed data streams
- data clustering