Discriminative Link Prediction using Local, Community, and Global Signals.
Abir DeSourangshu BhattacharyaSourav SarkarNiloy GangulySoumen ChakrabartiPublished in: IEEE Trans. Knowl. Data Eng. (2016)
Keyphrases
- link prediction
- community detection
- social network analysis
- social networks
- random walk
- social ties
- network analysis
- class discrimination
- multi relational
- bipartite graph
- graph mining
- complex networks
- link structure
- real world networks
- missing links
- network structure
- entity resolution
- collective classification
- topological features
- supervised learning
- heterogeneous networks
- feature extraction
- online communities
- information networks
- community structure
- data sets
- web pages
- semi supervised
- proximity measures
- social interaction
- discrimination power
- feature selection
- collaborative filtering