Link prediction and classification in social networks and its application in healthcare.
Wadhah AlmansooriShang GaoTamer N. JaradaReda AlhajjJon G. RoknePublished in: IRI (2011)
Keyphrases
- link prediction
- social networks
- social network analysis
- network analysis
- supervised learning
- random walk
- collective classification
- class discrimination
- bipartite graph
- network structure
- complex networks
- community detection
- topological features
- multi relational
- graph mining
- heterogeneous networks
- feature extraction
- missing links
- entity resolution
- social ties
- online social networks
- text classification
- collaborative filtering
- social media
- social interaction
- proximity measures
- state space
- heterogeneous information networks
- training set
- decision trees
- feature selection