Implementing link-prediction for social networks in a database system.
Sara CohenNetanel Cohen-TzemachPublished in: DBSocial (2013)
Keyphrases
- link formation
- link prediction
- social networks
- database systems
- social network analysis
- network analysis
- random walk
- multi relational
- graph mining
- bipartite graph
- network structure
- complex networks
- databases
- data model
- collaborative filtering
- community detection
- link structure
- topological features
- data management
- online social networks
- influence propagation
- social ties
- social influence
- proximity measures
- social network data
- decision trees
- entity resolution
- social networking
- information networks
- social relationships
- heterogeneous networks
- supervised learning
- collective classification
- online communities
- missing links
- machine learning