Using Friendship Ties and Family Circles for Link Prediction.
Elena ZhelevaLise GetoorJennifer GolbeckUgur KuterPublished in: SNAKDD (2008)
Keyphrases
- link prediction
- social networks
- social network analysis
- random walk
- network analysis
- bipartite graph
- graph mining
- multi relational
- complex networks
- social ties
- network structure
- link structure
- collaborative filtering
- supervised learning
- topological features
- proximity measures
- community detection
- collective classification
- bipartite networks
- machine learning
- social graph
- missing links
- entity resolution
- social relationships
- heterogeneous networks
- graph theory
- social interaction
- dynamic programming
- decision trees
- learning algorithm