A supervised machine learning link prediction approach for academic collaboration recommendation.
Nesserine BenchettaraRushed KanawatiCéline RouveirolPublished in: RecSys (2010)
Keyphrases
- link prediction
- supervised machine learning
- collaborative filtering
- supervised learning
- social networks
- network analysis
- social network analysis
- random walk
- recommender systems
- multi relational
- manually annotated
- location prediction
- bipartite graph
- network structure
- complex networks
- community detection
- machine learning
- active learning
- user preferences
- heterogeneous networks
- topological features
- entity resolution
- location based social networks
- proximity measures
- ground truth
- data mining