Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach.
Xin LiHsinchun ChenPublished in: Decis. Support Syst. (2013)
Keyphrases
- bipartite graph
- link prediction
- machine learning
- collaborative filtering
- random walk
- social network analysis
- maximum matching
- graph model
- network analysis
- social networks
- graph kernels
- supervised learning
- graph mining
- kernel methods
- graph clustering
- multi relational
- maximum cardinality
- edge weights
- recommender systems
- biological networks
- network structure
- minimum weight
- complex networks
- link structure
- location prediction
- maximum weight
- bipartite graph matching
- community detection
- decision trees
- link formation
- mutual reinforcement
- bipartite networks
- user preferences
- recommendation systems
- data mining
- heterogeneous networks
- information retrieval
- reinforcement learning