Recommendation as link prediction: a graph kernel-based machine learning approach.
Xin LiHsinchun ChenPublished in: JCDL (2009)
Keyphrases
- link prediction
- random walk
- machine learning
- graph kernels
- bipartite graph
- graph mining
- collaborative filtering
- social network analysis
- link formation
- social graph
- social networks
- network analysis
- kernel methods
- multi relational
- supervised learning
- network structure
- complex networks
- recommender systems
- proximity measures
- support vector machine
- link structure
- graph theory
- location prediction
- graph model
- data mining
- community detection
- heterogeneous networks
- recommendation systems
- topological features
- clustering coefficient
- decision trees
- graph data
- reinforcement learning
- support vector
- web graph
- kernel function
- markov chain
- bipartite networks
- missing links
- information extraction