Exploiting sentiment homophily for link prediction.
Guangchao YuanPradeep K. MurukannaiahZhe ZhangMunindar P. SinghPublished in: RecSys (2014)
Keyphrases
- link prediction
- social networks
- influence propagation
- social relations
- social network analysis
- random walk
- network structure
- network analysis
- bipartite graph
- multi relational
- graph mining
- complex networks
- sentiment analysis
- proximity measures
- topological features
- collective classification
- community detection
- sentiment classification
- social ties
- missing links
- collaborative filtering
- supervised learning
- social interaction
- location prediction
- interaction patterns
- heterogeneous networks
- link structure
- social influence
- social media
- bipartite networks
- feature selection
- graph kernels
- natural language processing
- state space
- machine learning