Bayesian-inference based recommendation in online social networks.
Xiwang YangYang GuoYong LiuPublished in: INFOCOM (2011)
Keyphrases
- online social networks
- bayesian inference
- social networks
- social graph
- social context
- probabilistic model
- recommender systems
- location based social networks
- variational inference
- prior information
- social media
- collaborative filtering
- bayesian model
- network structure
- gibbs sampler
- hierarchical bayesian
- micro blog
- social ties
- social relations
- user preferences
- expectation propagation
- online social
- social relationships
- social networking
- social networking sites
- graphical models
- social graphs
- learning algorithm
- dynamic programming
- user activity
- personal information
- probabilistic inference
- particle filter
- social interaction