Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns.
Mohsen JamaliGholamreza HaffariMartin EsterPublished in: WWW (2011)
Keyphrases
- social relations
- rating prediction
- social networks
- network dynamics
- online social networks
- social context
- social influence
- social relationships
- link prediction
- collaborative filtering
- network structure
- random graph models
- complex networks
- user preferences
- recommender systems
- social networking
- random walk
- social activities
- personal interests
- sentiment analysis
- social interaction
- small world
- social web
- user ratings
- network effects
- training data
- website