SCFM: Social and crowdsourcing factorization machines for recommendation.
Yue DingDong WangXin XinGuoqiang LiDaniel SunXuezhi ZengRajiv RanjanPublished in: Appl. Soft Comput. (2018)
Keyphrases
- social context
- amazon mechanical turk
- social interaction
- recommender systems
- collaborative filtering
- social recommendation
- user feedback
- pairwise
- matrix factorization
- recommendation systems
- social media
- social relationships
- social behavior
- social networks
- social relations
- social networking services
- social web
- heterogeneous social networks
- social networking
- singular value decomposition
- user preferences
- user generated
- recommendation algorithms
- personalized recommendation
- learning machines
- parallel machines
- social learning
- virtual communities
- social tagging
- tensor factorization
- social tags
- knowledge sharing
- user profiles