Integrating User Embedding and Collaborative Filtering for Social Recommendations.
Junliang YuMin GaoYuqi SongQianqi FangWenge RongQingyu XiongPublished in: CollaborateCom (2017)
Keyphrases
- collaborative filtering
- recommender systems
- user preferences
- recommendation quality
- recommendation algorithms
- recommendation systems
- user ratings
- making recommendations
- cold start
- content based filtering
- cold start problem
- personalized recommendation
- item recommendation
- active user
- matrix factorization
- user profiles
- rating prediction
- online dating
- personal interests
- data sparsity
- user interests
- user based collaborative filtering
- user similarity
- social tags
- demographic information
- user feedback
- product recommendation
- hybrid recommendation
- personal preferences
- user interface
- web page recommendation
- latent factor models
- user specific
- information filtering
- collaborative filtering algorithms
- social tagging systems
- information overload
- collaborative filtering recommender systems
- user model
- transfer learning
- user interaction
- social media
- deal with information overload
- watermarking algorithm
- user behavior
- collaborative filtering recommendation
- end users
- social networks