Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation.
Shaoyun ShiWeizhi MaMin ZhangYongfeng ZhangXinxing YuHouzhi ShanYiqun LiuShaoping MaPublished in: SIGIR (2020)
Keyphrases
- recommender systems
- collaborative filtering
- user interface
- user interaction
- recommendation systems
- user feedback
- end users
- individual user
- feedback mechanisms
- user modeling
- helping users
- user preferences
- information overload
- learning process
- learning algorithm
- user model
- user oriented
- item recommendation
- online dating
- novice users
- long tail
- user centric
- implicit feedback
- query formulation
- user interests
- personalized services
- user centered
- user studies
- collaborative recommendation
- user behavior
- web page recommendation
- navigational behavior