The Architectural Implications of Facebook's DNN-based Personalized Recommendation.
Udit GuptaXiaodong WangMaxim NaumovCarole-Jean WuBrandon ReagenDavid BrooksBradford CottelKim M. HazelwoodBill JiaHsien-Hsin S. LeeAndrey MalevichDheevatsa MudigereMikhail SmelyanskiyLiang XiongXuan ZhangPublished in: CoRR (2019)
Keyphrases
- personalized recommendation
- collaborative filtering
- recommender systems
- user interests
- social media
- collaborative filtering recommendation
- social networks
- social networking
- online social networks
- collaborative recommendation
- user feedback
- web users
- user profiling
- social bookmarking
- information overload
- cold start problem
- user preferences
- recommendation systems
- probabilistic model
- website
- search engine