On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm.
Hongzhi YinTong ChenLiang QuBin CuiPublished in: CoRR (2023)
Keyphrases
- recommender systems
- collaborative filtering
- trust aware
- cold start problem
- user preferences
- information overload
- recommendation quality
- personalized recommendation
- matrix factorization
- cold start
- user modeling
- recommendation algorithms
- implicit feedback
- user profiling
- recommendation systems
- generation process
- user feedback
- user profiles
- information filtering
- product recommendation
- latent factor models
- item based collaborative filtering
- generation method
- data sparsity
- collaborative recommendation
- personal preferences
- online dating
- low cost