On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm.
Hongzhi YinTong ChenLiang QuBin CuiPublished in: WWW (Companion Volume) (2024)
Keyphrases
- recommender systems
- collaborative filtering
- personalized recommendation
- trust aware
- user preferences
- information filtering
- recommendation systems
- cold start
- matrix factorization
- cold start problem
- user profiling
- compound critiques
- recommendation algorithms
- generation process
- user profiles
- information overload
- movie recommendation
- user modeling
- online dating
- data sparsity
- recommendation quality
- personal preferences
- user model
- news recommendation
- content based filtering
- user interests
- website
- collaborative filtering recommender systems
- item based collaborative filtering
- collaborative recommendation
- implicit feedback
- user generated content