Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems.
Aixin SunPublished in: CoRR (2024)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- recommendation quality
- information filtering
- user modeling
- data sparsity
- cold start problem
- user preferences
- user profiles
- recommendation systems
- item based collaborative filtering
- trust aware
- information overload
- personalized recommendation
- cold start
- user model
- collaborative filtering recommender systems
- user interests
- deal with information overload
- making recommendations
- collaborative filtering algorithms
- recommendation algorithms
- implicit feedback
- movie recommendation
- item recommendation
- online dating
- latent factor models
- content based filtering
- social networks
- user feedback
- website