GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems.
Yuanbo XuEn WangYongjian YangHui XiongPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- cold start
- recommender systems
- cold start problem
- collaborative filtering
- matrix factorization
- data sparsity
- user preferences
- recommendation quality
- implicit feedback
- generative model
- user feedback
- item based collaborative filtering
- recommendation algorithms
- filtering algorithm
- information overload
- user interests
- personalized recommendation
- user ratings
- tag recommendation
- noise reduction
- collaborative filtering algorithms
- user profiles
- user model
- music recommendation