Generative Recommendation: Towards Next-generation Recommender Paradigm.
Wenjie WangXinyu LinFuli FengXiangnan HeTat-Seng ChuaPublished in: CoRR (2023)
Keyphrases
- recommender systems
- collaborative filtering
- recommendation systems
- user preferences
- personalized recommendation
- recommendation algorithms
- making recommendations
- cold start
- generative model
- matrix factorization
- website
- unsupervised learning
- computing paradigm
- latent factor models
- product recommendation
- paradigm shift
- user ratings
- data sets
- online dating
- cold start problem
- genetic algorithm
- long tail
- data sparsity
- object recognition
- hidden markov models
- user feedback
- user profiles