Modality-Guided Collaborative Filtering for Recommendation.
Kai ZhangLinping GaoJinda LuYutong YuanXiaofen XingPublished in: ICIC (13) (2024)
Keyphrases
- collaborative filtering
- recommender systems
- personalized recommendation
- recommendation systems
- matrix factorization
- data sparsity
- multi modal
- medical images
- online dating
- latent factor models
- user preferences
- recommendation algorithms
- recommendation quality
- collaborative filtering algorithms
- cold start problem
- user ratings
- cold start
- item recommendation
- information retrieval
- transfer learning
- hybrid recommendation
- neighbor selection
- data sets
- content based filtering
- search engine
- user profiles
- neural network
- information filtering
- probabilistic matrix factorization
- deal with information overload
- demographic information
- collaborative recommendation
- social tagging systems
- product recommendation
- user profiling
- implicit feedback