Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback.
Guipeng XvXinyu LiRuobing XieChen LinChong LiuFeng XiaZhanhui KangLeyu LinPublished in: KDD (2024)
Keyphrases
- multi modal
- user feedback
- recommender systems
- denoising
- user profiles
- implicit feedback
- user preferences
- collaborative filtering
- user interaction
- multi modality
- relevance feedback
- high dimensional
- recommendation systems
- multiple modalities
- personalized recommendation
- matrix factorization
- audio visual
- video search
- amazon mechanical turk
- user interests
- cross modal
- image registration
- multimedia
- user model
- multimedia data
- web search
- single modality
- uni modal