Social Recommendation System with Multimodal Collaborative Filtering.
Yu-Hsin ChungYi-Ling ChenPublished in: GLOBECOM (2021)
Keyphrases
- collaborative filtering
- recommender systems
- user based collaborative filtering
- recommendation systems
- matrix factorization
- recommendation algorithms
- social interaction
- multi modal
- personalized recommendation
- social networks
- user preferences
- data sparsity
- rating prediction
- social tagging systems
- social behavior
- social media
- transfer learning
- user profiles
- audio visual
- neighbor selection
- cold start problem
- social relations
- multimodal interaction
- collaborative filtering algorithms
- latent factor models
- recommendation quality
- mobile devices
- user ratings
- information filtering
- human behavior
- missing data