Neighborhood-Enhanced Multimodal Collaborative Filtering for Item Cold Start Recommendation.
Guohui LiLi ZouZhiying DengQi ChenPublished in: ICASSP (2024)
Keyphrases
- collaborative filtering
- user preferences
- collaborative filtering recommendation algorithm
- personalized recommendation
- user ratings
- making recommendations
- recommender systems
- cold start problem
- item recommendation
- hybrid recommendation
- pearson correlation coefficient
- matrix factorization
- latent factor models
- recommendation algorithms
- item based collaborative filtering
- data sparsity
- cold start
- rating prediction
- active user
- recommendation systems
- multi modal
- user similarity
- user item rating
- collaborative recommendation
- multimodal interaction
- recommendation quality
- neural network
- audio visual
- probabilistic matrix factorization
- data sets
- content based filtering
- deal with information overload
- brain image analysis
- multimedia
- web page recommendation
- similarity measure
- image registration
- information filtering
- implicit feedback
- user specific
- product recommendation