Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation.
Wei ZhangJunbing YanZhuo WangJianyong WangPublished in: WWW (2022)
Keyphrases
- collaborative filtering
- recommender systems
- data sparsity
- matrix factorization
- personalized recommendation
- recommendation systems
- cold start
- neural network
- item recommendation
- online dating
- neuro fuzzy
- cold start problem
- user preferences
- recommendation algorithms
- user profiles
- artificial neural networks
- product recommendation
- latent factor models
- information filtering
- rating matrix
- item based collaborative filtering
- high level
- recommendation quality
- symbolic representation
- rating prediction
- data sets
- user interests
- music recommendation
- symbolic description
- connectionist systems
- hybrid recommendation
- deal with information overload