A Survey on Accuracy-Oriented Neural Recommendation: From Collaborative Filtering to Information-Rich Recommendation.
Le WuXiangnan HeXiang WangKun ZhangMeng WangPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- collaborative filtering
- recommendation systems
- recommender systems
- information sources
- user preferences
- information overload
- high accuracy
- product recommendation
- end users
- personalized recommendation
- recommendation algorithms
- prediction accuracy
- computational cost
- prior knowledge
- spatial information
- data sparsity
- demographic information
- cold start
- neural network
- collaborative filtering recommendation
- network architecture
- information filtering
- matrix factorization
- domain knowledge
- information retrieval