A Survey on Accuracy-Oriented Neural Recommendation: From Collaborative Filtering to Information-Rich Recommendation

Influenced by the great success of deep learning in computer vision and language understanding, research in recommendation has shifted to inventing new recommender models based on neural networks. In recent years, we have witnessed significant progress in developing neural recommender models, which...

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Bibliographic Details
Published in:IEEE transactions on knowledge and data engineering 2023-05, Vol.35 (5), p.4425-4445
Main Authors: Wu, Le, He, Xiangnan, Wang, Xiang, Zhang, Kun, Wang, Meng
Format: Article
Language:English
Subjects:
Accuracy
Collaboration
Computer vision
Context modeling
Data models
deep learning
Filtration
History
Knowledge representation
Modelling
Neural networks
neural recommendation models
Predictive models
Recommendation survey
Recommender systems
Representation learning
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