Integrating an Attention Mechanism and Convolution Collaborative Filtering for Document Context-Aware Rating Prediction

Integrating an Attention Mechanism and Convolution Collaborative Filtering for Document Context-Aware Rating Prediction

Deep learning has become a recent, modern technique for big data processing, with promising results and large potential. For recommender systems, user and item information can be used as input vectors to perform prediction tasks. However, augmenting the number of layers to improve feature extraction...

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Bibliographic Details
Main Authors: Bangzuo Zhang, Haobo Zhang, Xiaoxin Sun, Guozhong Feng, Chunguang He
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Attention mechanism
collaborative filtering
recommender system
Online Access:https://ieeexplore.ieee.org/document/8579121/

Internet

https://ieeexplore.ieee.org/document/8579121/

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