An Innovative Personalized Recommendation Approach Based on Deep Learning and User Review Content

In the recent advancements of recommendation systems, the integration of deep learning models has significantly enhanced prediction accuracy and user experience. This paper introduces a novel model called GRATB, which enhances the existing BERT4Rec framework by incorporating a self-attention mechani...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Zhaowang Wu, Quan Wen, Fan Yang, Kaixin Deng
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Recommendation systems deep learning GRATB BERT4Rec time-mixing attention mechanism dynamic head fusion
Online Access:	https://ieeexplore.ieee.org/document/10643549/