Explicit intent enhanced contrastive learning with denoising networks for sequential recommendation

Abstract Sequential recommendation aims to accurately predict the users’ next preferences, where user interest is influenced by their intent. Utilizing intent contrastive learning, the sequential recommendation has achieved advanced performance. However, most contrastive learning models address the...

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Bibliographic Details
Main Authors: Jinfang Sheng, Xuhao Zhang, Bin Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-03047-y
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