Federated cross-view e-commerce recommendation based on feature rescaling

Federated cross-view e-commerce recommendation based on feature rescaling

Abstract As big data technologies continue to evolve, recommendation systems have found broad application in domains such as online retail and social networking platforms. However, centralized recommendation systems raise numerous data privacy concerns. Federated learning addresses these concerns by...

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Bibliographic Details
Main Authors: Ruiheng Li, Yuhang Shu, Yue Cao, Yiming Luo, Qiankun Zuo, Xuan Wu, Jiaojiao Yu, Wenxin Zhang
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Federated learning
Recommendation systems
Multi-view framework
Feature rescaling
Data privacy
Online Access:https://doi.org/10.1038/s41598-024-81278-1
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