Region-aware neural graph collaborative filtering for personalized recommendation

Region-aware neural graph collaborative filtering for personalized recommendation

Personalized recommender systems have been widely deployed in various scenarios to enhance user experience in response to the challenge of information explosion. Especially, personalized recommendation models based on graph structure have advanced greatly in predicting user preferences. However, geo...

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Bibliographic Details
Main Authors: Shengwen Li, Renyao Chen, Chenpeng Sun, Hong Yao, Xuyang Cheng, Zhuoru Li, Tailong Li, Xiaojun Kang
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:International Journal of Digital Earth
Subjects:
collaborative filtering
neural graph collaborative filtering
geographical region
personalized recommendation
graph convolution networks
Online Access:http://dx.doi.org/10.1080/17538947.2022.2113463

Internet

http://dx.doi.org/10.1080/17538947.2022.2113463

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