Self-Supervised Knowledge-Aware Recommendation Model Integrating Adaptive Hypergraph

Self-Supervised Knowledge-Aware Recommendation Model Integrating Adaptive Hypergraph

To alleviate the cold-start problem that exists in traditional collaborative filtering recommendation systems, knowledge graphs have been introduced as a kind of auxiliary knowledge in recommendation systems. However, existing knowledge graph recommendation models have limitations in adequately mode...

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Bibliographic Details
Main Author: ZHOU Jiaxuan, LIU Xianhui, ZHAO Xiaodong, HOU Wenlong, ZHAO Weidong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-05-01
Series:Jisuanji kexue yu tansuo
Subjects:
recommendation system; knowledge graph; adaptive hypergraph; self-supervised learning; relation-aware graph attention network
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2406021.pdf
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