Multimodal fusion framework based on knowledge graph for personalized recommendation

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Jingjing Wang, Haoran Xie, Siyu Zhang, S. Joe Qin, Xiaohui Tao, Fu Lee Wang, Xiaoliang Xu

Published: 2025, Last Modified: 10 Nov 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Propose a unified multimodal knowledge graph architecture named Multi-KG4Rec.•The multimodal fusion module enhances the capability of Multi-KG4Rec.•Experimental results verify the validity of Multi-KG4Rec.