CFMM method.

<p>The CFMM method diagram comprehensively presents a complete system that builds an adjacency matrix through product text and image features combined with user-item interaction information, uses the Cross-Attention module to achieve deep fusion of multimodal features, and optimizes the model...

Full description

Saved in:

Bibliographic Details
Main Author:	Chong Zhang (418677) (author)
Other Authors:	ZhiCai Zhang (21647998) (author)
Published:	2025
Subjects:	Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified world datasets along multiple ablation studies match consumer psychology experimental results show interactive modeling effect fusion loss function existing multimedia algorithms deeply integrating product achieve deep fusion existing algorithms interactive information fusion module feature fusion user information three real significant role recommender systems product transactions product search multimodal information method realizes method adds maximum improvement integration method information presentation information must include product goods recommendations extensive experiments different modules different modalities deeper integration activated multi
Tags:	Add Tag No Tags, Be the first to tag this record!

Description
Summary:	<p>The CFMM method diagram comprehensively presents a complete system that builds an adjacency matrix through product text and image features combined with user-item interaction information, uses the Cross-Attention module to achieve deep fusion of multimodal features, and optimizes the model through BPR loss, Fusion loss, Regularization loss and Contrast loss functions, and finally outputs optimized user and item embedding representations to improve the performance of the multimedia recommendation system.</p>

CFMM method.

Similar Items