Multi-level User Interest and Multi-intent Fusion for Next Basket Recommendation

Multi-level User Interest and Multi-intent Fusion for Next Basket Recommendation

Next basket recommendation aims to recommend the next basket of items that users may be interested in based on the basket sequence of user historical interactions. The existing next-basket recommendation algorithms fail to adequately disentangle multi-intents within baskets and consider user interes...

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Bibliographic Details
Main Author: WEI Chuyuan, YUAN Baojie, WANG Changdong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-03-01
Series:Jisuanji kexue yu tansuo
Subjects:
next basket recommendation; graph disentangled network; multi-intent learning; contrastive learning; multi-head attention mechanism
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2404003.pdf
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