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DiffSBR: A diffusion model for session-based recommendation

delete2025-07-25
delete0
PRE
AI
金
金博 (Bo Jin) *
DOI：10.1016/j.ipm.2025.104284delete
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摘要

摘要

En 中文
• 本研究解决了SBR中的同质和异质偏好问题。 • 结合Transformer和高阶图卷积进行局部和全局建模。 • 聚类感知扩散模型有效将偏好表示为分布。 • 实验结果表明DiffSBR具有卓越的推荐性能。
Keyword:
Session-based recommendation
Diffusion model
Graph neural network
User preference modeling

期刊

I
Information Processing and Management
IF:
6.9
论文数:
5.2K
被引数:
1.4W

机构

D
Dalian University of Technology
学者数:
6.0W
论文数: 4.4W
被引数: 5.5W
引用论文

引用论文

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