BriefGPT.xyz
Aug, 2023
IDVT:面向社交推荐的兴趣感知去噪和视图引导调优
IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation
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Dezhao Yang, Jianghong Ma, Shanshan Feng, Haijun Zhang, Zhao Zhang
TL;DR
提出了一种创新的IDVT方法,该方法有效地去除社交连接中的噪音,并通过对用户表示进行对比学习,在全局视角中优化模型的鲁棒性。实证评估结果表明,IDVT方法优于现有的社交推荐方法。
Abstract
In the information age,
recommendation systems
are vital for efficiently filtering information and identifying user preferences. Online
social platforms
have enriched these systems by providing valuable auxiliary
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