BriefGPT.xyz
Apr, 2021
面向微视频推荐的多兴趣高阶交互建模
Modeling High-order Interactions across Multi-interests for Micro-video Reommendation
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Dong Yao, Shengyu Zhang, Zhou Zhao, Wenyan Fan, Jieming Zhu...
TL;DR
提出了一种自我上下文关注模块来增强用户的兴趣表示，首先使用共同关注来对不同级别之间的相关模式进行建模，然后利用自我关注对特定级别内的相关模式进行建模。实验证明，该模块是有用的。
Abstract
personalized recommendation system
has become pervasive in various video platform. Many effective methods have been proposed, but most of them didn't capture the user's
multi-level interest trait
and dependencies
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