Skip to content

DUMN:Deep User Match Network for Click-Through Rate Prediction 模型复现参考

Notifications You must be signed in to change notification settings

hrwleo/DUMN-alibaba

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DUMN:Deep User Match Network for Click Through Rate Prediction

花了几天时间复现了一下阿里的一篇论文:https://dl.acm.org/doi/abs/10.1145/3404835.3463078

文章为SIGIR21的一篇短文,主要考虑的是通常我们在做ctr等预估的时候只考虑item之间的关系,比如用户的历史点击序列和目标item之间的关系, 从而反映用户的兴趣。但是忽略了用户之间的关系,本文主要就是构建了user-to-user的模块DUMN来做用户匹配。

数据和特征可以换成自己的,代码中在这部分都做了删减

About

DUMN:Deep User Match Network for Click-Through Rate Prediction 模型复现参考

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages