[Presentation] Topic recommendation for software repositories using multi-label classification algorithms

[Zzzzzhuzhiwei]

Title

Topic recommendation for software repositories using multi-label classification algorithms

Link

https://doi.org/10.48550/arXiv.2010.09116

Year

2021

Author and affiliation

Maliheh Izadi1 · Abbas Heydarnoori1 · Georgios Gousios2

Conference or Journal

Empirical Software Engineering (2021)

Rank

B

Keywords

Topic tag recommendation · Multi-label classification · Recommender systems · Mining software repositories · GitHub

Selecting Reason

No response

Supplementary

No response

[will-ww]

根据上周的分享，有个启发，就是可以构建一个由“Repo-Topic（仓库-主题）”关联的异质网络，这样进行降维处理的时候，可以形成两种网络：

• 仓库网络：保留仓库节点，边的含义为共 Topic 关系
• 主题网络：保留主题节点，边的含义为共 Repo 关系

然后可以探索下这两个网络的含义，及其上面有价值的任务~ @Zzzzzhuzhiwei