Automatically deciding on the integration of commits based on their descriptions
Automated Software Engineering(2021)
摘要
BSTRACTContinuous Integration is a critical problem for software maintenance in global projects, compromising companies' performance, which tends to accumulate a high-resolution time due to the approval process, conflict resolution, tests, and validations. The process of the validation involves the commit description interpretation and can be automated by NLP-mechanisms. This paper presents an intelligent NLP-based approach to evaluate whether the commits can be integrated into a certain software release based only on their descriptions. Our experiments showed an accuracy of 92.9%.
更多查看译文
关键词
Commit classification, continuous integration evaluation, global industry, natural language processing, software maintenance, software release
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要