典型文献
ForkXplorer:an approach of fork summary generation
文献摘要：
Pull-based development has become an important paradigm for distributed software development.In this model,each developer independently works on a copied repository(i.e.,a fork)from the central repository.It is essential for developers to maintain awareness of the state of other forks to improve collaboration efficiency.In this paper,we propose a method to automatically generate a summary of a fork.We first use the random forest method to generate the label of a fork,i.e.,feature implementation or a bug fix.Based on the informa-tion of the fork-related commits,we then use the TextRank algorithm to generate detailed activity information of the fork.Finally,we apply a set of rules to integrate all related infor-mation to construct a complete fork summary.To validate the effectiveness of our method,we conduct 30 groups of manual experiment and 77 groups of case studies on Github.We propose Feaavg to evaluate the performance of the generated fork summary,considering the content accuracy,content integrity,sentence fluency,and label extraction accuracy.The results show that the average of Feaavg of the fork summary generated by this method is 0.672.More than 63％of project maintainers and the contributors believe that the fork summary can improve development efficiency.
文献关键词：
中图分类号：
作者姓名：
Zhang ZHANG;Xinjun MAO;Chao ZHANG;Yao LU
作者机构：
Key Laboratory of Software Engineering for Complex Systems,College of Computer,National University of Defense Technology,Changsha 410073,China
文献出处：
引用格式：
[1]Zhang ZHANG;Xinjun MAO;Chao ZHANG;Yao LU-.ForkXplorer:an approach of fork summary generation)[J].计算机科学前沿,2022(02):1-15
A类：
ForkXplorer,forks,commits,Feaavg,maintainers
B类：
approach,summary,generation,Pull,development,has,become,important,paradigm,distributed,software,In,this,model,each,independently,works,copied,repository,from,central,It,essential,developers,awareness,state,other,improve,collaboration,efficiency,paper,we,propose,method,automatically,We,first,use,random,forest,label,feature,implementation,bug,fix,Based,related,then,TextRank,algorithm,detailed,activity,information,Finally,apply,set,rules,integrate,construct,complete,To,validate,effectiveness,our,conduct,groups,manual,experiment,case,studies,Github,evaluate,performance,generated,considering,content,accuracy,integrity,sentence,fluency,extraction,results,show,that,average,by,More,than,project,contributors,believe,can
AB值：
0.497673
相似文献
机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
