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Similarity-based analyses on software applications: A systematic literature review
Journal of Systems and Software ( IF 3.7 ) Pub Date : 2020-10-01 , DOI: 10.1016/j.jss.2020.110669
Maximilian Auch , Manuel Weber , Peter Mandl , Christian Wolff

Abstract In empirical studies on processes, practices, and techniques of software engineering, automation and machine learning are gaining popularity. In order to extract knowledge from existing software projects, a sort of similarity analysis is often performed using different methodologies, data and metadata. This systematic literature review focuses therefore on existing approaches of similarity-, categorization- and relevance-based analysis on software applications. In total, 136 relevant publications and patents were identified between 2002 and 2019 according to the established inclusion and exclusion criteria, which perform a calculation of software similarity in general or to support certain software engineering phases.

中文翻译:

基于相似性的软件应用分析:系统文献综述

摘要 在软件工程的过程、实践和技术的实证研究中,自动化和机器学习越来越受欢迎。为了从现有软件项目中提取知识,通常使用不同的方法、数据和元数据进行一种相似性分析。因此,本系统的文献综述侧重于对软件应用程序进行基于相似性、分类和相关性分析的现有方法。根据既定的纳入和排除标准,在 2002 年至 2019 年期间总共确定了 136 项相关出版物和专利,这些标准执行一般软件相似性计算或支持某些软件工程阶段。
更新日期:2020-10-01
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