Agile Development Methodologies and Natural Language Processing: A Mapping Review

Author:

Quintana Manuel A.ORCID,Palacio Ramón R.ORCID,Soto Gilberto BorregoORCID,González-López SamuelORCID

Abstract

Agile software development is one of the most important development paradigms these days. However, there are still some challenges to consider to reduce problems during the documentation process. Some assistive methods have been created to support developers in their documentation activities. In this regard, Natural Language Processing (NLP) can be used to create various related tools (such as assistants) to help with the documentation process. This paper presents the current state-of-the-art NLP techniques used in the agile development documentation process. A mapping review was done to complete the objective, the search strategy is used to obtain relevant studies from ScienceDirect, IEEE Xplore, ACM Digital Library, SpringerLink, and Willey. The search results after inclusion and exclusion criteria application left 47 relevant papers identified. These papers were analyzed to obtain the most used NLP techniques and NLP toolkits. The toolkits were also classified by the kind of techniques that are available in each of them. In addition, the behavior of the research area over time was analyzed using the relevant paper found by year. We found that performance measuring methods are not standardized, and, in consequence, the works are not easily comparable. In general, the number of related works and its distribution per year shows a growing trend of the works related to this topic in recent years; this indicates that the adoption of NLP techniques to improve agile methodologies is increasing.

Funder

Programa de Fortalecimiento a la Investigación 2022

Publisher

MDPI AG

Subject

Computer Networks and Communications,Human-Computer Interaction

Reference57 articles.

1. Agile software development: The business of innovation;Highsmith;Computer,2001

2. Manifesto for agile software development twelve principles of agile software;Beck;Zugriff,2001

3. Ken, S., and Beedle, M. (2002). Agile Software Development with Scrum, Prentice Hall.

4. Collins-Cope, M., Stephens, M., and Rosenberg, D. (2005). Agile Development with the ICONIX Process: People, Process and Pragmatism, Springer.

5. Ambler, S.W. (2005). The Elements of UML(TM) 2.0 Style, Cambridge University Press.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3