软件工程中利用滚雪球技术支持大规模文献检索的半自动映射技术

Elizabeth Suescún-Monsalve, Julio-Cesar Sampaio-do-Prado-Leite, C. Pardo-Calvache
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引用次数: 0

摘要

系统文献综述是循证软件工程的一种重要方法。为了确定这类研究的方法论路线,研究人员对主要研究的定量和定性方面进行了回顾,以总结有关特定主题的现有信息,研究人员使用协议来指导从研究问题中构建知识。本文采用正向滚雪球的方法,识别研究论文中被引的文章和被引次数作为纳入标准,以补充系统文献综述。一个依赖于软件工具的过程被设计用来应用滚雪球策略,并确定被引用最多的作品和那些引用它们的人。为了验证这一过程,我们使用了文献中的一篇综述。在比较结果后,出现了未被考虑但对研究主题有贡献的新作品。引文索引表示一篇出版物在其他文献中被引用的次数,是一种分析、测量或定量评估该出版物对科学界影响的机制。本研究表明,在给定引用率的情况下,如何应用滚雪球和其他策略使可能与调查相关的作品出现。也就是说,实施这一建议将允许通过新证明的作品更新或扩展系统的文献研究。
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Semi-Automatic Mapping Technique Using Snowballing to Support Massive Literature Searches in Software Engineering
Systematic literature reviews represent an important methodology in Evidence-Based Software Engineering. To define the methodological route in these type of studies, in which a review of quantitative and qualitative aspects of primary studies is carried out to summarize the existing information regarding a particular topic, researchers use protocols that guide the construction of knowledge from research questions. This article presents a process that uses forward Snowballing, which identifies the articles cited in the paper under study and the number of citations as inclusion criteria to complement systematic literature reviews. A process that relies on software tools was designed to apply the Snowballing strategy and to identify the most cited works and those who cite them. To validate the process, a review identified in the literature was used. After comparing the results, new works that were not taken into account but made contributions to the subject of study emerged. The citation index represents the number of times a publication has been referenced in other documents and is used as a mechanism to analyze, measure, or quantitatively assess the impact of said publication on the scientific community. The present study showed how applying Snowballing along with other strategies enables the emergence of works that may be relevant for an investigation given the citations rate. That is, implementing this proposal will allow updating or expanding systematic literature studies through the new works evidenced.
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