软件工程中经验研究的复制:系统映射研究的更新

Roberta M. M. Bezerra, F. Silva, A. M. Santana, C. Magalhães, Ronnie E. S. Santos
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引用次数: 27

摘要

背景:当前的实证研究强调对实证研究的重复性的需求,因为重复性在科学知识的构建中起着重要作用。目的:考虑到复制在巩固软件工程研究中产生的知识中的重要性,本研究旨在更新和扩展先前的映射研究中产生的结果,试图讨论2011年至2012年期间在软件工程研究中进行的实证研究的复制工作的现状。方法:采用系统综述的方法对已发表的论文进行检索和筛选,对报道的重复进行数据提取和综合。结果:本研究分析了7000多篇文章,从中选取了2011年至2012年发表重复的39篇文章。从这些研究中提取的数据用于更新软件工程中有关复制工作的信息。结论:与以往的作图研究相比,这一时期的重复次数明显增加。特别是,与内部复制相比,外部复制的百分比也有所增加。然而,在这组新的重复实验中,仍然观察到在以前的制图研究中发现的其他几个限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Replication of Empirical Studies in Software Engineering: An Update of a Systematic Mapping Study
Context: Current empirical research highlight the need for replications of empirical studies because replications plays an important role in the construction of scientific knowledge. Objective: Considering the importance of replications in the consolidation of the knowledge produced in the software engineering research, this study aims to update and extend the results produced in a previous mapping study seeking to discuss the current state of the replication work of empirical studies performed in software engineering research between 2011 and 2012. Method: We applied the systematic review method to search and select published papers, to extract, and synthesize data from reported replications. Results: This study analyzed more than 7,000 articles, from which 39 articles that published replications between 2011 and 2012 were selected. Data extracted from these studies were used to update the information about the replications work in software engineering. Conclusion: The number of replications increased significantly in the period, when compared to the previous mapping study. In particular, the percentage of external replications also increased, with respect to internal ones. However, several other limitations identified in the previous mapping studies are still observed in this new set of replications.
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