经验软件工程有未来吗?

V. Basili
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引用次数: 12

摘要

这次演讲提供了一个关于经验软件工程发展的个人观点。这种演变包括了研究的焦点,例如,从试图证明各种过程的有效性到围绕一个领域或一组过程构建知识。研究设计已经从严格的定量研究转变为各种形式的控制实验、准实验、预实验设计、案例研究、实地研究和焦点小组活动。人们已经认识到上下文变量和领域在解释研究结果中的重要性和影响。元分析的问题变得越来越重要,但仍然是一个难以捉摸的目标。一个经验主义者的社区已经发展起来,允许研究的复制,从而识别上下文变量。但是,对于构建知识体系的正确方法或一套“受欢迎的”方法,仍然不存在一个社区共识。当我们审查论文时,我们会争论什么是合适的证据。我们挣扎于实验复制的概念。我们不知道如何将一项实证研究分解成足够重要的小块,以便在各种标准论坛上发表。我们还没有说服软件工程社区,经验研究是该领域必要的,甚至是有价值的研究范式。还有其他问题吗?如何解决这些问题?实证研究的未来会怎样?本次演讲将讨论这些问题,并提出一条通向成熟的经验软件工程学科的可能路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Is there a future for empirical software engineering?
This talk provides a personal perspective on the evolution of empirical software engineering. The evolution has included the focus of the studies, e.g., from attempting to demonstrate the effectiveness of various processes to the building of knowledge around a domain or a set of processes. The study designs have changed from strictly quantitative studies to all forms of controlled experiments, quasi-experiments, preexperimental designs, case studies, field studies, and focus group activities. There has been recognition of the importance and influence of context variables and the domain in interpreting the results of studies. The issue of meta-analysis has become more important and is still an elusive goal. A community of empiricists has evolved that allows for the replication of studies leading to the identification of context variables.But there still does not exist a community consensus on the right ways to build bodies of knowledge or a "blessed" set of approaches. We argue over what is appropriate evidence when we review papers. We struggle with the concept of experimental replication. We do not know how to break an empirical study into significant small enough chunks for publication in the various standard forums. We have not convinced the software engineering community that empirical study is a necessary or even valuable research paradigm for the field.What other problems that remain? How can they be solved? What will the future hold for empirical study? This talk will address these issues and propose a possible path towards a mature empirical software engineering discipline.
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