不断加快研究

Earl T. Barr, Jonathan Bell, Michael C Hilton, Sergey Mechtaev, C. Timperley
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引用次数: 0

摘要

科学正面临着软件可再现性危机。软件为实验提供了动力,激发了洞察力,产生了新的科学贡献。然而,研究软件通常很难让其他研究人员重复运行。除了复制之外,真正可重复使用的研究软件将允许其他研究人员轻松地建立和扩展先前的工作,从而加快科学的发展。作为软件工程研究人员,我们相信创建工具和过程是我们的责任,这些工具和过程将可再现性、可重用性和可扩展性灌输到研究软件中。这篇论文概述了一个社区基础设施的愿景,它将为开发研究软件的科学家带来持续集成的好处。为了说服研究人员采用这种基础设施,我们将通过使他们更容易开发和评估研究原型来吸引他们的自身利益。构建更好的研究软件是一个复杂的社会技术问题,需要利益相关者联合起来为软件工程社区和更大的科学社区解决这个问题。这份愿景文件概述了实现一个世界的议程,在这个世界中,研究软件的可再现性和可重用性障碍被解除,不断加速研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Continuously Accelerating Research
Science is facing a software reproducibility crisis. Software powers experimentation, and fuels insights, yielding new scientific contributions. Yet, the research software is often difficult for other researchers to reproducibly run. Beyond reproduction, research software that is truly reusable will speed science by allowing other researchers to easily build upon and extend prior work. As software engineering researchers, we believe that it is our duty to create tools and processes that instill reproducibility, reusability, and extensibility into research software. This paper outlines a vision for a community infrastructure that will bring the benefits of continuous integration to scientists developing research software. To persuade researchers to adopt this infrastructure, we will appeal to their self-interest by making it easier for them to develop and evaluate research prototypes. Building better research software is a complex socio-technical problem that requires stakeholders to join forces to solve this problem for the software engineering community, and the greater scientific community. This vision paper outlines an agenda for realizing a world where the reproducibility and reusability barriers in research software are lifted, continuously accelerating research.
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