ACM SIGCOMM 2017再现性研讨会的想法和建议

D. Saucez, L. Iannone
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引用次数: 10

摘要

确保结果的可重复性是实验科学的重要组成部分,包括计算机网络。不幸的是,正如最近所强调的那样,很大一部分研究结果很难(如果根本不能)重现,这使得人们对世界各地开展的研究缺乏信心。近年来,作为ACM SIGCOMM社区成员开展的研究的重要组成部分,人们越来越意识到结果的可重复性。为了解决这个重要的问题,ACM引入了一个关于结果和工件审查和标记的新政策。该政策定义了用于评估结果和工件的术语,但没有指定审查过程或如何使研究可重复。在SIGCOMM'17期间,组织了一个专门用于解决这一问题的边讲习班。其目标是引发讨论和活动,以便就如何引入激励作者共享他们的工件,以及如何使用它们的细节,以及定义要使用的过程提出建议。这篇社论概述了研讨会的活动,并总结了主要的讨论和成果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thoughts and Recommendations from the ACM SIGCOMM 2017 Reproducibility Workshop
Ensuring the reproducibility of results is an essential part of experimental sciences, including computer networking. Unfortunately, as highlighted recently, a large portion of research results are hardly, if not at all, reproducible, raising reasonable lack of conviction on the research carried out around the world. Recent years have shown an increasing awareness about reproducibility of results as an essential part of research carried out by members of the ACM SIGCOMM community. To address this important issue, ACM has introduced a new policy on results and artifacts review and badging. The policy defines the terminology to be used to assess results and artifacts but does not specify the review process or how to make research reproducible. During SIGCOMM'17 a side workshop has been organized with the specific purpose to tackle this issue. The objective being to trigger discussion and activity in order to craft recommendations on how to introduce incentives for authors to share their artifacts, and the details on how to use them, as well as defining the process to be used. This editorial overviews the workshop activity and summarizes the main discussions and outcomes.
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