Sharing Research Models: Using Software Engineering Practices for Facilitation.

Stephanie P Bryant, Eric Solano, Susanna Cantor, Philip C Cooley, Diane K Wagener
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引用次数: 2

Abstract

Increasingly, researchers are turning to computational models to understand the interplay of important variables on systems' behaviors. Although researchers may develop models that meet the needs of their investigation, application limitations-such as nonintuitive user interface features and data input specifications-may limit the sharing of these tools with other research groups. By removing these barriers, other research groups that perform related work can leverage these work products to expedite their own investigations. The use of software engineering practices can enable managed application production and shared research artifacts among multiple research groups by promoting consistent models, reducing redundant effort, encouraging rigorous peer review, and facilitating research collaborations that are supported by a common toolset. This report discusses three established software engineering practices- the iterative software development process, object-oriented methodology, and Unified Modeling Language-and the applicability of these practices to computational model development. Our efforts to modify the MIDAS TranStat application to make it more user-friendly are presented as an example of how computational models that are based on research and developed using software engineering practices can benefit a broader audience of researchers.

共享研究模型:使用软件工程实践促进。
越来越多的研究人员转向计算模型来理解系统行为中重要变量的相互作用。虽然研究人员可以开发模型,以满足他们的调查需要,应用程序的限制,如非直观的用户界面功能和数据输入规范,可能会限制这些工具与其他研究小组的共享。通过消除这些障碍,执行相关工作的其他研究小组可以利用这些工作产品来加快他们自己的调查。软件工程实践的使用可以通过促进一致的模型、减少冗余的工作、鼓励严格的同行评审,以及促进由公共工具集支持的研究协作,在多个研究小组之间实现可管理的应用程序生产和共享的研究工件。本报告讨论了三种已建立的软件工程实践——迭代软件开发过程、面向对象的方法和统一建模语言——以及这些实践在计算模型开发中的适用性。我们修改MIDAS TranStat应用程序以使其更加用户友好的努力,作为一个基于研究和使用软件工程实践开发的计算模型如何使更广泛的研究人员受益的例子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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