Documenting and Exchanging Simulation Specifications: A Language-Agnostic Approach

IF 3 2区 社会学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Alan G. Isaac
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引用次数: 0

Abstract

Simulation experiments have increased their influence on social science, creating a need for documentation tools and practices that facilitate replicability. Two crucial components common to many simulation experiments require particularly detailed documentation: the baseline parameterization, and the experimental designs. This paper explores the adaptability to these needs of a recent but already popular file format. It demonstrates how to produce easily human-readable documentation of baseline parameterizations that also supports automated, programming-language agnostic information exchange. This format is additionally useful for documenting certain experimental designs.
记录和交换仿真规范:与语言无关的方法
模拟实验对社会科学的影响越来越大,因此需要有便于复制的记录工具和实践。许多模拟实验都有两个关键部分需要特别详细的文档记录:基线参数化和实验设计。本文探讨了最近流行的文件格式对这些需求的适应性。它演示了如何制作易于人类阅读的基线参数化文档,同时支持自动的、与编程语言无关的信息交换。此外,这种格式还可用于记录某些实验设计。
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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来源期刊
Social Science Computer Review
Social Science Computer Review 社会科学-计算机:跨学科应用
CiteScore
9.00
自引率
4.90%
发文量
95
审稿时长
>12 weeks
期刊介绍: Unique Scope Social Science Computer Review is an interdisciplinary journal covering social science instructional and research applications of computing, as well as societal impacts of informational technology. Topics included: artificial intelligence, business, computational social science theory, computer-assisted survey research, computer-based qualitative analysis, computer simulation, economic modeling, electronic modeling, electronic publishing, geographic information systems, instrumentation and research tools, public administration, social impacts of computing and telecommunications, software evaluation, world-wide web resources for social scientists. Interdisciplinary Nature Because the Uses and impacts of computing are interdisciplinary, so is Social Science Computer Review. The journal is of direct relevance to scholars and scientists in a wide variety of disciplines. In its pages you''ll find work in the following areas: sociology, anthropology, political science, economics, psychology, computer literacy, computer applications, and methodology.
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