The Practice of Archiving Model Code of Agent-Based Models
The Practice of Archiving Model Code of Agent-Based Models
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DOI：
10.18564/jasss.3317
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发表时间：
2017-01-31
影响因子：
4.2
通讯作者：
Janssen, Marco A.
中科院分区：
文献类型：
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作者：
Janssen, Marco A.
为了评估对计算科学可重复性的担忧，我们回顾了 1990 年至 2014 年间发表的 2367 篇关于基于代理的模型的期刊文章，并记录了源代码的公开可用性。提供模型代码的出版物比例约为 10%。据报道依赖公共资助的出版物的百分比相似。期刊之间在模型代码和所用软件的公开可用性方面存在很大差异。这表明，围绕共享代码的不同社会规范和实际便利性可能解释了科学界不同部门之间的一些差异。
To evaluate the concern over the reproducibility of computational science, we reviewed 2367 journal articles on agent-based models published between 1990 and 2014 and documented the public availability of source code. The percentage of publications that make the model code available is about 10%. The percentages are similar for publications that are reportedly dependent on public funding. There are big differences among journals in the public availability of model code and software used. This suggests that the varying social norms and practical convenience around sharing code may explain some of the differences among different sectors of the scientific community.