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A user-orientated approach to provenance capture and representation for in silico experiments, explored within the atmospheric chemistry community

机译:在大气化学界探索了面向用户的种源实验捕获和表示方法

摘要

We present a novel user-orientated approach to provenance capture and representation for in silico experiments, contrasted against the more systems-orientated approaches that have been typical within the e-Science domain. In our approach, we seek to capture the scientist's reasoning in the form of annotations as an experiment evolves, while using the scientist's terminology in the representation of process provenance. Our user-orientated approach is applied in a case study within the atmospheric chemistry domain: we consider the design, development and evaluation of an electronic laboratory notebook, a provenance capture and storage tool, for iterative model development.
机译:我们提出了一种新颖的,以用户为导向的方法,用于计算机模拟实验的来源捕获和表示,这与电子科学领域中较为典型的面向系统的方法形成了鲜明对比。在我们的方法中,我们试图随着实验的发展以注释的形式捕获科学家的推理,同时使用科学家的术语表示过程出处。我们以用户为导向的方法应用于大气化学领域的案例研究:我们考虑设计,开发和评估电子实验室笔记本,物产捕获和存储工具以进行迭代模型开发。

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