Making Computations and Publications Reproducible with VisTrails

Making Computations and Publications Reproducible with VisTrails
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DOI:
10.1109/mcse.2012.76
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发表时间:
2012-07-01
影响因子:
2.1
通讯作者:
Silva, Claudio T.
Silva, Claudio T.
中科院分区:
计算机科学4区
文献类型:
--
作者:
Freire, Juliana;Silva, Claudio T.

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VisTrails系统支持创建可重复的实验。VisTrails将数据采集、推导、分析和可视化集成为整个科学探索过程中的可执行组件,并通过系统的来源捕获,更容易生成和共享可重现的结果。使用VisTrails,作者可以将结果与其出处联系起来,评论者可以评估实验的有效性,读者可以重复和利用计算。
The VisTrails system supports the creation of reproducible experiments. VisTrails integrates data acquisition, derivation, analysis, and visualization as executable components throughout the scientific exploration process, and through systematic provenance capture, it makes it easier to generate and share reproducible results. Using VisTrails, authors can link results to their provenance, reviewers can assess the experiment's validity, and readers can repeat and utilize the computations.