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Towards dimensions and granularity in a unified workflow and data provenance framework

Towards dimensions and granularity in a unified workflow and data provenance framework

来源:Arxiv_logoArxiv
英文摘要

Provenance information are essential for the traceability of scientific studies or experiments and thus crucial for ensuring the credibility and reproducibility of research findings. This paper discusses a comprehensive provenance framework combining the two types 1. workflow provenance, and 2. data provenance as well as their dimensions and granularity, which enables the answering of W7+1 provenance questions. We demonstrate the applicability by employing a biomedical research use case, that can be easily transferred into other scientific fields. An integration of these concepts into a unified framework enables credibility and reproducibility of the research findings.

Tanja Auge、Sascha Genehr、Meike Klettke and、Frank Krüger、Max Schr?der

生物科学研究方法、生物科学研究技术

Tanja Auge,Sascha Genehr,Meike Klettke and,Frank Krüger,Max Schr?der.Towards dimensions and granularity in a unified workflow and data provenance framework[EB/OL].(2025-04-15)[2025-05-01].https://arxiv.org/abs/2504.11278.点此复制

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