arXiv Open Access 2025

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

Tanja Auge Sascha Genehr Meike Klettke and Frank Krüger Max Schröder

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Abstrak

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.

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Penulis (5)

Tanja Auge

Sascha Genehr

Meike Klettke and

Frank Krüger

Max Schröder

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Auge, T., Genehr, S., and, M.K., Krüger, F., Schröder, M. (2025). Towards dimensions and granularity in a unified workflow and data provenance framework. https://arxiv.org/abs/2504.11278

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Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓