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A survey on provenance: What for? What form? What from? · Study

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ArticleA survey on provenance: What for? What form? What from?

Melanie Herschel2017

Article2017

A survey on provenance: What for? What form? What from?

Melanie Herschel · Ralf Diestelkämper · Houssem Ben Lahmar

298 citations·0/0 files stored·The VLDB Journal

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Scientific Computing and Data Management Advanced Database Systems and Queries Distributed systems and fault tolerance

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References

1996Beyond Accuracy: What Data Quality Means to Data Consumers 2010Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences 2004Taverna: a tool for the composition and enactment of bioinformatics workflows 2005A survey of data provenance in e-science 2010The Open Provenance Model core specification (v1.1)2005Taverna: lessons in creating a workflow environment for the life sciences 2008Provenance for Computational Tasks: A Survey 2006VisTrails

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2019FAIR Computational Workflows 2018The fallacy of inscrutability 2019This Thing Called Fairness 2018Decision Provenance: Harnessing Data Flow for Accountable Systems 2019Sharing interoperable workflow provenance: A review of best practices and their practical application in CWLProv 2020Responsible data management

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2018Provenance Analytics for Workflow-Based Computational Experimentsarticle · 6 shared references 2018Provenance Inference Techniques: Taxonomy, comparative analysis and design challengesarticle · 6 shared references 2018Reproducibility in Scientific Computingarticle · 5 shared references 2017Scientific workflows: Past, present and futureeditorial · 5 shared references 2009Scientific Process Automation and Workflow Managementchapter · 5 shared references 2018A systematic review of provenance systemsreview · 5 shared references

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Year2017

Typearticle

Published2017-10-16

VenueThe VLDB Journal

ISSN-L0949-877X

Languageen

Citations298

Files0 public / 0

ShelfScientific Computing and Data Management

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doi10.1007/s00778-017-0486-1

openalex_workW2766945679

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2021

Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems

2019Transparency, Fairness, Data Protection, Neutrality