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A workflow PROV-corpus based on taverna and wings

Published: 18 March 2013 Publication History

Abstract

We describe a corpus of provenance traces that we have collected by executing 120 real world scientific workflows. The workflows are from two different workflow systems: Taverna [5] and Wings [3], and 12 different application domains (see Figure 1). Table 1 provides a summary of this PROV-corpus.

References

[1]
Khalid Belhajjame, Oscar Corcho, Daniel Garijo, Jun Zhao, Paolo Missier, David Newman, Raul Palma, Sean Bechhofer, Esteban Garcia-Cuesta, Jose-Manuel Gomez-Perez, Graham Klyne, Kevin Page, Marco Roos, Jose Enrique Ruiz, Stian Soiland-Reyes, Lourdes Verdes-Montenegro, David De Roure, and Carole Goble. Workflow-centric research objects: First class citizens in scholarly discourse. In Proceedings of Sepublica2012, pages 1--12, Hersonissos, 2012.
[2]
D. Garijo and Y. Gil. A new approach for publishing workflows: Abstractions, standards, and linked data. In Proceedings of the 6th workshop on Workflows in support of large-scale science, pages 47--56, Seattle, 2011. ACM.
[3]
Y. Gil, V. Ratnakar, J. Kim, et al. Wings: Intelligent workflow-based design of computational experiments. IEEE Intelligent Systems, 26(1):62--72, 2011.
[4]
T. Lebo, S. Sahoo, D. McGuinness, K. Belhajjame, J. Cheney, D. Corsar, D. Garijo, S. Soiland-Reyes, S. Zednik, and J. Zhao. Prov-o: The prov ontology. Technical report, 2012.
[5]
P. Missier, S. Soiland-Reyes, S. Owen, W. Tan, A. Nenadic, I. Dunlop, A. Williams, T. Oinn, and C. Goble. Taverna, reloaded. In M Gertz, T Hey, and B Ludaescher, editors, Procs. SSDBM 2010, Heidelberg, Germany, 2010.

Cited By

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  • (2022)Analysis of ontologies and policy languages to represent information flows in GDPRSemantic Web10.3233/SW-223009(1-35)Online publication date: 7-Jun-2022
  • (2018)LabelFlow Framework for Annotating Workflow ProvenanceInformatics10.3390/informatics50100115:1(11)Online publication date: 23-Feb-2018
  • (2018)Simulated Domain-Specific ProvenanceProvenance and Annotation of Data and Processes10.1007/978-3-319-98379-0_6(71-83)Online publication date: 6-Sep-2018
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Published In

cover image ACM Other conferences
EDBT '13: Proceedings of the Joint EDBT/ICDT 2013 Workshops
March 2013
423 pages
ISBN:9781450315999
DOI:10.1145/2457317

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 March 2013

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EDBT/ICDT '13

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EDBT '13 Paper Acceptance Rate 7 of 10 submissions, 70%;
Overall Acceptance Rate 7 of 10 submissions, 70%

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Cited By

View all
  • (2022)Analysis of ontologies and policy languages to represent information flows in GDPRSemantic Web10.3233/SW-223009(1-35)Online publication date: 7-Jun-2022
  • (2018)LabelFlow Framework for Annotating Workflow ProvenanceInformatics10.3390/informatics50100115:1(11)Online publication date: 23-Feb-2018
  • (2018)Simulated Domain-Specific ProvenanceProvenance and Annotation of Data and Processes10.1007/978-3-319-98379-0_6(71-83)Online publication date: 6-Sep-2018
  • (2017)AI buzzwords explainedAI Matters10.1145/3067682.30676833:1(4-8)Online publication date: 20-Mar-2017
  • (2017)AI buzzwords explainedAI Matters10.1145/3054837.30548393:1(4-8)Online publication date: 25-May-2017
  • (2017)Abstract, link, publish, exploit: An end to end framework for workflow sharingFuture Generation Computer Systems10.1016/j.future.2017.01.00875(271-283)Online publication date: Oct-2017
  • (2016)Modelling Provenance Collection Points and Their Impact on Provenance GraphsProceedings of the 6th International Workshop on Provenance and Annotation of Data and Processes - Volume 967210.5555/3090188.3090203(146-157)Online publication date: 7-Jun-2016
  • (2016)Modelling Provenance Collection Points and Their Impact on Provenance GraphsProvenance and Annotation of Data and Processes10.1007/978-3-319-40593-3_12(146-157)Online publication date: 4-Jun-2016
  • (2014)Engineering Choices for Open World ProvenanceRevised Selected Papers of the 5th International Provenance and Annotation Workshop on Provenance and Annotation of Data and Processes - Volume 862810.1007/978-3-319-16462-5_25(242-253)Online publication date: 9-Jun-2014

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