Standard
Data lineage model for Taverna workflows with lightweight annotation requirements. / Missier, Paolo; Belhajjame, Khalid; Zhao, Jun et al.
Provenance and annotation of data and processes: Second International Provenance and Annotation Workshop, IPAW 2008, Salt Lake City, UT, USA, June 17-18, 2008. Revised Selected Papers. ed. / Juliana Freire; David Koop; Luc Moreau. Berlin: Springer, 2008. p. 17-30 (Lecture Notes in Computer Science; Vol. 5272).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Harvard
Missier, P, Belhajjame, K, Zhao, J, Roos, M & Goble, C 2008,
Data lineage model for Taverna workflows with lightweight annotation requirements. in J Freire, D Koop & L Moreau (eds),
Provenance and annotation of data and processes: Second International Provenance and Annotation Workshop, IPAW 2008, Salt Lake City, UT, USA, June 17-18, 2008. Revised Selected Papers. Lecture Notes in Computer Science, vol. 5272, Springer, Berlin, pp. 17-30.
https://doi.org/10.1007/978-3-540-89965-5_4APA
Missier, P., Belhajjame, K., Zhao, J., Roos, M., & Goble, C. (2008).
Data lineage model for Taverna workflows with lightweight annotation requirements. In J. Freire, D. Koop, & L. Moreau (Eds.),
Provenance and annotation of data and processes: Second International Provenance and Annotation Workshop, IPAW 2008, Salt Lake City, UT, USA, June 17-18, 2008. Revised Selected Papers (pp. 17-30). (Lecture Notes in Computer Science; Vol. 5272). Springer.
https://doi.org/10.1007/978-3-540-89965-5_4Vancouver
Missier P, Belhajjame K, Zhao J, Roos M, Goble C.
Data lineage model for Taverna workflows with lightweight annotation requirements. In Freire J, Koop D, Moreau L, editors, Provenance and annotation of data and processes: Second International Provenance and Annotation Workshop, IPAW 2008, Salt Lake City, UT, USA, June 17-18, 2008. Revised Selected Papers. Berlin: Springer. 2008. p. 17-30. (Lecture Notes in Computer Science). doi: 10.1007/978-3-540-89965-5_4
Author
Missier, Paolo ; Belhajjame, Khalid ; Zhao, Jun et al. /
Data lineage model for Taverna workflows with lightweight annotation requirements. Provenance and annotation of data and processes: Second International Provenance and Annotation Workshop, IPAW 2008, Salt Lake City, UT, USA, June 17-18, 2008. Revised Selected Papers. editor / Juliana Freire ; David Koop ; Luc Moreau. Berlin : Springer, 2008. pp. 17-30 (Lecture Notes in Computer Science).
Bibtex
@inproceedings{a480cd8625404f1fa381e631f10b04a5,
title = "Data lineage model for Taverna workflows with lightweight annotation requirements",
abstract = "The provenance, or lineage, of a workflow data product can be reconstructed by keeping a complete trace of workflow execution. This lineage information, however, is likely to be both imprecise, because of the black-box nature of the services that compose the workflow, and noisy, because of the many trivial data transformations that obscure the intended purpose of the workflow. In this paper we argue that these shortcomings can be alleviated by introducing a small set of optional lightweight annotations to the workflow, in a principled way. We begin by presenting a baseline, annotation-free lineage model for the Taverna workflow system, and then show how the proposed annotations improve the results of fundamental lineage queries.",
author = "Paolo Missier and Khalid Belhajjame and Jun Zhao and Marco Roos and Carole Goble",
year = "2008",
doi = "10.1007/978-3-540-89965-5_4",
language = "English",
isbn = "9783540899648",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "17--30",
editor = "Juliana Freire and David Koop and Luc Moreau",
booktitle = "Provenance and annotation of data and processes",
}
RIS
TY - GEN
T1 - Data lineage model for Taverna workflows with lightweight annotation requirements
AU - Missier, Paolo
AU - Belhajjame, Khalid
AU - Zhao, Jun
AU - Roos, Marco
AU - Goble, Carole
PY - 2008
Y1 - 2008
N2 - The provenance, or lineage, of a workflow data product can be reconstructed by keeping a complete trace of workflow execution. This lineage information, however, is likely to be both imprecise, because of the black-box nature of the services that compose the workflow, and noisy, because of the many trivial data transformations that obscure the intended purpose of the workflow. In this paper we argue that these shortcomings can be alleviated by introducing a small set of optional lightweight annotations to the workflow, in a principled way. We begin by presenting a baseline, annotation-free lineage model for the Taverna workflow system, and then show how the proposed annotations improve the results of fundamental lineage queries.
AB - The provenance, or lineage, of a workflow data product can be reconstructed by keeping a complete trace of workflow execution. This lineage information, however, is likely to be both imprecise, because of the black-box nature of the services that compose the workflow, and noisy, because of the many trivial data transformations that obscure the intended purpose of the workflow. In this paper we argue that these shortcomings can be alleviated by introducing a small set of optional lightweight annotations to the workflow, in a principled way. We begin by presenting a baseline, annotation-free lineage model for the Taverna workflow system, and then show how the proposed annotations improve the results of fundamental lineage queries.
U2 - 10.1007/978-3-540-89965-5_4
DO - 10.1007/978-3-540-89965-5_4
M3 - Conference contribution/Paper
SN - 9783540899648
T3 - Lecture Notes in Computer Science
SP - 17
EP - 30
BT - Provenance and annotation of data and processes
A2 - Freire, Juliana
A2 - Koop, David
A2 - Moreau, Luc
PB - Springer
CY - Berlin
ER -
