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Metadata and provenance management
Citation
Deelman, E. and Berriman, B. and Chervenak, A. and Corcho, Oscar and Groth, P. and Moreau, L. (2009). Metadata and provenance management. In: "Scientific Data Management: Challenges, Existing Technology, and Deployment". CRC Press, Taylor and Francis Group, Florida, USA, pp. 433-466. ISBN 978-1-4200-6980-8.
Description
| Title: | Metadata and provenance management |
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| Author/s: |
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| Editor/s: |
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| Item Type: | Book Section |
| Title of Book: | Scientific Data Management: Challenges, Existing Technology, and Deployment |
| Título de Revista/Publicación: | CoRR |
| Date: | December 2009 |
| ISBN: | 978-1-4200-6980-8 |
| Subjects: | |
| Freetext Keywords: | oeg |
| Faculty: | Facultad de Informática (UPM) |
| Department: | Inteligencia Artificial |
| UPM's Research Group: | Ontology Engineering Group – OEG |
| Creative Commons Licenses: | None |
Abstract
Scientists today collect, analyze, and generate TeraBytes and PetaBytes of data. These data are often shared and further processed and analyzed among collaborators. In order to facilitate sharing and data interpretations, data need to carry with it metadata about how the data was collected or generated, and provenance information about how the data was processed. This chapter describes metadata and provenance in the context of the data lifecycle. It also gives an overview of the approaches to metadata and provenance management, followed by examples of how applications use metadata and provenance in their scientific processes.
More information
| Item ID: | 3989 |
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| DC Identifier: | https://oa.upm.es/3989/ |
| OAI Identifier: | oai:oa.upm.es:3989 |
| Official URL: | http://www.crcpress.com/ |
| Deposited by: | Dr Oscar Corcho |
| Deposited on: | 13 Jan 2011 12:33 |
| Last Modified: | 20 Apr 2016 13:23 |
