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LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance

dc.contributor.authorAlper, Pinar*
dc.contributor.authorBelhajjame, Khalid*
dc.contributor.authorGoble, Carole*
dc.contributor.authorKaragoz, pinar*
dc.date.accessioned2016-07-08T11:32:00Z
dc.date.available2016-07-08T11:32:00Z
dc.date.issued2015
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/15621
dc.language.isoenen
dc.subjectProvenanceen
dc.subjectAnnotationen
dc.subjectScientific workflowsen
dc.subject.ddc005en
dc.titleLabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenanceen
dc.typeCommunication / Conférence
dc.description.abstractenProvenance traces captured by scientific workflows can be useful for designing, debugging and maintenance. However, our experience suggests that they are of limited use for reporting results, in part because traces do not comprise domain-specific annotations needed for explaining results, and the black-box nature of some workflow activities. We show that by basic mark-up of the data processing within activities and using a set of domain specific label generation functions, standard workflow provenance can be utilised as a platform for the labelling of data artefacts. These labels can in turn aid selection of data subsets and proxy for data descriptors for shared datasets.en
dc.identifier.citationpages84-96en
dc.relation.ispartoftitleProvenance and Annotation of Data and Processes. 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, June 9-13, 2014. Revised Selected Papersen
dc.relation.ispartofeditorBertram Ludäscher, Beth Plale
dc.relation.ispartofpublnameSpringeren
dc.relation.ispartofpublcityBerlin Heidelbergen
dc.relation.ispartofdate2015
dc.relation.ispartofurl10.1007/978-3-319-16462-5en
dc.subject.ddclabelProgrammation, logiciels, organisation des donnéesen
dc.relation.ispartofisbn978-3-319-16461-8en
dc.relation.conftitle5th International Provenance and Annotation Workshop, IPAW 2014en
dc.relation.confdate2014-06
dc.relation.confcityCologneen
dc.relation.confcountryGermanyen
dc.relation.forthcomingnonen
dc.identifier.doi10.1007/978-3-319-16462-5_7en
dc.description.ssrncandidatenonen
dc.description.halcandidateouien
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2016-06-27T14:47:31Z
hal.person.labIds61716*
hal.person.labIds989*
hal.person.labIds118330*
hal.person.labIds20740*
hal.identifierhal-01343407*


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