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dc.contributor.authorO'Sullivan, Declanen
dc.contributor.authorDebruyne, Christopheen
dc.contributor.authorLewis, Daviden
dc.date.accessioned2020-02-18T15:31:52Z
dc.date.available2020-02-18T15:31:52Z
dc.date.created30th Januaryen
dc.date.issued2019en
dc.date.submitted2019en
dc.identifier.citationChristophe Debruyne, Harshvardhan J. Pandit, David Lewis, Declan O'Sullivan, Towards Generating Policy-compliant Datasets, 13th IEEE International Conference on Semantic Computing, Long Beach, USA, 30th January, IEEE Computer Society, 2019, 199-203en
dc.identifier.otherYen
dc.descriptionPUBLISHEDen
dc.descriptionLong Beach, USAen
dc.description.abstractThe development of intelligent (e.g., AI-based) applications increasingly requires governance models and processes, as financial legal sanctions are more and more being associated with violation of policies. We propose an ontology representing the informed consent that was collected by an organization and argue how it can be used to assess a dataset prior its use in any type of data processing activities. We demonstrate the utility of our ontology using a particular scenario, where datasets are generated “just in time” for a particular purpose such as sending newsletters. This scenario shows how data processing activities can be managed to in such a way as to support compliance verification. This paper furthermore compares the contributions to related work and positions it into prior work concerned with the broader problem of prescribing and analyzing compliance.en
dc.format.extent199-203en
dc.language.isoenen
dc.publisherIEEE Computer Societyen
dc.rightsYen
dc.subjectGovernanceen
dc.subjectConsent representationen
dc.subjectCompliance analysisen
dc.subjectSemantic mappingsen
dc.titleTowards Generating Policy-compliant Datasetsen
dc.title.alternative13th IEEE International Conference on Semantic Computingen
dc.typeConference Paperen
dc.type.supercollectionscholarly_publicationsen
dc.type.supercollectionrefereed_publicationsen
dc.identifier.peoplefinderurlhttp://people.tcd.ie/osulldpsen
dc.identifier.peoplefinderurlhttp://people.tcd.ie/debruyncen
dc.identifier.peoplefinderurlhttp://people.tcd.ie/delewisen
dc.identifier.rssinternalid194490en
dc.identifier.doihttps://doi.org/10.1109/ICOSC.2019.8665631en
dc.identifier.doihttps://doi.org/10.5281/zenodo.3246448en
dc.rights.ecaccessrightsopenAccess
dc.subject.TCDThemeDigital Engagementen
dc.subject.TCDTagKnowledge and data engineeringen
dc.identifier.rssurihttps://chrdebru.github.io/papers/2019-icsc-preprint.pdfen
dc.identifier.orcid_id0000-0003-1090-3548en
dc.contributor.sponsorScience Foundation Ireland (SFI)en
dc.contributor.sponsorGrantNumber13/RC/2106en
dc.identifier.urihttps://chrdebru.github.io/papers/2019-icsc-preprint.pdf
dc.identifier.urihttp://hdl.handle.net/2262/91564


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