Data Federation By Using a Governance of Data Framework Artifact as the Tool - conference proceedings version

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dc.contributor.authorTomi Dahlberg
dc.contributor.authorTiina Nokkala
dc.contributor.authorJukka Heikkilä
dc.contributor.authorMarikka Heikkilä
dc.contributor.organizationfi=Centre for Collaborative Research (CCR)|en=Centre for Collaborative Research (CCR)|
dc.contributor.organizationfi=tietojärjestelmätiede|en=Information Systems Science|
dc.contributor.organization-code1.2.246.10.2458963.20.70128852004
dc.contributor.organization-code1.2.246.10.2458963.20.87107995810
dc.contributor.organization-code2608303
dc.converis.publication-id18629758
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/18629758
dc.date.accessioned2022-10-28T13:07:18Z
dc.date.available2022-10-28T13:07:18Z
dc.description.abstract<p> </p><p>Widely spread breast cancer takes patients to an early grave. Early detection and ability to predict the effectiveness of treatments are among the means to fight this malignant disease. Data federation from dozens of data sources is needed for data analytics. The granularity, internality, structure and all other characteristics differ in federated data. We discuss alternative approaches to data federation and their theoretical basis, especially the ontology and governance of data. We developed an artifact in our on-going research. The artifact is used to support the federation of cancer data at a university hospital. We detected that our federative approach and the artifact improved the interoperability of data in the case. We suggest that our approach is capable to that also in other contexts. </p>
dc.identifier.isbn978-952-15-3747-9
dc.identifier.issn2323-8976
dc.identifier.olddbid179843
dc.identifier.oldhandle10024/162937
dc.identifier.urihttps://www.utupub.fi/handle/11111/37655
dc.identifier.urnURN:NBN:fi-fe2021042716464
dc.language.isoen
dc.okm.affiliatedauthorDahlberg, Tomi
dc.okm.affiliatedauthorNokkala, Tiina
dc.okm.affiliatedauthorHeikkilä, Jukka
dc.okm.affiliatedauthorHeikkilä, Marikka
dc.okm.discipline113 Computer and information sciencesen_GB
dc.okm.discipline512 Business and managementen_GB
dc.okm.discipline113 Tietojenkäsittely ja informaatiotieteetfi_FI
dc.okm.discipline512 Liiketaloustiedefi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityDomestic publication
dc.okm.typeA4 Conference Article
dc.publisher.countryFinlanden_GB
dc.publisher.countrySuomifi_FI
dc.publisher.country-codeFI
dc.publisher.placeTampere
dc.relation.conferenceInternational conference on information modelling and knowledge bases
dc.relation.ispartofseriesPublication Series of Tampere University of Technology Pori Department
dc.relation.volume18
dc.source.identifierhttps://www.utupub.fi/handle/10024/162937
dc.titleData Federation By Using a Governance of Data Framework Artifact as the Tool - conference proceedings version
dc.title.bookProceedings of the 26th International Conference on Information Modelling and Knowledge Bases - EJC 2016. Tampere
dc.year.issued2016

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