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[{"key": "dc.contributor.advisor", "value": "Hakala, Ismo", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.advisor", "value": "Klemets, Joakim", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Ojala, Veli-Matti", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2017-12-18T16:37:19Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2017-12-18T16:37:19Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2017", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.other", "value": "oai:jykdok.linneanet.fi:1810014", "language": null, "element": "identifier", "qualifier": "other", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/56397", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Dataohjautuvat ratkaisut yhdist\u00e4v\u00e4t usein erilaisten ja heterogeenisten tietol\u00e4hteiden tietoja. N\u00e4m\u00e4 tietol\u00e4hteet voivat k\u00e4ytt\u00e4\u00e4 erilaisia verkkokerrosprotokollia, viestikerroksen protokollia, dataformaatteja ja semanttisia malleja. N\u00e4iden yhdistelm\u00e4 luo yhteentoimivuuden haasteen, koska usein eri pro- tokollat tai formaatit eiv\u00e4t toimi toistensa kanssa. IoT-ratkaisuissa n\u00e4m\u00e4 haasteet ratkaistaan usein j\u00e4rjestelmien sis\u00e4ll\u00e4, ei niiden v\u00e4lill\u00e4. T\u00e4m\u00e4 luo siilomaisia raken- teita IoT-j\u00e4rjestelmien v\u00e4lille. T\u00e4m\u00e4 opinn\u00e4ytety\u00f6 esittelee yhteentoimivuusongel- man nelj\u00e4ll\u00e4 kerroksella ja lis\u00e4ksi ehdottaa joitain mahdollisia ratkaisuja n\u00e4iden on- gelmien ratkaisemiseksi datapohjaisen esimerkkitapauksen avulla.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Data-driven solutions often combine data from various and heterogenic data sources. These data sources might use different network layer protocols, mes- sage layer protocols, data formats and semantical models. The combination of these creates an interoperability challenge since different protocols do not interoperate with each other. In the IoT-domain these challenges are often solved within systems, not among them. This creates a siloed structure for many IoT-systems. This Thesis observes the interoperability challenge on four layers and presents some possible solutions to solve these problems in a data-driven case example.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Veli-Matti Ojala (veojala) on 2017-12-18 16:37:17.739664. Form: Pro gradu -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/pro-gradu-lomake). JyX data: [jyx_publishing-allowed (fi) =True]", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2017-12-18T16:37:19Z\nNo. of bitstreams: 2\nURN:NBN:fi:jyu-201712184768.pdf: 4635253 bytes, checksum: 5fad9f1b0b9ffe97f21824e2fab10102 (MD5)\nlicense.html: 4871 bytes, checksum: 688f56a02721699e90db2232ba66edeb (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2017-12-18T16:37:19Z (GMT). No. of bitstreams: 2\nURN:NBN:fi:jyu-201712184768.pdf: 4635253 bytes, checksum: 5fad9f1b0b9ffe97f21824e2fab10102 (MD5)\nlicense.html: 4871 bytes, checksum: 688f56a02721699e90db2232ba66edeb (MD5)\n Previous issue date: 2017", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "1 verkkoaineisto (78 sivua)", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "eng", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "semanttiset mallit", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "dataohjautuvuus", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Addressing the interoperability challenge of combining heterogeneous data sources in a data-driven solution", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-201712184768", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": 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