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[{"key": "dc.contributor.advisor", "value": "Kokko, Tuomas", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Collin, Matias", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2025-02-04T07:02:23Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2025-02-04T07:02:23Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2025", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/99935", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Viime vuosina teko\u00e4lyn k\u00e4ytt\u00f6 on yleistynyt huomattavasti. T\u00e4m\u00e4 johtuu valtavista kehitysloikista laskentatehossa ja teknologiassa yleisesti. Riskienhallinta puolestaan on kriittinen osa organisaation menestyst\u00e4. T\u00e4m\u00e4 kandidaatintutkielma tutkii selitett\u00e4v\u00e4n teko\u00e4lyn (Explainable Artificial Intelligence, XAI) mahdollista k\u00e4ytt\u00f6\u00e4 organisaation riskienhallinnassa. Tutkielman alussa k\u00e4sitell\u00e4\u00e4n teko\u00e4ly\u00e4 ja riskienhallintaa omina kokonaisuuksinaan. Teko\u00e4ly m\u00e4\u00e4ritell\u00e4\u00e4n, sen historiaa ja kehityst\u00e4 tarkastellaan sek\u00e4 sen tulevaisuuden n\u00e4kymi\u00e4 pohditaan. My\u00f6s riskienhallinta k\u00e4sitteen\u00e4 m\u00e4\u00e4ritell\u00e4\u00e4n, ja riskienhallinnan keinoja tutkitaan. Lis\u00e4ksi k\u00e4sitell\u00e4\u00e4n riskienhallinnan merkityst\u00e4 organisaatioille. Lopuksi kaikki yhdistyy selitett\u00e4v\u00e4\u00e4n teko\u00e4lyyn riskienhallinnassa, jossa pohditaan ja tutkitaan selitett\u00e4v\u00e4n teko\u00e4lyn mahdollisia k\u00e4ytt\u00f6tarkoituksia. Selitett\u00e4v\u00e4ll\u00e4 teko\u00e4lyll\u00e4 ei ole \u201dmusta laatikko\u201d -luonnetta, mik\u00e4 teko\u00e4lyll\u00e4 perinteisesti on, vaan sen p\u00e4\u00e4t\u00f6kset ovat perusteltuja ja k\u00e4ytt\u00e4j\u00e4n tulkittavissa. \u201dMusta laatikko\u201d -luonteella tarkoitetaan sit\u00e4, ett\u00e4 yleisesti teko\u00e4lyn tekem\u00e4t prosessit tapahtuvat k\u00e4ytt\u00e4j\u00e4lt\u00e4 piilossa ik\u00e4\u00e4n kuin mustassa laatikossa. T\u00e4h\u00e4n pohjautuen selitett\u00e4v\u00e4ll\u00e4 teko\u00e4lyll\u00e4 on valtavaa k\u00e4ytt\u00f6potentiaalia organisaatioille riskienhallinnassa, kuin my\u00f6s yleisestikin.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The use of artificial intelligence has gained a lot of popularity in the recent years. This is due to the giant development leaps in computing power and overall technology. Risk management is a critical piece of organization\u2019s success. This thesis explores the possible use of Explainable Artificial Intelligence (XAI) in organizations' risk management. Before that, the terms Artificial intelligence and Risk management are covered as their own entities. Artificial intelligence is defined, its history and development explored and its future views considered. Risk management as a term is also defined and ways to manage risks are explored. Also, the importance of risk management to organizations is discussed. Finally, it all comes together in Explainable Artificial Intelligence in risk management, where the possible use of XAI is discussed and explored. XAI doesn't have the \"black-box\" nature that AI in general has. That means its decisions are explained and interpretable to the user. The \u201cblack-box\u201d nature means that in general, decisions made by AI are made as they were in a black box and hidden from the user. This leads to XAI having a great amount of potential in risk management and also in general for organizations.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2025-02-04T07:02:23Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2025-02-04T07:02:23Z (GMT). No. of bitstreams: 0\n Previous issue date: 2025", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "28", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "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": "selitett\u00e4v\u00e4 teko\u00e4ly", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4ly organisaation riskienhallinnassa", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202502041714", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "riskienhallinta", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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