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[{"key": "dc.contributor.advisor", "value": "Sepp\u00e4nen, Risto-Ville", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Ahti, Joona Oliver Andreas", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-06-24T11:21:25Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-06-24T11:21:25Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/96123", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Artificial intelligence has yet again surged in popularity, especially after recent breakthroughs in generative artificial intelligence technology. As organizations rush to implement artificial intelligence in their processes, the question of how and why to prioritize use cases over another is raised. To answer this, this the-sis explores both the factors affecting the organizational implementation of arti-ficial intelligence, as well as what types of value and how that value is achieva-ble with the utilization of artificial intelligence. Researching these aspects of artificial intelligence initiatives allows for the development of a value-feasibility matrix, which can provide additional guidance to organizational de-cision-makers facing the issue. This study was conducted in two parts. First, a literature review on both the factors and enablers affecting the implementation of artificial intelligence, and the types of value achievable and the mechanisms used to create that value with artificial intelligence. This literature review pro-vided the theoretical basis for the development of the value-feasibility matrix. Then, an empirical qualitative study was carried out to validate the model. 11 semi-structured interviews were conducted, with interviewees representing both industrial companies as well as technology providers. The findings from the interviews aligned strongly with existing research and the proposed value-feasibility matrix. This thesis was able to address the research gap on the sys-tematic prioritization of artificial intelligence initiatives, and also contribute to existing research by providing new empirical findings. The developed and val-idated value-feasibility matrix can serve as a guiding tool for organizational leaders struggling with the prioritization of artificial intelligence initiatives.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Teko\u00e4ly on j\u00e4lleen noussut pinnalle, etenkin generatiivisen teko\u00e4lyn tuomien uusien mahdollisuuksien kautta. Organisaatiot pyrkiv\u00e4t ottamaan teko\u00e4ly\u00e4 k\u00e4ytt\u00f6\u00f6n eri liiketoimintaprosesseissaan nopealla tahdilla. Nopea k\u00e4ytt\u00f6\u00f6not-totahti kuitenkin her\u00e4tt\u00e4\u00e4 kysymyksen siit\u00e4, voisiko eri hankkeiden priorisoin-tiin olla systemaattinen ratkaisu. Vastatakseen t\u00e4h\u00e4n kysymykseen, t\u00e4m\u00e4 tut-kielma k\u00e4sittelee teko\u00e4lyhankkeiden k\u00e4ytt\u00f6\u00f6nottoon vaikuttavia tekij\u00f6it\u00e4, yri-tystason arvoa jota teko\u00e4lysovellukset voivat luoda organisaatiossa, sek\u00e4 pro-sessitason vaikutuksia, joilla arvoa luodaan. N\u00e4iden n\u00e4k\u00f6kulmien tutkiminen mahdollistaa arvo-toteutettavuus-matriisin kehitt\u00e4misen, jota hy\u00f6dynt\u00e4m\u00e4ll\u00e4 p\u00e4\u00e4t\u00f6ksentekij\u00e4t voivat saada lis\u00e4ohjausta hankkeiden priorisointiin. T\u00e4m\u00e4 tutkielma toteutettiin kahdessa osassa. Teoreettinen perusta matriisille raken-nettiin sek\u00e4 teko\u00e4lyhankkeiden k\u00e4ytt\u00f6\u00f6nottoon vaikuttavien tekij\u00f6iden ett\u00e4 teko\u00e4lyn luoman yritysarvon tutkivaa kirjallisuuskatsauksen varaan. T\u00e4m\u00e4n j\u00e4lkeen toteutettiin empiirinen tutkimus, jonka kautta kirjallisuuskatsauksen l\u00f6yd\u00f6kset sek\u00e4 arvo-toteutettavuus-matriisi validoitiin. Kvalitatiivisessa tut-kimuksessa toteutettiin 11 puolistrukturoitua asiantuntijahaastattelua. Haasta-teltavat edustivat niin teollisuusyrityksi\u00e4 kuin teknologiapalveluntarjoajia. Kvalitatiivisen tutkimuksen tulokset korreloivat vahvasti olemassa olevan kir-jallisuuden sek\u00e4 ehdotetun arvo-toteutettavuus-matriisin kanssa. T\u00e4m\u00e4 tut-kielma kykeni osaltaan vastaamaan systemaattisen teko\u00e4lyhankkeiden priori-siointiin liittyv\u00e4\u00e4n tutkimusaukkoon, sek\u00e4 tuottamaan uutta tietoa olemassa olevaan kirjallisuuteen niin teko\u00e4lyhankkeiden k\u00e4ytt\u00f6\u00f6nottoon vaikuttavien tekij\u00f6iden, kuin my\u00f6s teko\u00e4lysovellusten luoman arvon saralla tuottamalla lis\u00e4\u00e4 empiirist\u00e4 dataa. Tutkielmassa kehitetty arvo-toteutettavuus-matriisi voi toimia ohjaavana ty\u00f6kaluna teko\u00e4lyhankkeiden systemaattista priorisointia suunnitteleville organisaatiojohtajille.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-06-24T11:21:25Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-06-24T11:21:25Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "68", "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": "CC BY 4.0", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Systematic prioritization of AI initiatives: implementation factors and achievable value", "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-202406244969", "language": null, "element": "identifier", "qualifier": "urn", "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.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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