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[{"key": "dc.contributor.advisor", "value": "Luoma, Eetu", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Vartiainen, Emil", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2018-01-16T08:08:46Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2018-01-16T08:08:46Z", "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.uri", "value": "https://jyx.jyu.fi/handle/123456789/56746", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Teknologinen kehitys on mahdollistanut ymp\u00e4rill\u00e4mme suurella nopeudella syntyv\u00e4n, monimuotoisien ja m\u00e4\u00e4r\u00e4llisesti valtavan massadatan ker\u00e4\u00e4misen ja hy\u00f6dynt\u00e4misen. Yritykset eiv\u00e4t kuitenkaan pysty hy\u00f6dynt\u00e4m\u00e4\u00e4n kaikkea k\u00e4ytett\u00e4viss\u00e4 olevaa dataa. T\u00e4ss\u00e4 kirjallisuuskatsauksena toteutetussa tutkielmassa tarkasteltiin massadatan k\u00e4ytt\u00f6\u00e4 yritysten p\u00e4\u00e4t\u00f6ksenteon n\u00e4k\u00f6kulmasta. Tarkoituksena oli tarkastella massadatan vaikutuksia yritysten p\u00e4\u00e4t\u00f6ksentekoon. Lis\u00e4ksi k\u00e4siteltiin massadata-analytiikkaa, sek\u00e4 massadatan tuomia mahdollisuuksia ja haasteita yrityksille yleisell\u00e4 tasolla. Tutkielmassa k\u00e4ytettiin vertaisarvioituja tieteellisi\u00e4 artikkeleita, jotka ovat p\u00e4\u00e4osin kirjoitettu 2010-luvulla. Tutkielman keskeisimp\u00e4n\u00e4 tuloksena havaittiin, ett\u00e4 massadatalla on useita vaikutuksia yritysten p\u00e4\u00e4t\u00f6ksentekoon. Massadatan avulla tehdyt p\u00e4\u00e4t\u00f6kset n\u00e4htiin paremmiksi p\u00e4\u00e4t\u00f6ksiksi, kuin perinteisin menetelmin tehdyt. Eniten hy\u00f6tyj\u00e4 syntyy, kun massadatan avulla automatisoidaan usein toistuvia p\u00e4\u00e4t\u00f6ksi\u00e4. Massadatan k\u00e4ytt\u00f6 p\u00e4\u00e4t\u00f6ksentekovaiheessa edellytt\u00e4\u00e4 yrityksen johdon tukea ja datan k\u00e4ytt\u00f6\u00f6n perustuvaa yrityskulttuuria. Tuloksista voidaan p\u00e4\u00e4tell\u00e4, ett\u00e4 yritysten kannattaa k\u00e4ytt\u00e4\u00e4 dataa mahdollisimman paljon p\u00e4\u00e4t\u00f6ksentekonsa tukena ja lis\u00e4ksi muovata yrityskulttuuria dataohjautuvampaan suuntaan.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Technological development in recent years has enabled collecting and analyzing high velocity and large volume big data which comes from variety of sources. However, organizations lack to benefit from all the data available. This study was carried out as literature review. Its objective was to find how big data impacts on organizational decision making. In addition, this paper contains review of concept of big data, big data analytics and big data\u2019s opportunities and challenges to organizations in general. The literature used was peer evaluated research papers mostly written in 2010\u2019s. The key finding of this paper was that big data has several impacts on organizational decision making. Decisions made by using big data were considered better decisions than decisions based on intuition. The most beneficial is to automate repetitive decisions. Using big data in decision making requires support from top management and data-driven organizational culture. Conclusion from the findings is that organizations should use big data to support their decision making and also shape their organizational culture more data-driven way.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Emil Vartiainen (emaajuva) on 2018-01-16 08:08:45.679060. Form: Kandidaatintutkielma -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/kandin-tutkielma-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 2018-01-16T08:08:46Z\nNo. of bitstreams: 2\nURN:NBN:fi:jyu-201801161210.pdf: 532496 bytes, checksum: ea1c4583da4661f021e415bb10dbb9e6 (MD5)\nlicense.html: 4798 bytes, checksum: 609c6179db155173ce6f8cb6287fa8c3 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2018-01-16T08:08:46Z (GMT). No. of bitstreams: 2\nURN:NBN:fi:jyu-201801161210.pdf: 532496 bytes, checksum: ea1c4583da4661f021e415bb10dbb9e6 (MD5)\nlicense.html: 4798 bytes, checksum: 609c6179db155173ce6f8cb6287fa8c3 (MD5)\n Previous issue date: 2017", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "29", "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": "massadata", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "big data", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "massadata-analytiikka", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "dataohjautuva p\u00e4\u00e4t\u00f6ksenteko", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Massadatan vaikutukset yritysten p\u00e4\u00e4t\u00f6ksentekoon", "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-201801161210", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatintutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "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.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": "dc.date.updated", "value": "2018-01-16T08:08:46Z", "language": null, "element": "date", "qualifier": "updated", "schema": "dc"}, {"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": "fi", "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "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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