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[{"key": "dc.contributor.advisor", "value": "Luoma,Eetu", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Vielma, Severi", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2017-12-20T13:34:13Z", "language": "", "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2017-12-20T13:34:13Z", "language": "", "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2017", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/56466", "language": "", "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4m\u00e4 kandidaatin tutkielma tutkii massadatan hy\u00f6dynt\u00e4mist\u00e4 urheiluanalytiikassa. Vaikka massadata on jo yleistynyt k\u00e4site, sen hy\u00f6dynt\u00e4mismahdollisuudet urheiluanalytiikassa ovat viel\u00e4 v\u00e4h\u00e4isesti raportoitu aihe. L\u00e4hivuosina datal\u00e4ht\u00f6isen p\u00e4\u00e4t\u00f6ksenteon hy\u00f6dynt\u00e4minen on kasvanut ammattiurheilun toimialalla ja massadata tarjoaa urheiluorganisaatioille uusia mahdollisuuksia p\u00e4\u00e4t\u00f6ksentekoon liittyen. T\u00e4m\u00e4 tutkielma pyrkii vastaamaan siihen, miten massadataa voitaisiin hy\u00f6dynt\u00e4\u00e4 urheiluanalytiikassa. Tutkielman toteutustapa on tieteellinen kirjallisuuskatsaus. Tulokseksi tutkielmassa saatiin, massadataa voitavan hy\u00f6dynt\u00e4\u00e4 urheiluanalytiikassa monilla eri tavoilla, jotka liittyv\u00e4t pelaajien ja otteluiden suoritusten analytiikkaan, urheiluliiketoiminnan analytiikkaan sek\u00e4 pelaajien loukkaantumisten ehk\u00e4isemisen analytiikkaan.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "This bachelor\u2019s thesis aims to discover ways big data can be utilized in sports analytics. Regardless of big data being a talking point, it\u2019s fairly little reported topic in a sports analytics context. In the recent years data-driven decision mak-ing has become more common approach in sport organizations and big data enables new possibilities. This thesis aims to find out different ways big data can be utilized in sports analytics. The thesis has been carried out as a literature review. As a result the study found out that big data can be utilized in sports analytics in a many different ways that include analytics of players and team, sports business\u2019 analytics and analytics of players\u2019 injury prevention.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Severi Vielma (semiviel) on 2017-12-20 13:34:13.262535. 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 2017-12-20T13:34:13Z\r\nNo. of bitstreams: 2\r\nURN:NBN:fi:jyu-201712204822.pdf: 467927 bytes, checksum: 0adbab7fea5907ce1c617b4f52732171 (MD5)\r\nlicense.html: 4778 bytes, checksum: cb17e9e513133f858eb0243e083ed755 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2017-12-20T13:34:13Z (GMT). No. of bitstreams: 2\r\nURN:NBN:fi:jyu-201712204822.pdf: 467927 bytes, checksum: 0adbab7fea5907ce1c617b4f52732171 (MD5)\r\nlicense.html: 4778 bytes, checksum: cb17e9e513133f858eb0243e083ed755 (MD5)\r\n Previous issue date: 2017", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "40", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": "", "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": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "urheiluanalytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "analytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Massadata urheiluanalytiikan apuna", "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-201712204822", "language": "", "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": "2017-12-20T13:34:14Z", "language": "", "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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