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[{"key": "dc.contributor.advisor", "value": "Kypp\u00f6, Jorma", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Kitola, Mattias", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2020-12-11T07:14:29Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2020-12-11T07:14:29Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2020", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/73108", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4m\u00e4n kandidaatin tutkielman tarkoituksena on kirjallisuuskatsauksen avulla\nselvitt\u00e4\u00e4, mist\u00e4 urheiluanalytiikasta syntyv\u00e4 arvo muodostuu. Kirjallisuuskatsauksen ohella pohdintaluvussa tulen peilaamaan omiin kokemuksiini urheiluanalytiikan molemmilta puolilta. Urheiluanalytiikka k\u00e4sitt\u00e4\u00e4 historiallisen\ndatan hallinnan, ennakoivien analyyttisten mallien k\u00e4yt\u00f6n ja tietoj\u00e4rjestelmien\nk\u00e4yt\u00f6n p\u00e4\u00e4t\u00f6ksenteossa. Urheiluanalytiikka on kilpailullisen edun saavuttamisen v\u00e4line. Arvo muodostuu ajan s\u00e4\u00e4st\u00e4misest\u00e4 ja uniikin informaation tuottamisesta. Data itse ei puhu ja p\u00e4\u00e4t\u00f6ksentekij\u00f6iden merkitys urheiluanalytiikassa\non merkitt\u00e4v\u00e4. Urheiluanalytiikan arvo voidaan n\u00e4hd\u00e4 pakottavana voimana\nsaada oikeat henkil\u00f6t kysym\u00e4\u00e4n tarkempia kysymyksi\u00e4. Teknologiset haasteet\nja kulttuuriset haasteet kuuluvat urheiluanalytiikan haasteisiin. Vanhan koulukunnan valmentajien asenteet voivat hidastaa urheiluanalytiikan evoluutiota.\nTulee huomata, ett\u00e4 urheiluanalytiikka ei ole liike vanhan koulukunnan valmentajia vastaan, vaan heilt\u00e4 saatu palaute on yksi t\u00e4rkeimpi\u00e4 keinoja analyyttisten metodien kehitt\u00e4miseksi.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "This bachelor\u2019s thesis will be conducted as a literature review. The purpose of\nthis bachelor\u2019s thesis is to find out where is the value in sports analytics. In discussion section I will be reflecting my own experience in the field of sports analytics. Sports analytics consists of managing historical data, using predictive\nmodels, and using information systems in decision-making. Sports analytics is a\nway to gain competitive edge. Value consists of saving time and creating\nunique information. Data does not speak for itself and the importance of decision-makers are significant. You could argue that the value of sports analytics is\nto get the right people to ask more accurate questions. Sports analytics faces\nchallenges from both technological and cultural standpoints. Attitudes from\nold-school-coaches can slow down the evolution of sports analytics. It is important to note that sports analytics is not against those old-school-coaches but\nthe feedback from them is one of the most important tools to improve analytical\nmethods.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2020-12-11T07:14:29Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2020-12-11T07:14:29Z (GMT). No. of bitstreams: 0\n Previous issue date: 2020", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "38", "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": "urheiluanalytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "data-analyysi", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "data-analytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "moneyball", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Urheiluanalytiikan arvo joukkueurheilussa", "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-202012117054", "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": "data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "joukkueurheilu", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "urheilu", "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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