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[{"key": "dc.contributor.advisor", "value": "Jakonen, Mikko", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Hakala, Ville", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2021-08-30T09:23:07Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2021-08-30T09:23:07Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2021", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/77600", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Uusien digitaalisten datal\u00e4hteiden sek\u00e4 analyysitekniikoiden on v\u00e4itetty muuttavan yhteiskuntatieteit\u00e4 radikaalisti. T\u00e4ss\u00e4 tutkielmassa t\u00e4t\u00e4 muutosta l\u00e4hestyt\u00e4\u00e4n tarkastelemalla siirtym\u00e4\u00e4 policy-analyysista policy-analytiikkaan. Tarkemmin ottaen tutkitaan, kuinka kansalaisten mielipiteit\u00e4 voidaan monitoroida sosiaalisesta mediasta, ja kuinka sosiaalisen median data voi auttaa ymm\u00e4rt\u00e4m\u00e4\u00e4n policy-prosesseja. Datafikaatiosta k\u00e4yty keskustelu on usein konseptivetoista ja kaukana konkretiasta, eik\u00e4 sosiaalisen median monitoroinnillekaan ole kehitetty k\u00e4yt\u00e4nn\u00f6llist\u00e4 toteuttamistapaa.\nTutkimusteht\u00e4v\u00e4n\u00e4ni on selvitt\u00e4\u00e4, kuinka sosiaalisen median monitorointia voidaan k\u00e4yt\u00e4nn\u00f6ss\u00e4 toteuttaa. T\u00e4t\u00e4 varten luon tutkielmassa datank\u00e4sittelyn eri vaiheille analyyttisen typologian, joka mahdollistaa monitoroinnin prosessin analyyttisen tarkastelun. Sosiaalisen median monitoroinnin k\u00e4yt\u00e4nn\u00f6n toteutus vaatii ty\u00f6kaluja useilta erilaisilta policy-analyysin suuntauksilta ja perinteiset jakolinjat, esimerkiksi positivismin sek\u00e4 tulkinnallisuuden suhteen, eiv\u00e4t v\u00e4ltt\u00e4m\u00e4tt\u00e4 ole kovinkaan toimivia.\nT\u00e4m\u00e4n \u201dk\u00e4yt\u00e4nn\u00f6llisen sosiaalisen median monitoroinnin syklin\u201d toimivuutta testaan noin 12 miljoonan twiitin muodostamalle aineistolle, joka on ker\u00e4tty Christchurchin terrori-iskujen tutkimista varten kev\u00e4\u00e4ll\u00e4 2019. Heti terrori-iskujen j\u00e4lkeen Uudessa-Seelannissa uudistettiin aselakeja ja my\u00f6s t\u00e4m\u00e4 policy-prosessi sis\u00e4ltyi aineistoon. Tarkastelen aselakeja koskevan keskustelun rajaamiseen sek\u00e4 kansalaisten mielipiteiden tunnistamiseen liittyvi\u00e4 sosioteknisi\u00e4 valintatilanteita edell\u00e4 kehitellyn analyyttisen typologian pohjalta mahdollisimman seikkaper\u00e4isesti.\nTutkielmassa havaittiin esimerkiksi pienien erojen aineistonrajauksen avainsanojen valinnassa vaikuttavan huomattavasti lopullisen aineiston koostumukseen. Case-tyyppisest\u00e4 tutkimusasetelmasta johtuen tulosten yleistett\u00e4vyytt\u00e4 sin\u00e4ll\u00e4\u00e4n on hankala tulkita, mutta tuloksista voidaan p\u00e4\u00e4tell\u00e4, ett\u00e4 datank\u00e4sittelyn vaiheisiin perustuva typologia on hedelm\u00e4llinen l\u00e4hestymistapa sosiaalisen median monitoroinnin k\u00e4yt\u00e4nn\u00f6n toteuttamiseen.\nVastaavaa datal\u00e4ht\u00f6ist\u00e4 l\u00e4hestymistapaa voidaan suositella my\u00f6s muissakin tutkimuksissa. Digitaalinen tutkimus mahdollistaa monien sellaisten tutkimusvaiheiden empiirisen tarkastelun, jotka aiemmin ovat tapahtuneet vain \u201dtutkijan p\u00e4\u00e4n sis\u00e4ss\u00e4\u201d. N\u00e4iden vaiheiden dokumentointi on ensimm\u00e4inen askel vertailevaan empiiriseen tutkimukseen.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2021-08-30T09:23:07Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2021-08-30T09:23:07Z (GMT). No. of bitstreams: 0\n Previous issue date: 2021", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "94", "language": "", "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": "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": "policy-analyysi", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "laskennallinen yhteiskuntatiede", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "policy-analytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "Twitter", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "Christchurch", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Sosiaalisen median monitorointi policy-analyysissa : kuinka digitaalista dataa voidaan k\u00e4ytt\u00e4\u00e4 policy-prosessien ymm\u00e4rt\u00e4miseen?", "language": "", "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-202108304687", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Humanistis-yhteiskuntatieteellinen tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Humanities and Social Sciences", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Yhteiskuntatieteiden ja filosofian laitos", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Department of Social Sciences and Philosophy", "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": "Yhteiskuntapolitiikka", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Social Policy", "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_bdcc", "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": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "209", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "yhteiskuntatieteet", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "sosiaalinen media", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}, {"key": "dc.type.okm", "value": "G2", "language": null, "element": "type", "qualifier": "okm", "schema": "dc"}]
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