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[{"key": "dc.contributor.advisor", "value": "Myllym\u00e4ki, Mikko", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Manninen, Heli", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2019-06-13T06:40:29Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2019-06-13T06:40:29Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2019", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/64576", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Tutkielman tavoitteena oli selvitt\u00e4\u00e4 oppimisanalytiikan hy\u00f6dynt\u00e4mismahdollisuuksia Kaakkois-Suomen ammattikorkeakoulussa (Xamk). Tutkimuskohteena olivat ammattikorkeakoulun keskeisimm\u00e4t tietoj\u00e4rjestelm\u00e4t: opintoasiainhallinnon ja opetuksen suunnittelun j\u00e4rjestelm\u00e4kokonaisuus Peppi, verkko-oppimisymp\u00e4rist\u00f6 Moodle ja palvelukokoelma Microsoft Office 365 Education. Laadullisen tapaustutkimuksen tutkimusaineisto muodostui edell\u00e4 mainittujen tietoj\u00e4rjestelmien j\u00e4rjestelm\u00e4dokumentaatioista ja Xamkin tukipalveluyksik\u00f6iden asiantuntijoiden sis\u00e4piirihaastatteluista. Aineisto analysoitiin sis\u00e4ll\u00f6nanalyysin ja teemoittelun avulla. Tuloksissa otetaan kantaa my\u00f6s oppimisanalytiikan eettisiin ja lains\u00e4\u00e4d\u00e4nn\u00f6llisiin n\u00e4k\u00f6kulmiin.\n\nTietoj\u00e4rjestelmist\u00e4 Moodle ja Microsoft Office 365 Education tarjoavat analytiikkamahdollisuuksia osana j\u00e4rjestelm\u00e4\u00e4 tai sen liit\u00e4nn\u00e4isin\u00e4. Kaikki j\u00e4rjestelm\u00e4t tarjoavat raportointimahdollisuuksia. Xamkin tuotantototeutuksissa ei tutkimushetkell\u00e4 ole k\u00e4yt\u00f6ss\u00e4 varsinaisia oppilaitostasoisia analytiikkav\u00e4lineit\u00e4 j\u00e4rjestelmien omia raportointeja lukuunottamatta. Erityisesti avoimeen toteutukseen perustuviin j\u00e4rjestelmiin olisi kuitenkin mahdollista tuottaa oppimisanalytiikkav\u00e4lineit\u00e4 omalla kehitysresurssilla tai hankittuina palveluina tai liit\u00e4nn\u00e4isin\u00e4 esimerkiksi raportointien,\noppimistoiminnan seuraamisen, profiloinnin, interventioiden ja prediktiivisen analytiikan tueksi. My\u00f6s tietoj\u00e4rjestelmien v\u00e4liset integraatiot voivat olla mahdollisuus kokonaisvaltaisemman oppimisdatan tuottamiseen ja analysoimiseen. Oppimisanalytiikkaa tuottavien v\u00e4lineiden k\u00e4ytt\u00f6\u00f6notto on yksi Xamkin tukipalveluyksik\u00f6iden kehityskohteista.\n\nOppimisanalytiikan ja sen k\u00e4ytt\u00f6\u00f6noton kysymykset liittyv\u00e4t erityisesti analytiikan tarkoituksenmukaisuuteen sek\u00e4 arvokkaan tiedon ja oikeiden mittareiden tunnistamiseen eettiset ja lains\u00e4\u00e4d\u00e4nn\u00f6lliset kysymykset huomioiden. Olisiko mahdollista toteuttaa analytiikkaa kansallisella tasolla, jolloin standardoitua oppimisdataa voitaisiin hy\u00f6dynt\u00e4\u00e4 my\u00f6s ristiinopiskelussa? Oppimisanalytiikka tarjoaa mahdollisuuksia, mutta her\u00e4tt\u00e4\u00e4 samalla monia kysymyksi\u00e4, joihin on vakuuttavia vastauksia vain v\u00e4h\u00e4n.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2019-06-13T06:40:29Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2019-06-13T06:40:29Z (GMT). No. of bitstreams: 0\n Previous issue date: 2019", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "72", "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.title", "value": "Analyysista adaptaatioihin : oppimisanalytiikan hy\u00f6dynt\u00e4mismahdollisuudet Kaakkois-Suomen ammattikorkeakoulussa", "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-201906133180", "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": "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": "Tietotekniikka", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Mathematical Information Technology", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.collaborator", "value": "public", "language": "", "element": "contractresearch", "qualifier": "collaborator", "schema": "yvv"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "yvv.contractresearch.initiative", "value": "student", "language": "", "element": "contractresearch", "qualifier": "initiative", "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": "602", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "ammattikorkeakoulut", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "korkea-asteen koulutus", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "analyysi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "big data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tietoj\u00e4rjestelm\u00e4t", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tiedonlouhinta", "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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