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[{"key": "dc.contributor.advisor", "value": "Pirkkalainen, Henri", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Kronqvist, Jeremias", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2015-05-13T13:44:04Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2015-05-13T13:44:04Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2015", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/45895", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Sosiaalisen median palveluiden suosio on kasvanut viime vuosien aikana merkitt\u00e4v\u00e4sti. Eri palveluissa tuotetun datan m\u00e4\u00e4r\u00e4 kasvaa jatkuvasti, ja se on tehnyt sosiaalisen median datasta olennaisen tiedonlouhinnan l\u00e4hteen. T\u00e4ss\u00e4 kandidaatintutkielmassa selvitettiin mit\u00e4 sosiaalisen median tiedonlouhinnalla voidaan saavuttaa eri aloilla, sek\u00e4 mit\u00e4 haasteita sen toteuttamiseen liittyy. Tutkielma toteutettiin kirjallisuuskatsauksena.\nKeskeisin\u00e4 tuloksina todettiin, ett\u00e4 sosiaalisen median tiedonlouhintaan voi-daan hy\u00f6dynt\u00e4\u00e4 laajasti eri aloilla. Sosiaalisen median data voi tarjota tietoa k\u00e4ytt\u00e4jien toimista oikeassa el\u00e4m\u00e4ss\u00e4, ja sen vuoksi sosiaalisen median dataa pyrit\u00e4\u00e4n hy\u00f6dynt\u00e4m\u00e4\u00e4n. Sosiaalisen median tiedonlouhinta voi tarjota vas-tauksia esimerkiksi kuluttajak\u00e4ytt\u00e4ymisest\u00e4, k\u00e4ytt\u00e4jien kesken\u00e4isest\u00e4 vuoro-vaikutuksesta, \u00e4\u00e4nestysk\u00e4ytt\u00e4ytymisest\u00e4, rikoksentorjunnanasta sek\u00e4 katastro-finhallinnasta. Sosiaalisen median tiedonlouhinnan haasteet liittyv\u00e4t louhitta-van datan ominaisuuksiin sek\u00e4 k\u00e4ytt\u00e4jien yksityisyyteen. Data voi esiinty\u00e4 sosiaalisessa mediassa useassa eri muodossa, ja relevantin datan m\u00e4\u00e4rittelemi-nen ja rajaaminen voi osoittautua vaikeaksi. My\u00f6s datan alkuper\u00e4n ja oikeelli-suuden selvitt\u00e4minen voi osoittautua haasteelliseksi. K\u00e4ytt\u00e4jien yksityisyyden takaaminen henkil\u00f6kohtaisen datan tiedonlouhinnassa voi osoittautua haas-teelliseksi, erityisesti kun k\u00e4ytt\u00e4ji\u00e4 profiloidaan verkostonsa ja muiden sosiaa-lisen median palveluiden kautta.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Social networking services have become even popular in the last couple of years. The amount of data produced in these services rises all the time, and it has made social media data an essential source of data mining. The purpose of this bachelor\u2019s thesis was to clarify what can be achieved with social media mining in different industries, and what challenges arise with it. This bachelor\u2019s thesis was carried out as review of literature.\nWith social media mining it is possible to gain answers in various type of in-dustries. Social media mining can offer solutions and answer in consumer be-havior, social interaction, voting behavior, crime prevention and in disaster management. Challenges of social media mining are connected to the charac-teristics of social media data and user privacy issues. Data can appear in vari-ous formats in social media and it makes the definition of relevant data chal-lenging. Source and reliability of data can also be challenging in social media mining. Ensuring the social media users privacy can prove to be challenging for social media mining, especially in the situations where the user profiles are based on the users network and multiple social networking services.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Jeremias Kronqvist (jemikron) on 2015-05-13 13:44:03.549318. Form: Kandidaatintutkielma -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/kandin-tutkielma-lomake). JyX data: [jyx_publishing-allowed (fi) =False]", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija@noreply.fi) on 2015-05-13T13:44:03Z\nNo. of bitstreams: 2\nURN:NBN:fi:jyu-201505131851.pdf: 521802 bytes, checksum: 425c353f799944d4c5020a99cdb7e811 (MD5)\nlicense.html: 1080 bytes, checksum: 8b058dac3948c30b890e64ed85e2e0f5 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2015-05-13T13:44:04Z (GMT). No. of bitstreams: 2\nURN:NBN:fi:jyu-201505131851.pdf: 521802 bytes, checksum: 425c353f799944d4c5020a99cdb7e811 (MD5)\nlicense.html: 1080 bytes, checksum: 8b058dac3948c30b890e64ed85e2e0f5 (MD5)\n Previous issue date: 2015", "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": "Sosiaalinen media", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "tiedonlouhinta", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "data", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "hy\u00f6dynt\u00e4minen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "haasteet", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Sosiaalisen median tiedonlouhinta", "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-201505131851", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.dcmitype", "value": "Text", "language": "en", "element": "type", "qualifier": "dcmitype", "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.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": "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": "2015-05-13T13:44:04Z", "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": "restrictedAccess", "language": null, "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"}, {"key": "dc.rights.accessrights", "value": "This material has a restricted access due to copyright reasons. It can be read at the workstation at Jyv\u00e4skyl\u00e4 University Library reserved for the use of archival materials: https://kirjasto.jyu.fi/en/workspaces/facilities.", "language": "en", "element": "rights", "qualifier": "accessrights", "schema": "dc"}, {"key": "dc.rights.accessrights", "value": "Aineistoon p\u00e4\u00e4sy\u00e4 on rajoitettu tekij\u00e4noikeussyist\u00e4. Aineisto on luettavissa Jyv\u00e4skyl\u00e4n yliopiston kirjaston arkistoty\u00f6asemalta. Ks. https://kirjasto.jyu.fi/fi/tyoskentelytilat/laitteet-ja-tilat.", "language": "fi", "element": "rights", "qualifier": "accessrights", "schema": "dc"}]
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