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[{"key": "dc.contributor.advisor", "value": "Halttunen, Veikko", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Vartiainen, Ville", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2017-07-14T09:56:04Z", "language": "", "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2017-07-14T09:56:04Z", "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/123456789/54930", "language": "", "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Tutkielma k\u00e4sittelee matkapuhelinaistintaa, suhteellisen tuoretta tutkimuksen \r\nkohdetta, joka keskittyy tutkimaan, mink\u00e4laisin keinoin \u00e4lypuhelimen avulla\r\npystyt\u00e4\u00e4n seuraamaan, tai \u201daistimaan\u201d mobiilin k\u00e4ytt\u00e4j\u00e4n toiminnan toimintaa,\r\nymp\u00e4rist\u00f6\u00e4 tai kontekstia. Matkapuhelinaistinta tutkimuksen kohteena on \r\nnoussut muiden teknologioiden, kuten pilvipalveluiden ja koneoppimisen kehityksen sek\u00e4 \u00e4lypuhelimien suoritustehon kasvamisen my\u00f6t\u00e4. Alan tutkimusta \r\najaa eteenp\u00e4in matkapuhelinaistinnan tarjoama tieto ihmisten toiminnasta ja \r\nymp\u00e4rist\u00f6st\u00e4, sill\u00e4 \u00e4lypuhelin on monien sensoreidensa, verkkoyhteyksiens\u00e4 ja \r\nintiimin k\u00e4ytt\u00e4j\u00e4suhteensa my\u00f6t\u00e4 loistava alusta k\u00e4ytt\u00e4j\u00e4n havainnointiin. Tehdyn havainnoinnin avulla pystyt\u00e4\u00e4n muun muassa muodostamaan malleja ja \r\nennusteita k\u00e4ytt\u00e4jien k\u00e4ytt\u00e4ytymisest\u00e4, kartoittamaan kaupunkialueiden eri \r\nominaisuuksia, kuten melusaastetta ja parantamaan \u00e4lypuhelimien k\u00e4ytt\u00f6kokemusta. Tutkielma suoritettiin kirjallisuuskatsauksena ja tutkielmassa perehdyt\u00e4\u00e4n kirjallisuuden pohjalta matkapuhelinaistinnan tekniseen toteutukseen, \r\nsen sovelluksiin sek\u00e4 haasteisiin nykytilassa ja tulevaisuudenkuviin.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The thesis discusses Mobile Phone Sensing, an emerging technology and field \r\nof research focused on the study of the different methods of using smartphones \r\nto sense users\u2019 environment, activities and context. Mobile phone sensing as a \r\nfield of research has emerged from the developments of other technologies, \r\nsuch as cloud computing, machine learning and the increase in smartphone \r\nprocessing capabilities. The field is driven forwards by the wealth of knowledge \r\nmobile phone sensing provides of users\u2019 activities and environment, as the \r\nsmartphone is an ideal platform for sensing a user thanks to its many sensors, \r\nconnectability and intimate relationship with the user. Based on the sensed data, \r\namong other applications, models and predictions of users\u2019 behaviour can be \r\nmade. Additionally, urban areas\u2019 issues, such as noise pollution or smartphone \r\ninterfaces could be improved. The thesis reviews the literature discussing the \r\ntopic and provides a view on the technical applications in the field of mobile \r\nphone sensing, as well as its current situation, challenges and implications for\r\nfuture development.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Ville Vartiainen (vipevart) on 2017-07-14 09:56:03.904156. 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.group@korppi.jyu.fi) on 2017-07-14T09:56:04Z\r\nNo. of bitstreams: 2\r\nURN:NBN:fi:jyu-201707143298.pdf: 492315 bytes, checksum: 9c385d397cff283276313cbc24e27551 (MD5)\r\nlicense.html: 1079 bytes, checksum: 1c23030702e40249425743b07f039b30 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2017-07-14T09:56:04Z (GMT). No. of bitstreams: 2\r\nURN:NBN:fi:jyu-201707143298.pdf: 492315 bytes, checksum: 9c385d397cff283276313cbc24e27551 (MD5)\r\nlicense.html: 1079 bytes, checksum: 1c23030702e40249425743b07f039b30 (MD5)\r\n Previous issue date: 2017", "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": "", "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": "mobile phone sensing", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "mobile user", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "behavioral pattern", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "smartphone", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "mobile phone", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "sensor", "language": "en", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "matkapuhelinaistinta", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "mobiilik\u00e4ytt\u00e4j\u00e4", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "k\u00e4ytt\u00e4ytymismalli", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "\u00e4lypuhelin", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "sensori", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "matkapuhelin", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "\u00c4lypuhelin k\u00e4ytt\u00e4j\u00e4n aistimena", "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-201707143298", "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.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": "2017-07-14T09:56:04Z", "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": "restrictedAccess", "language": "fi", "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.yso", "value": "matkapuhelimet", "language": "fi", "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "k\u00e4ytt\u00e4j\u00e4tutkimus", "language": "fi", "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "havainnointi", "language": "fi", "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tunnistimet", "language": "fi", "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "\u00e4lypuhelimet", "language": "fi", "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"}, {"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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