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[{"key": "dc.contributor.advisor", "value": "Kari, Martti, J.", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.advisor", "value": "Moilanen, Panu", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Kankaanp\u00e4\u00e4, Jyrki", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-01-12T07:19:03Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-01-12T07:19:03Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2023", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/92730", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Globalisaatio, digitalisaatio sek\u00e4 kansainv\u00e4lisen toimijoiden m\u00e4\u00e4r\u00e4n kasvu ja turvallisuusuhkien monimuotoistuminen ovat muuttaneet strategista p\u00e4\u00e4t\u00f6ksentekoymp\u00e4rist\u00f6\u00e4 aiempaa monimuotoisemmaksi ja vaikeammin ennakoitavaksi 90-luvulta l\u00e4htien. P\u00e4\u00e4t\u00f6ksentekoymp\u00e4rist\u00f6n vaikeutuessa vaikeutuvat my\u00f6s p\u00e4\u00e4t\u00f6ksenteon ongelmat, sek\u00e4 ongelmiin liittyv\u00e4t tiedustelupalveluille selvitett\u00e4v\u00e4ksi tulevat tietotarpeet, eli tiedusteluongelmat.\nMuuttunutta kansainv\u00e4list\u00e4 toimintaymp\u00e4rist\u00f6\u00e4 ja siit\u00e4 nousevia strategisen tason ongelmia pidet\u00e4\u00e4n tiedustelututkimuksessa kasvavasti komplekseina. Kompleksisuuden kasvavasta merkityksest\u00e4 huolimatta on ep\u00e4selv\u00e4\u00e4 mill\u00e4 kattavuudella sit\u00e4 on tutkittu aiemmassa tiedustelututkimuksessa ja mik\u00e4 ilmi\u00f6n merkitys on tiedustelulle. Tutkielmassa on siksi muodostettu katsaus kompleksisuutta k\u00e4sittelev\u00e4\u00e4n viimeaikaiseen vertaisarvioituun tiedustelututkimukseen semi-systemaattisena kirjallisuuskatsauksena.\nTutkielman p\u00e4\u00e4asiallisena tuloksena on, ett\u00e4 kompleksisuuden tutkimus on tieteenalalla viel\u00e4 osin ep\u00e4yhten\u00e4ist\u00e4 ja m\u00e4\u00e4r\u00e4llisesti puutteellista, jotta ilmi\u00f6n merkityst\u00e4 tiedustelulle voidaan t\u00e4ysin yleist\u00e4\u00e4. Tutkielmassa pystyttiin esimerkiksi laatimaan kirjallisuuden perusteella uusi kompleksien adaptiivisten systeemien piirreluettelo, mik\u00e4 osaltaan viittaa ep\u00e4yhten\u00e4iseen tieteelliseen n\u00e4kemykseen.\nTutkielman muiden tulosten mukaisesti kompleksisuus haastaa nykyisin k\u00e4yt\u00f6ss\u00e4 olevaa tiedustelun analyyttist\u00e4 paradigmaa, ja sen lis\u00e4ksi komplekseille tiedusteluongelmille ei ole olemassa hyvin soveltuvia analyysimenetelmi\u00e4 tai tekniikoita. Menetelm\u00e4llisin\u00e4 ratkaisuina on esitetty skenaariojoukkoja indikaattoreineen tai systeemin mallinnusta ja simulaatiota sek\u00e4 yleist\u00e4 analyysin automatisointia. Lis\u00e4ksi tiedusteluongelman kompleksisuuden kasvu n\u00e4ytt\u00e4\u00e4 v\u00e4hent\u00e4v\u00e4n nopeasti ennakoinnin varmuutta ja siten kompleksien ongelmien pitk\u00e4n aikav\u00e4lin ennakointi on haastavaa. Datan merkityksen ymm\u00e4rt\u00e4minen kirjallisuudessa suhteessa tiedusteluongelmien kompleksisuuteen on ep\u00e4selv\u00e4\u00e4 ja edellytt\u00e4\u00e4 lis\u00e4\u00e4 tutkimusta.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2024-01-12T07:19:03Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-01-12T07:19:03Z (GMT). No. of bitstreams: 0\n Previous issue date: 2023", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "90", "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": "strateginen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Kompleksit ongelmat strategisessa analyysiss\u00e4 : kirjallisuuskatsaus", "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-202401121231", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "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": "Security and Strategic Analysis", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Turvallisuus ja strateginen analyysi", "language": "fi", "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.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "restrictedAccess", "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": "601", "language": null, "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "ennakointi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "ongelmat", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "kompleksisuus", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "ennakointi", "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": "kirjallisuuskatsaukset", "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"}, {"key": "dc.rights.accessrights", "value": "The author has not given permission to make the work publicly available electronically. Therefore the material can be read only at the archival workstation at Jyv\u00e4skyl\u00e4 University Library (https://kirjasto.jyu.fi/en/workspaces/facilities/facilities#autotoc-item-autotoc-2).", "language": "en", "element": "rights", "qualifier": "accessrights", "schema": "dc"}, {"key": "dc.rights.accessrights", "value": "Tekij\u00e4 ei ole antanut lupaa avoimeen julkaisuun, joten aineisto on luettavissa vain Jyv\u00e4skyl\u00e4n yliopiston kirjaston arkistoty\u00f6semalta. Ks. https://kirjasto.jyu.fi/fi/tyoskentelytilat/laitteet-ja-tilat#autotoc-item-autotoc-2.", "language": "fi", "element": "rights", "qualifier": "accessrights", "schema": "dc"}]
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