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[{"key": "dc.contributor.advisor", "value": "Vuorinen, Jukka", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Veps\u00e4l\u00e4inen, Henry", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-06-18T11:04:38Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-06-18T11:04:38Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/95997", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4m\u00e4 pro gradu -tutkielma tarkastelee teko\u00e4lyll\u00e4 ohjattujen ETF-rahastojen suorituskyky\u00e4 ja teko\u00e4lyn k\u00e4ytt\u00f6\u00e4 ETF-rahastojen hallinnoinnissa. Teko\u00e4lyn integroiminen rahoitusalalle on lis\u00e4\u00e4ntynyt merkitt\u00e4v\u00e4sti viime vuosina, ja ETF-rahastot tarjoavat ainutlaatuisen ymp\u00e4rist\u00f6n teko\u00e4lyn hy\u00f6dynt\u00e4miseen rahaston hallinnassa. Tutkimuksen p\u00e4\u00e4tavoitteena on selvitt\u00e4\u00e4, ovatko teko\u00e4lyll\u00e4 ohjatut rahastot tuottaneet paremmin tunnettuihin vertailuindekseihin n\u00e4hden, jotka on kullekin teko\u00e4lyll\u00e4 ohjatulle rahastolle m\u00e4\u00e4ritelty, sek\u00e4 miten teko\u00e4ly\u00e4, koneoppimista ja erilaisia algoritmeja hy\u00f6dynnet\u00e4\u00e4n n\u00e4iden p\u00f6rssinoteerattujen rahastojen osakepoiminnassa ja voidaanko teko\u00e4lyll\u00e4 johdetulla poiminnalla saavuttaa etua perinteisiin menetelmiin verrattuna. Tutkimusaineisto koostuu globaalisti 11 olemassa olevasta teko\u00e4lyll\u00e4 ohjatusta eri ETF-rahastosta, joiden suorituskyky\u00e4 mitataan erilaisilla tunnusluvuilla ja mittareilla, kuten p/e, pitk\u00e4n aikav\u00e4lin tuotto, beeta ja ter-luku. Tutkimuksen keskeisen\u00e4 tavoitteen on my\u00f6s selvitt\u00e4\u00e4, miten teko\u00e4ly\u00e4, koneoppimista ja erilaisia algoritmeja hy\u00f6dynnet\u00e4\u00e4n kunkin ETF-rahaston sijoituspolitiikassa ja osakkeiden, sek\u00e4 muiden sijoituskohteiden valinnassa. Teko\u00e4lyn k\u00e4ytt\u00f6 on mahdollistanut nopeammat ja tarkemmat sijoitusp\u00e4\u00e4t\u00f6kset, mik\u00e4 on parantanut rahastojen kyky\u00e4 sopeutua markkinamuutoksiin. Teko\u00e4ly poistaa my\u00f6s ihmisen tunteellista ja inhimillist\u00e4 toimintaa sijoittamisesta. Tulokset vahvistavat, ett\u00e4 teko\u00e4ly voi tarjota merkitt\u00e4vi\u00e4 etuja ETF-rahastojen hallinnoinnissa, edellytt\u00e4en, ett\u00e4 sen k\u00e4ytt\u00f6 on hyvin integroitu rahaston strategiaan. Teko\u00e4ly on kuitenkin viel\u00e4 voimakkaimman kehityskaarensa alkuvaiheessa, joten odotettavissa on, ett\u00e4 teko\u00e4lyn k\u00e4yt\u00f6n osuus ETF-rahastoissa tulee kasvamaan. Odotettavissa on my\u00f6s entist\u00e4 monipuolisempia teko\u00e4lyratkaisuja rahastojen hallintaan.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-06-18T11:04:38Z\r\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-06-18T11:04:38Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "63", "language": null, "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": "CC BY 4.0", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4lyn k\u00e4ytt\u00f6 ETF-rahastoissa", "language": null, "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-202406184763", "language": null, "element": "identifier", "qualifier": "urn", "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.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.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": "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.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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