| fullrecord |
[{"key": "dc.contributor.advisor", "value": "Clements, Kati", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Matrosov, Anton", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-01-04T06:49:07Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-01-04T06:49:07Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2023", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/92534", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Teko\u00e4ly on l\u00e4hivuosina saavuttanut suuren suosion yhteiskunnassamme.\nSen k\u00e4ytt\u00f6 ty\u00f6paikalla ja arjessamme on suositumpaa, kun koskaan ennen.\nTeko\u00e4lyn yleistyminen on tuonut mukanaan muutoksia toimintamalleihimme, ja\nmonet prosessit on mahdollista j\u00e4tt\u00e4\u00e4 osittain tai kokonaan teko\u00e4lyn vastuulle.\nTeko\u00e4lyn adoptoiminen rahoitusalalle on ollut hidasta ja varautunutta,\nvaikka teko\u00e4lyn implementointi toisi alalle uusia, tehokkaampia ja tarkempia\ntoimintamalleja. Teko\u00e4ly kykenisi analysoida dataa ja tehd\u00e4 p\u00e4\u00e4t\u00f6kset t\u00e4ysin\ntietoon ja tietomalleihin perustuen, samalla eliminoiden ihmisvirkailijan\npuolueellisuuden ja mahdolliset ep\u00e4huomiot. Tutkimuksessa huomataan\nteko\u00e4lyimplementoinnin kokeilujen tuovan positiivisia tuloksia etenkin tiedon\ntarkentumiseen ja datan analysointiin samalla nopeuttaen p\u00e4\u00e4t\u00f6sprosessia sek\u00e4\neliminoimalla ihmisvirkailijan puolueellisuuden.\nTieto\u00e4lyn implementointi riskienhallintaan on suuri prosessi, jota on tutkittu\nvuosien varrella monesta eri n\u00e4k\u00f6kulmasta k\u00e4ytt\u00e4en monia erilaisia kaavoja ja\nmalleja, mutta teko\u00e4lyn implementoinnin laajuuden ansiosta on viel\u00e4 monta\nongelmaa ja haastetta, jotka tulisi ratkoa ennen teknologian hy\u00f6dynt\u00e4mist\u00e4\narkik\u00e4yt\u00f6ss\u00e4. Suurimmiksi haasteiksi tutkimuksissa nousivat mm. teko\u00e4lyn\nanalysoinnin tarkkuus, tietoturva ja kyberriskien ehk\u00e4isy lis\u00e4\u00e4ntyneen laitteiston\nja datan ansiosta sek\u00e4 teko\u00e4lyn k\u00e4ytt\u00f6\u00e4 koskevien lakien, ohjeistuksien ja yleisten\ntoimintamallien puute. Tehokkaaseen riskienhallintapolitiikkaan teko\u00e4lyn\navulla vaaditaan helposti muokattava algoritmi, joka osaa laskea ennustuksen\ntarkasti, tarvittavat turvallisuustoimenpiteet toiminnan takaamiseksi sek\u00e4 lakeja\nja ohjeistuksia, jotta teko\u00e4lyn k\u00e4ytt\u00f6\u00e4 voitaisiin valvoa ja tarkastella.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Artificial intelligence (AI) has gained significant popularity in our society in\nrecent years. Its use in the workplace and our daily lives is more prevalent than\never before. The widespread adoption of AI has brought about changes in our\noperational models, and many processes can now be partially or entirely en-\ntrusted to AI.\nThe adoption of AI in the financial sector has been slow and cautious, de-\nspite the potential for AI implementation to bring new, more efficient, and accu-\nrate operational models to the industry. AI can analyze data and make deci-\nsions based entirely on knowledge and data models, eliminating human bias\nand potential oversights. The research notes that experiments with AI imple-\nmentation in risk management yield positive results, particularly in refining in-\nformation and analyzing data, while also speeding up decision-making pro-\ncesses and eliminating human bias.\nImplementing AI in risk management is a complex process that has been\nstudied from various perspectives over the years, using many different formu-\nlas and models. However, due to the scope of AI implementation, there are still\nmany problems and challenges that need to be addressed before the technology\ncan be widely used in everyday situations. Key challenges identified in the re-\nsearch include the accuracy of AI analysis, cybersecurity, and prevention of\ncyber risks due to increased hardware and data, as well as the lack of laws,\nguidelines, and general operational models regarding the use of AI. Effective\nrisk management policies using AI require an easily adaptable algorithm that\ncan accurately calculate predictions, necessary security measures to ensure\nfunctionality, laws, and guidelines for monitoring and overseeing the use of AI.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2024-01-04T06:49:07Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-01-04T06:49:07Z (GMT). No. of bitstreams: 0\n Previous issue date: 2023", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "48", "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": "yritysrahoitus", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4lyn hy\u00f6dynt\u00e4minen osana rahoitusp\u00e4\u00e4t\u00f6st\u00e4", "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-202401041037", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "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": "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": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"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": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "koneoppiminen", "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"}]
|