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[{"key": "dc.contributor.advisor", "value": "Taipalus, Toni", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Koskim\u00e4ki, Timo", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2021-05-07T05:47:08Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2021-05-07T05:47:08Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2021", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/75359", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4ss\u00e4 tutkielmassa tarkastellaan data-analytiikkaa rahoitusmarkkinoilla. Tutkielman tavoitteena on kertoa, miten data-analytiikkaa hy\u00f6dynnet\u00e4\u00e4n rahoitusmarkkinoilla. Tutkielman aihe on erityisen t\u00e4rke\u00e4\u00e4, sill\u00e4 digitalisaation mukanaan tuoma teknologiamurros on muokannut my\u00f6s rahoitusmarkkinoita suuresti. Rahoitusmarkkinoiden siirrytty\u00e4 toimimaan s\u00e4hk\u00f6isille alustoille, syntyy valtavia m\u00e4\u00e4ri\u00e4 dataa. T\u00e4t\u00e4 dataa hy\u00f6dynt\u00e4m\u00e4ll\u00e4 voidaan tehd\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4, jotka ovat tehokkaampia, tuottavampia ja joita ei v\u00e4ltt\u00e4m\u00e4tt\u00e4 olisi syntynyt ilman t\u00e4t\u00e4 dataa. Tutkimusaihe on alitutkittu ja onkin ensiarvoisen t\u00e4rke\u00e4\u00e4 tehd\u00e4 aiheesta lis\u00e4\u00e4 tutkimusta. Tutkimuksessa k\u00e4yd\u00e4\u00e4n l\u00e4pi aiheeseen liittyv\u00e4\u00e4 termist\u00f6\u00e4, joka selitet\u00e4\u00e4n aikaisempien tutkimusten pohjalta ja n\u00e4ihin viitaten. Tutkimuksessa selvisi, ett\u00e4 data-analytiikkaa hy\u00f6dynnet\u00e4\u00e4n monin tavoin finanssialalla. T\u00e4st\u00e4 esimerkkin\u00e4 korkeataajuinen kaupank\u00e4ynti, taloudellisten tietojen hallinta ja viitetietojen hallinta, s\u00e4\u00e4ntely, niiden toteuttaminen ja niihin valmistautuminen, riskianalyysi, kaupank\u00e4ynnin analyysi, luottoluokitus ja ennakoiva analyysi, sek\u00e4 seuranta ja raportointi. T\u00e4st\u00e4 tutkielmasta on hy\u00f6ty\u00e4 niin aiheesta kiinnostuneelle, kuin rahoitusmarkkinoilla toimivalle taholle, joka k\u00e4ytt\u00e4\u00e4 tai harkitsee aloittavansa data-analytiikan k\u00e4yt\u00f6n p\u00e4\u00e4t\u00f6ksenteossa rahoitusmarkkinoilla. Tutkielma antaa yleiskuvan siit\u00e4, miten data-analytiikkaa hy\u00f6dynnet\u00e4\u00e4n rahoitusmarkkinoilla.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "This thesis examines data analytics in financial markets. The aim of the thesis is to explain how data analytics is utilized in the financial markets. The topic of the thesis is particularly important, as the technological revolution brought about by digitalization has also greatly shaped the financial markets. As financial markets move to electronic platforms, huge amounts of data will be generated. Utilizing this data can make decisions that are more efficient, productive and that might not have occurred without this data. The research topic is under-researched, and it is important to do more research on the topic. The study re-views related terminology, which is explained based on previous studies. The study found that data analytics is utilized in many ways in the financial sector. Examples include financial information management and reference data management, implementation and preparation, regulation, risk analysis, trading analysis, credit rating or proactive analysis, and monitoring and reporting. This thesis is useful for both those interested in the topic and those operating in the financial markets who use or are considering starting to use data analytics in decision-making in the financial field. The thesis provides an overview of how data analytics is utilized in the financial markets.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2021-05-07T05:47:08Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2021-05-07T05:47:08Z (GMT). No. of bitstreams: 0\n Previous issue date: 2021", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "28", "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": "data-analytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Data-analytiikka rahoitusmarkkinoilla", "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-202105072656", "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": "analyysi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "rahoitusmarkkinat", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "big data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tiedonlouhinta", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tietoj\u00e4rjestelm\u00e4tiede", "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"}]
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