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Applications of Artificial Intelligence in the Economy, Including Applications in Stock Trading, Market Analysis, and Risk Management

dc.contributor.authorRahmani, Amir Masoud
dc.contributor.authorRezazadeh, Bahareh
dc.contributor.authorHaghparast, Majid
dc.contributor.authorChang, Wei-Che
dc.contributor.authorTing, Shen Guan
dc.date.accessioned2024-02-12T10:56:32Z
dc.date.available2024-02-12T10:56:32Z
dc.date.issued2023
dc.identifier.citationRahmani, A. M., Rezazadeh, B., Haghparast, M., Chang, W.-C., & Ting, S. G. (2023). Applications of Artificial Intelligence in the Economy, Including Applications in Stock Trading, Market Analysis, and Risk Management. <i>IEEE Access</i>, <i>11</i>, 80769-80793. <a href="https://doi.org/10.1109/ACCESS.2023.3300036" target="_blank">https://doi.org/10.1109/ACCESS.2023.3300036</a>
dc.identifier.otherCONVID_184124094
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/93328
dc.description.abstractIn an increasingly automated world, Artificial Intelligence (AI) promises to revolutionize how people work, consume, and develop their societies. Science and technology advancement has led humans to seek solutions to problems; however, AI-based technology is not novel and has a wide range of economic applications. This paper examines AI applications in economics, including stock trading, market analysis, and risk assessment. A comprehensive taxonomy is proposed to investigate AI applications in various scopes of the proposed categories. Furthermore, we will discuss this area’s most significant AI-based techniques and evaluation criteria. As a final step, we will identify challenges, open issues, and future work suggestions.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.ispartofseriesIEEE Access
dc.rightsCC BY 4.0
dc.subject.otherInternet of Things
dc.subject.otherartificial intelligence
dc.subject.othereconomy
dc.subject.othermachine learning
dc.subject.otherstock market
dc.subject.otherneural network
dc.titleApplications of Artificial Intelligence in the Economy, Including Applications in Stock Trading, Market Analysis, and Risk Management
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202402121810
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_dcae04bc
dc.description.reviewstatuspeerReviewed
dc.format.pagerange80769-80793
dc.relation.issn2169-3536
dc.relation.volume11
dc.type.versionpublishedVersion
dc.rights.copyright© Authors, 2023
dc.rights.accesslevelopenAccessfi
dc.subject.ysotekoäly
dc.subject.ysoarvopaperimarkkinat
dc.subject.ysoesineiden internet
dc.subject.ysoriskienhallinta
dc.subject.ysokoneoppiminen
dc.subject.ysoneuroverkot
dc.subject.ysotalous
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p2616
jyx.subject.urihttp://www.yso.fi/onto/yso/p12456
jyx.subject.urihttp://www.yso.fi/onto/yso/p27206
jyx.subject.urihttp://www.yso.fi/onto/yso/p3134
jyx.subject.urihttp://www.yso.fi/onto/yso/p21846
jyx.subject.urihttp://www.yso.fi/onto/yso/p7292
jyx.subject.urihttp://www.yso.fi/onto/yso/p2555
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1109/ACCESS.2023.3300036
jyx.fundinginformationThis work was supported by the University of Jyväskylä (JYU) for Open Access.
dc.type.okmA2


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