Practices of Natural Language Processing in the Finance Sector

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dc.authorscopusid57063298500
dc.authorscopusid56952927700
dc.contributor.authorBozyiğit F.
dc.contributor.authorKılınç D.
dc.date.accessioned2023-03-22T19:47:44Z
dc.date.available2023-03-22T19:47:44Z
dc.date.issued2022
dc.departmentBelirleneceken_US
dc.description.abstractNatural language processing (NLP) is a subfield of artificial intelligence that focuses on extracting meaning from unstructured data. It has become widely used due to advances in information technology and so increasing textual data in recent years. Since a large portion of the available information in the finance domain is in textual form (e.g., reports, contracts, agreements), researchers have increased their scrutiny of using NLP that is necessary to obtain insight from such collections. This chapter synthesizes the recent literature using NLP methods in financial tasks to demonstrate the state of current knowledge and its implications for future studies. Accordingly, we examine the usage of NLP methods under two sections. In the first section, we focus on NLP analysis models to determine financial market dynamics using news and user comments in the digital platforms. In the second section, we discuss NLP methods to detect sensitive user data (e.g., identity number, credit card number, telephone number) in the financial documents. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.en_US
dc.identifier.doi10.1007/978-981-16-8997-0_9
dc.identifier.endpage170en_US
dc.identifier.issn25097873
dc.identifier.scopus2-s2.0-85130813834en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage157en_US
dc.identifier.urihttps://doi.org/10.1007/978-981-16-8997-0_9
dc.identifier.urihttps://hdl.handle.net/20.500.14034/848
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.journalAccounting, Finance, Sustainability, Governance and Frauden_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial intelligenceen_US
dc.subjectFinance sectoren_US
dc.subjectFinancial market forecastingen_US
dc.subjectFinancial organizationen_US
dc.subjectLexical analysisen_US
dc.subjectNatural language processingen_US
dc.subjectPortfolio selectionen_US
dc.subjectSemantic analysisen_US
dc.subjectSyntactic analysisen_US
dc.titlePractices of Natural Language Processing in the Finance Sectoren_US
dc.typeBook Chapteren_US

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