A Proposed System for Forecasting of Personal Cash Flow and Saving Prediction;

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dc.authorscopusid57220749457
dc.authorscopusid57197026443
dc.contributor.authorCoskun,B.
dc.contributor.authorAkgün,B.T.
dc.date.accessioned2024-05-25T12:33:17Z
dc.date.available2024-05-25T12:33:17Z
dc.date.issued2020
dc.departmentOkan Universityen_US
dc.department-tempCoskun B., Istanbul Okan Üniversitesi, Bilgisayar Mühendisliǧi Programi, Fen Bilimleri Enstitüsü, Istanbul, Turkey; Akgün B.T., Istanbul Okan Üniversitesi, Bilgisayar Mühendisliǧi Programi, Fen Bilimleri Enstitüsü, Istanbul, Turkeyen_US
dc.description.abstractThe aim of this study is to develop an effective and interactive application that helps users regulate their expenditures and encourage them to save. In this application; it is aimed to estimate the forward cash flow using personal regular and irregular historical financial data and future full or partial specific financial data and the dynamic date estimation of when a person will reach a target for accumulation after a long term is aimed with the information obtained in this process. This prediction will benefit the user by supporting cash savings or in a loan plan. In the first stage of the proposed system, a fast microservice based architectural system that collects instant data to be used in forward cash flow estimation is designed. The second part of the study is the estimation of the nearest possible date to reach an accumulation amount target by adapting the most frequently used neural network algorithms and applications in the literature. © 2020 IEEE.en_US
dc.identifier.citation0
dc.identifier.doi10.1109/UYMS50627.2020.9247049
dc.identifier.isbn978-172818541-5
dc.identifier.scopus2-s2.0-85097535633
dc.identifier.urihttps://doi.org/10.1109/UYMS50627.2020.9247049
dc.identifier.urihttps://hdl.handle.net/20.500.14517/2469
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2020 Turkish National Software Engineering Symposium, UYMS 2020 - Proceedings -- 14th Turkish National Software Engineering Symposium, UYMS 2020 -- 7 October 2020 through 9 October 2020 -- Istanbul -- 164914en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFinansal Verien_US
dc.subjectMakine Öǧrenmesien_US
dc.subjectMikroservis Mimarisien_US
dc.subjectYapay Sinir Aǧlarien_US
dc.subjectZaman Serisien_US
dc.titleA Proposed System for Forecasting of Personal Cash Flow and Saving Prediction;en_US
dc.title.alternativeKişisel Nakit Akişi Tahminleme ve Birikim Kestirimi için bir Sistem Önerisien_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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