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374391

Predicting the Foreign Exchange Rate with the Use of Big Data Analytics -Machine Learning-Based on Gold and Crude Oil (BDAEX) and its Impact on Cost Management

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Last updated: 24 Dec 2024

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Abstract

Researchers have conducted numerous research to predict the factors that impact the high and down of foreign currency exchange rates. This research provides an extension of the research and studies that predict the exchange rate and measure its impact on cost management by using one of the artificial intelligence tools, which is big data analysis based on gold and crude oil as metrics, using model machine learning in the period from 2014 to 2023, as it is the beginning of a transitional period in which there was a change in some political events and changes in the Arab Republic of Egypt and the economic changes that followed. The study was applied to Ibn Sina Pharma Pharmaceutical Company, considering that this sector was greatly affected by alterations in the exchange rate. The finds of the research concluded that big data analyses that were used to predict changes in foreign exchange rates EGP /USD affect cost management, as predicting changes in foreign currency rates helps management take preventive measures in pricing operations, tracking costs and expenses, controlling costs, and adjusting the level of stress in the company and the possibility of unexpected costs.

DOI

10.21608/masf.2024.374391

Keywords

Foreign Exchange Rate, Big data analysis, BDAEX, Gold and Crude Oil, Machine Learning, Cost Management

Authors

First Name

Taghred Moukhtar Sayed

Last Name

Moawad

MiddleName

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Affiliation

PhD in accounting, faculty of commerce Ain Shams University.

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Volume

16

Article Issue

3

Related Issue

49811

Issue Date

2024-09-01

Receive Date

2024-09-01

Publish Date

2024-09-01

Page Start

110

Page End

145

Print ISSN

2682-2113

Online ISSN

2682-2121

Link

https://masf.journals.ekb.eg/article_374391.html

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https://masf.journals.ekb.eg/service?article_code=374391

Order

8

Type

المقالة الأصلية

Type Code

863

Publication Type

Journal

Publication Title

المجلة العلمية للدراسات والبحوث المالية والإدارية‎

Publication Link

https://masf.journals.ekb.eg/

MainTitle

Predicting the Foreign Exchange Rate with the Use of Big Data Analytics -Machine Learning-Based on Gold and Crude Oil (BDAEX) and its Impact on Cost Management

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Article

Created At

24 Dec 2024