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357717

The Role Of Decision Tree in Enhancing Predication for the Relation Between Earnings Persistence and Environmental Sustainability Disclosure Indexز

Article

Last updated: 04 Jan 2025

Subjects

-

Tags

Economic, social, and philosophical aspects of sustainable agriculture

Abstract

The researcher aimed in this research is to test the effect of artificial intelligence tools, represented by the decision tree, on the accuracy of the relationship between the continuity of profits and the index of disclosure of sustainable development for Egyptian companies. Through a sample of 72 companies, the researcher reached the ability of the tree to accurately interpret the change in disclosure of current sustainable development, as proven. A t-test for CPU training time showed that all classifiers were shown to have significantly lower CPU time (data processing speed) for this model after using the Artificial Intelligence tools. Which indicates the importance and efficiency of the model using the decision tree as one of the Artificial Intelligence tool based on sample of Egyptian Companies in interpreting the relationship on the accuracy of the relationship between the continuity of profits and the index of disclosure of sustainable development for Egyptian companies.

DOI

10.21608/jdea.2023.250034.1045

Keywords

Artificial Intellegience, Decision Tree, Earnings persistance, Environmental Sustainability Disclosure Index

Authors

First Name

Esraa

Last Name

ElBatanoni

MiddleName

-

Affiliation

Institute of Graduate Studies and Environmental Studies

Email

esraaelbatanoni@gmail.com

City

-

Orcid

-

First Name

Mohamed

Last Name

Elrakaiby

MiddleName

-

Affiliation

Faculty of Commerce, Damanhour University

Email

elrakaibymohamed@gmail.com

City

Damanhour

Orcid

-

Volume

4

Article Issue

2

Related Issue

48100

Issue Date

2024-06-01

Receive Date

2023-11-20

Publish Date

2024-06-01

Page Start

218

Page End

232

Online ISSN

2735-4709

Link

https://jdea.journals.ekb.eg/article_357717.html

Detail API

https://jdea.journals.ekb.eg/service?article_code=357717

Order

2

Type

Original Research

Type Code

1,575

Publication Type

Journal

Publication Title

Journal of Desert and Environmental Agriculture

Publication Link

https://jdea.journals.ekb.eg/

MainTitle

The Role Of Decision Tree in Enhancing Predication for the Relation Between Earnings Persistence and Environmental Sustainability Disclosure Indexز

Details

Type

Article

Created At

27 Dec 2024