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357714

The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.

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 Artificial Neural Networks, On The Accuracy Of Improving The Prediction Accuracy Of The Relationship Between Financial Performance And The Indicator Of Disclosure Of Environmental And Social Responsibility For Egyptian Companies. Through A Sample Of 72 Egyptian listed Companies, The Researcher Reached The Ability Of Multilayer percepton with one hidden layer network for Artificial Neural Networks In Explaining The Relationship Between Financial Performance. The Environmental And Social Responsibility Is Accurately Disclosed, And The T-Test For CPU Training Time Proves That All Classifiers Have Proven To Have Significantly Lower CPU Time (Data Processing Speed) For This Model After Using Artificial Intelligence Tools. Which Indicates The Importance And Efficiency Of The Model Using Artificial Neural Networks In Interpreting The Relationship between Financial Performance And The Indicator Of Disclosure Of Environmental And Social Responsibility For Egyptian Companies..

DOI

10.21608/jdea.2023.250032.1044

Keywords

Neural network, Financial Perfomance, Artificial Intellegience, Environmental and Social Responsibility 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

200

Page End

217

Online ISSN

2735-4709

Link

https://jdea.journals.ekb.eg/article_357714.html

Detail API

https://jdea.journals.ekb.eg/service?article_code=357714

Order

1

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 Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.

Details

Type

Article

Created At

27 Dec 2024