The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.
ElBatanoni, E., Elrakaiby, M. (2024). The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.. EKB Journal Management System, 4(2), 200-217. doi: 10.21608/jdea.2023.250032.1044
Esraa ElBatanoni; Mohamed Elrakaiby. "The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.". EKB Journal Management System, 4, 2, 2024, 200-217. doi: 10.21608/jdea.2023.250032.1044
ElBatanoni, E., Elrakaiby, M. (2024). 'The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.', EKB Journal Management System, 4(2), pp. 200-217. doi: 10.21608/jdea.2023.250032.1044
ElBatanoni, E., Elrakaiby, M. The Role Of Artificial Neural Network Enhancing Predication for the Relation Between Financial Performance and Environmental and Social Responsibility Disclosure Index.. EKB Journal Management System, 2024; 4(2): 200-217. doi: 10.21608/jdea.2023.250032.1044

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

Journal of Desert and Environmental Agriculture
Article 1, Volume 4, Issue 2 - Serial Number 200, 2024, Page 200-217  XML PDF (1.63 MB)
Document Type: Original Research
DOI: 10.21608/jdea.2023.250032.1044
View on SCiNiTO View on SCiNiTO
Authors
Esraa ElBatanoni email 1; Mohamed Elrakaiby2
1Institute of Graduate Studies and Environmental Studies
2Faculty of Commerce, Damanhour University.
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..
Keywords
Neural network; Financial Perfomance; Artificial Intellegience; Environmental and Social Responsibility Disclosure Index
Statistics
Article View: 175
PDF Download: 271