Using Artificial Neural Networks to Support Financial Sponsorship Classification Decision (Applied on Charities in Aleppo)

Authors

  • محمد لؤي عبد الرزاق دهان | Mohamed Loay Abdulrazak Dahhan Aleppo University
  • ياسر عبد الله الموسى | Yasser Al-Mousa Aleppo University

Keywords:

Neural Network, Discriminant Analysis, Classification, Charities.

Abstract

This paper aims to build a model using the artificial neural network (ANN) to help decision makers to decide the classification of financial guarantees in charities in Aleppo. By using the descriptive analytical method and building a multi - layered neural network based on multivariate database of different kind and nature, and comparing the result with Discriminant Analysis as one of the most Classification methods. This study was applied to a number of charities in Aleppo affiliated to the Union of charities for the years 2016 - 2019, which contain the section of financial guarantees. The study found that the importance of using the neural network in making decision to classify financial guarantees in charities, where the correct rating in classification which was clearly higher than the discriminant analysis. In addition, the study showed the importance of the variables of age and the number of sponsored to make a decision, which leads to making decisions with the highest rate and in a timely manner.

 

 

 

DOI: 10.33977/1760-005-013-010

Author Biographies

محمد لؤي عبد الرزاق دهان | Mohamed Loay Abdulrazak Dahhan, Aleppo University

طالب دراسات عليا (دكتوراه) في نظم المعلومات الادارية - كلية الاقتصاد - جامعة حلب، التخصص الدقيق: تطبيقات ذكاء صنعي

ياسر عبد الله الموسى | Yasser Al-Mousa, Aleppo University

عضو هيئة تدريس برتبة أستاذ دكتور - قسم الاحصاء ونظم المعلومات - كلية الاقتصاد - جامعة حلب، التخصص: لغات الحاسب الالكتروني

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Published

2020-06-22

How to Cite

دهان | Mohamed Loay Abdulrazak Dahhan م. ل. ع. ا., & الموسى | Yasser Al-Mousa ي. ع. ا. (2020). Using Artificial Neural Networks to Support Financial Sponsorship Classification Decision (Applied on Charities in Aleppo). Al-Quds Open University for Administrative & Economic Research & Studies, 5(13). Retrieved from https://journals.qou.edu/index.php/eqtsadia/article/view/2867

Issue

Vol. 5 No. 13 (2020): مجلة جامعة القدس المفتوحة للبحوث الإدارية والاقتصادية

Section

الأبحاث

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