Financial development indicators : a comparative study between Lebanon and middle east countries based on data mining techniques

المؤلفون المشاركون

al-Katat, Suha
Kalaksh, Ali
Kalaksh, Maryam
Hamad, Dinis

المصدر

The International Arab Journal of Information Technology

العدد

المجلد 16، العدد 3A (s) (31 ديسمبر/كانون الأول 2019)، ص ص. 499-505، 7ص.

الناشر

جامعة الزرقاء عمادة البحث العلمي

تاريخ النشر

2019-12-31

دولة النشر

الأردن

عدد الصفحات

7

التخصصات الرئيسية

الاقتصاد و التجارة

الملخص EN

Fighting poverty is one of the main objectives of sustainable development program.

In a country like Lebanon, where poverty is a real threat and hidden under a good living looking, the situation should be explored in depth.

This paper aims to evaluate the position of Lebanon compared to other Middle East countries in sustainable development.

Furthermore, our goal is to reveal the power and weaknesses of resources management, based on income and non-income indicators retrieved from World data bank.

For this purpose, we adopted a combination of data mining techniques as tools to study the relationship between these indicators.

The K-means clustering technique is used to define the different levels of living.

In order to extract the most relevant non-income indicators to our study, information gain as feature selection technique was applied.

Finally, k-Nearest Neighbor (KNN) classification technique was used for the predicting model

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

al-Katat, Suha& Kalaksh, Ali& Kalaksh, Maryam& Hamad, Dinis. 2019. Financial development indicators : a comparative study between Lebanon and middle east countries based on data mining techniques. The International Arab Journal of Information Technology،Vol. 16, no. 3A (s), pp.499-505.
https://search.emarefa.net/detail/BIM-931849

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

al-Katat, Suha…[et al.]. Financial development indicators : a comparative study between Lebanon and middle east countries based on data mining techniques. The International Arab Journal of Information Technology Vol. 16, no. 3A (Special issue) (2019), pp.499-505.
https://search.emarefa.net/detail/BIM-931849

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

al-Katat, Suha& Kalaksh, Ali& Kalaksh, Maryam& Hamad, Dinis. Financial development indicators : a comparative study between Lebanon and middle east countries based on data mining techniques. The International Arab Journal of Information Technology. 2019. Vol. 16, no. 3A (s), pp.499-505.
https://search.emarefa.net/detail/BIM-931849

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 504-505

رقم السجل

BIM-931849