Financial development indicators : a comparative study between Lebanon and middle east countries based on data mining techniques
Joint Authors
al-Katat, Suha
Kalaksh, Ali
Kalaksh, Maryam
Hamad, Dinis
Source
The International Arab Journal of Information Technology
Issue
Vol. 16, Issue 3A (s) (31 Dec. 2019), pp.499-505, 7 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2019-12-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Abstract 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
American Psychological Association (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
Modern Language Association (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
American Medical Association (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
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 504-505
Record ID
BIM-931849