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S-Rater: data mining application in Islamic financial sector

Kartiwi, Mira and Arundina, Tika and Omar, Mohd Azmi and Gunawan, Teddy Surya (2014) S-Rater: data mining application in Islamic financial sector. In: 2014 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2014), 17-19 November 2014, Kuching, Sarawak, Malaysia.

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Abstract

Islamic finance and capital market is one of the fastest growing segments of international financial markets. Recent innovations in Islamic finance and capital market have changed the terrain of the landscape of the financial industry. One of them is Islamic securities which are known as Sukuk. The use of Sukuk as the alternative to the existing conventional bond, has become increasingly popular in the last few years. They are used as a means of raising government finance through sovereign Sukuk issues, and means through which companies raise funds by issuing corporate Sukuk. In addition, theoretically there should be some differences in rating methodologies for bond and Sukuk because these two instruments are different in nature. Thus, it is the aim of this study to identify the important determinants in Sukuk Rating using data mining approach. The final model is then implemented into web application, called S-Rater.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 6326/44102
Uncontrolled Keywords: data mining; decision tree; applications; sukuk; Islamic financial sector
Subjects: H Social Sciences > HG Finance > HG4001 Financial management. Business finance. Corporation finance.
T Technology > T Technology (General) > T55.4 Industrial engineering.Management engineering. > T58.5 Information technology
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Dr. Mira Kartiwi
Date Deposited: 06 Aug 2015 15:56
Last Modified: 18 Sep 2017 12:07
URI: http://irep.iium.edu.my/id/eprint/44102

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