S-Rater: data mining application in Islamic financial sector
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...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2014
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/44102/ http://irep.iium.edu.my/44102/1/44102.pdf http://irep.iium.edu.my/44102/4/44102_S-Rater_scopus.pdf |
| _version_ | 1848782554067369984 |
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| author | Kartiwi, Mira Arundina, Tika Omar, Mohd Azmi Gunawan, Teddy Surya |
| author_facet | Kartiwi, Mira Arundina, Tika Omar, Mohd Azmi Gunawan, Teddy Surya |
| author_sort | Kartiwi, Mira |
| building | IIUM Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T16:07:18Z |
| format | Proceeding Paper |
| id | iium-44102 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:07:18Z |
| publishDate | 2014 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-441022017-09-18T04:07:26Z http://irep.iium.edu.my/44102/ S-Rater: data mining application in Islamic financial sector Kartiwi, Mira Arundina, Tika Omar, Mohd Azmi Gunawan, Teddy Surya HG4001 Financial management. Business finance. Corporation finance. T58.5 Information technology 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. IEEE 2014 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/44102/1/44102.pdf application/pdf en http://irep.iium.edu.my/44102/4/44102_S-Rater_scopus.pdf 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. http://dx.doi.org/10.1109/ICT4M.2014.7020614 doi:10.1109/ICT4M.2014.7020614 |
| spellingShingle | HG4001 Financial management. Business finance. Corporation finance. T58.5 Information technology Kartiwi, Mira Arundina, Tika Omar, Mohd Azmi Gunawan, Teddy Surya S-Rater: data mining application in Islamic financial sector |
| title | S-Rater: data mining application in Islamic financial sector |
| title_full | S-Rater: data mining application in Islamic financial sector |
| title_fullStr | S-Rater: data mining application in Islamic financial sector |
| title_full_unstemmed | S-Rater: data mining application in Islamic financial sector |
| title_short | S-Rater: data mining application in Islamic financial sector |
| title_sort | s-rater: data mining application in islamic financial sector |
| topic | HG4001 Financial management. Business finance. Corporation finance. T58.5 Information technology |
| url | http://irep.iium.edu.my/44102/ http://irep.iium.edu.my/44102/ http://irep.iium.edu.my/44102/ http://irep.iium.edu.my/44102/1/44102.pdf http://irep.iium.edu.my/44102/4/44102_S-Rater_scopus.pdf |