MALIM - a new computational approach of Malay morphology
Malay is categorized as an Austronesian language, a group which also contains Bahasa Indonesia and Tagalog. Quite number of morphological analyzers has been developed for Malay, including based on two-level formalism, stemming/conflation model, or even specific model. The obvious weaknesses are inco...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2010
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| Online Access: | http://psasir.upm.edu.my/id/eprint/47688/ http://psasir.upm.edu.my/id/eprint/47688/1/MALIM%20-%20a%20new%20computational%20approach%20of%20Malay%20morphology.pdf |
| _version_ | 1848850879400116224 |
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| author | Sharum, Mohd Yunus Abdullah, Muhammad Taufik Sulaiman, Md. Nasir Azmi Murad, Masrah Azrifah Zainon Hamzah, Zaitul Azma |
| author_facet | Sharum, Mohd Yunus Abdullah, Muhammad Taufik Sulaiman, Md. Nasir Azmi Murad, Masrah Azrifah Zainon Hamzah, Zaitul Azma |
| author_sort | Sharum, Mohd Yunus |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Malay is categorized as an Austronesian language, a group which also contains Bahasa Indonesia and Tagalog. Quite number of morphological analyzers has been developed for Malay, including based on two-level formalism, stemming/conflation model, or even specific model. The obvious weaknesses are incompleteness and incapability of handling ambiguity which affect the accuracy of analysis. So we introduced a new technique called S-A-P-I to handle them in our analyzer - MALIM. In this paper we describe about MALIM and the empirical study to its usage. Our results proved that by using our technique increase the accuracy of morphological analysis up to 98.99% which covers 99.99% of sample data. Thus we believe this approach is the most suitable in handling morphological analysis for Malay. |
| first_indexed | 2025-11-15T10:13:18Z |
| format | Conference or Workshop Item |
| id | upm-47688 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:13:18Z |
| publishDate | 2010 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-476882019-05-27T02:40:46Z http://psasir.upm.edu.my/id/eprint/47688/ MALIM - a new computational approach of Malay morphology Sharum, Mohd Yunus Abdullah, Muhammad Taufik Sulaiman, Md. Nasir Azmi Murad, Masrah Azrifah Zainon Hamzah, Zaitul Azma Malay is categorized as an Austronesian language, a group which also contains Bahasa Indonesia and Tagalog. Quite number of morphological analyzers has been developed for Malay, including based on two-level formalism, stemming/conflation model, or even specific model. The obvious weaknesses are incompleteness and incapability of handling ambiguity which affect the accuracy of analysis. So we introduced a new technique called S-A-P-I to handle them in our analyzer - MALIM. In this paper we describe about MALIM and the empirical study to its usage. Our results proved that by using our technique increase the accuracy of morphological analysis up to 98.99% which covers 99.99% of sample data. Thus we believe this approach is the most suitable in handling morphological analysis for Malay. IEEE 2010 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/47688/1/MALIM%20-%20a%20new%20computational%20approach%20of%20Malay%20morphology.pdf Sharum, Mohd Yunus and Abdullah, Muhammad Taufik and Sulaiman, Md. Nasir and Azmi Murad, Masrah Azrifah and Zainon Hamzah, Zaitul Azma (2010) MALIM - a new computational approach of Malay morphology. In: International Symposium on Information Technology (ITSim'10), 15-17 June 2010, Kuala Lumpur Convention Centre, Kuala Lumpur. (pp. 837-843). 10.1109/ITSIM.2010.5561561 |
| spellingShingle | Sharum, Mohd Yunus Abdullah, Muhammad Taufik Sulaiman, Md. Nasir Azmi Murad, Masrah Azrifah Zainon Hamzah, Zaitul Azma MALIM - a new computational approach of Malay morphology |
| title | MALIM - a new computational approach of Malay morphology |
| title_full | MALIM - a new computational approach of Malay morphology |
| title_fullStr | MALIM - a new computational approach of Malay morphology |
| title_full_unstemmed | MALIM - a new computational approach of Malay morphology |
| title_short | MALIM - a new computational approach of Malay morphology |
| title_sort | malim - a new computational approach of malay morphology |
| url | http://psasir.upm.edu.my/id/eprint/47688/ http://psasir.upm.edu.my/id/eprint/47688/ http://psasir.upm.edu.my/id/eprint/47688/1/MALIM%20-%20a%20new%20computational%20approach%20of%20Malay%20morphology.pdf |