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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...

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Main Authors: Sharum, Mohd Yunus, Abdullah, Muhammad Taufik, Sulaiman, Md. Nasir, Azmi Murad, Masrah Azrifah, Zainon Hamzah, Zaitul Azma
Format: Conference or Workshop Item
Language:English
Published: IEEE 2010
Online Access:http://psasir.upm.edu.my/id/eprint/47688/1/MALIM%20-%20a%20new%20computational%20approach%20of%20Malay%20morphology.pdf
http://psasir.upm.edu.my/id/eprint/47688/
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spelling my.upm.eprints.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
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
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.
format Conference or Workshop Item
author Sharum, Mohd Yunus
Abdullah, Muhammad Taufik
Sulaiman, Md. Nasir
Azmi Murad, Masrah Azrifah
Zainon Hamzah, Zaitul Azma
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
author_facet Sharum, Mohd Yunus
Abdullah, Muhammad Taufik
Sulaiman, Md. Nasir
Azmi Murad, Masrah Azrifah
Zainon Hamzah, Zaitul Azma
author_sort Sharum, Mohd Yunus
title MALIM - a new computational approach of Malay morphology
title_short 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_sort malim - a new computational approach of malay morphology
publisher IEEE
publishDate 2010
url http://psasir.upm.edu.my/id/eprint/47688/1/MALIM%20-%20a%20new%20computational%20approach%20of%20Malay%20morphology.pdf
http://psasir.upm.edu.my/id/eprint/47688/
_version_ 1643833952739262464
score 13.211869

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