Citation
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).
Abstract
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.
Download File
Additional Metadata
Actions (login required)
 |
View Item |
