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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Sharum, M.Y. Abdullah, M.T. Sulaiman, M.N. Murad, M.A.A. Hamzah, Z.A.Z. |
| Copyright Year | 2010 |
| Description | Author affiliation: Faculty of Computer Science and Information Tech., Universiti Putra Malaysia, Selangor, Malaysia (Sharum, M.Y.; Abdullah, M.T.; Sulaiman, M.N.; Murad, M.A.A.) || Faculty of Modern Language and Communication, Universiti Putra Malaysia, Selangor, Malaysia (Hamzah, Z.A.Z.) |
| 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. |
| Starting Page | 837 |
| Ending Page | 843 |
| File Size | 1397515 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781424467150 |
| ISSN | 2155899X |
| e-ISBN | 9781424467181 |
| DOI | 10.1109/ITSIM.2010.5561561 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-06-15 |
| Publisher Place | Malaysia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Computational Morphology Morphological Analysis Morphology Reliability theory Malay Language |
| Content Type | Text |
| Resource Type | Article |
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