Word stemming methods for the Malay language: a review
Abstract View references (29) Word stemmer is a preprocessing component that has been widely used in many artificial intelligence applications for reducing derived words to their respective root words. There are many existing Malay word stemmers that have been developed to stem affixation words by...
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| Format: | Article |
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American Scientific Publishers
2017
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| _version_ | 1796863148212355072 |
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| author | Kassim, Mohamad Nizam Maarof, Mohd. Aizaini Zainal, Anazida Abdul Wahab, Amirudin |
| author_facet | Kassim, Mohamad Nizam Maarof, Mohd. Aizaini Zainal, Anazida Abdul Wahab, Amirudin |
| author_sort | Kassim, Mohamad Nizam |
| collection | ePrints |
| description | Abstract View references (29) Word stemmer is a preprocessing component that has been widely used in many artificial intelligence applications for reducing derived words to their respective root words. There are many existing Malay word stemmers that have been developed to stem affixation words by using various word stemming methods. Therefore, this paper describes the research trends of the existing Malay word stemmers based on morphological structures of Malay language, general word stemming methods and adopted word stemming methods used in the existing word stemmers. Hence, this paper serves as a preliminary reference for improving the existing Malay word stemmers. |
| first_indexed | 2024-03-05T20:22:22Z |
| format | Article |
| id | utm.eprints-80108 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T20:22:22Z |
| publishDate | 2017 |
| publisher | American Scientific Publishers |
| record_format | dspace |
| spelling | utm.eprints-801082019-03-05T01:51:29Z http://eprints.utm.my/80108/ Word stemming methods for the Malay language: a review Kassim, Mohamad Nizam Maarof, Mohd. Aizaini Zainal, Anazida Abdul Wahab, Amirudin QA75 Electronic computers. Computer science Abstract View references (29) Word stemmer is a preprocessing component that has been widely used in many artificial intelligence applications for reducing derived words to their respective root words. There are many existing Malay word stemmers that have been developed to stem affixation words by using various word stemming methods. Therefore, this paper describes the research trends of the existing Malay word stemmers based on morphological structures of Malay language, general word stemming methods and adopted word stemming methods used in the existing word stemmers. Hence, this paper serves as a preliminary reference for improving the existing Malay word stemmers. American Scientific Publishers 2017 Article PeerReviewed Kassim, Mohamad Nizam and Maarof, Mohd. Aizaini and Zainal, Anazida and Abdul Wahab, Amirudin (2017) Word stemming methods for the Malay language: a review. Advanced Science Letters, 23 (2). pp. 695-698. ISSN 1936-6612 http://dx.doi.org/10.1166/asl.2017.7446 DOI:10.1166/asl.2017.7446 |
| spellingShingle | QA75 Electronic computers. Computer science Kassim, Mohamad Nizam Maarof, Mohd. Aizaini Zainal, Anazida Abdul Wahab, Amirudin Word stemming methods for the Malay language: a review |
| title | Word stemming methods for the Malay language: a review |
| title_full | Word stemming methods for the Malay language: a review |
| title_fullStr | Word stemming methods for the Malay language: a review |
| title_full_unstemmed | Word stemming methods for the Malay language: a review |
| title_short | Word stemming methods for the Malay language: a review |
| title_sort | word stemming methods for the malay language a review |
| topic | QA75 Electronic computers. Computer science |
| work_keys_str_mv | AT kassimmohamadnizam wordstemmingmethodsforthemalaylanguageareview AT maarofmohdaizaini wordstemmingmethodsforthemalaylanguageareview AT zainalanazida wordstemmingmethodsforthemalaylanguageareview AT abdulwahabamirudin wordstemmingmethodsforthemalaylanguageareview |