Word stemming challenges in Malay texts: a literature review
Word stemming algorithm is used in artificial intelligence applications to stem derived words to their respective root words. Even though there are many existing words stemming algorithms for the Malay language have been proposed in the past years, there is still a need for an effective word stemmin...
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Institute of Electrical and Electronics Engineers Inc.
2016
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my.utm.730812017-11-29T23:58:39Z http://eprints.utm.my/id/eprint/73081/ Word stemming challenges in Malay texts: a literature review Kassim, M. N. Maarof, M. A. Zainal, A. Wahab, A. A. QA75 Electronic computers. Computer science Word stemming algorithm is used in artificial intelligence applications to stem derived words to their respective root words. Even though there are many existing words stemming algorithms for the Malay language have been proposed in the past years, there is still a need for an effective word stemming algorithm to address word stemming challenges due to the complexity of Malay language. Thus, this paper will highlight three main word stemming challenges in the existing word stemming algorithms namely morphological rules of Malay language, word patterns in digital Malay texts and word stemming evaluation. Hence, these stemming challenges will be considered in future development of an effective word stemming algorithms for the Malay language. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item PeerReviewed Kassim, M. N. and Maarof, M. A. and Zainal, A. and Wahab, A. A. (2016) Word stemming challenges in Malay texts: a literature review. In: 4th International Conference on Information and Communication Technology, ICoICT 2016, 25 May 2016 through 27 May 2016, Indonesia. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84992159871&doi=10.1109%2fICoICT.2016.7571887&partnerID=40&md5=01b187fded8720a6095b412147e367ae |
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QA75 Electronic computers. Computer science Kassim, M. N. Maarof, M. A. Zainal, A. Wahab, A. A. Word stemming challenges in Malay texts: a literature review |
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Word stemming algorithm is used in artificial intelligence applications to stem derived words to their respective root words. Even though there are many existing words stemming algorithms for the Malay language have been proposed in the past years, there is still a need for an effective word stemming algorithm to address word stemming challenges due to the complexity of Malay language. Thus, this paper will highlight three main word stemming challenges in the existing word stemming algorithms namely morphological rules of Malay language, word patterns in digital Malay texts and word stemming evaluation. Hence, these stemming challenges will be considered in future development of an effective word stemming algorithms for the Malay language. |
format |
Conference or Workshop Item |
author |
Kassim, M. N. Maarof, M. A. Zainal, A. Wahab, A. A. |
author_facet |
Kassim, M. N. Maarof, M. A. Zainal, A. Wahab, A. A. |
author_sort |
Kassim, M. N. |
title |
Word stemming challenges in Malay texts: a literature review |
title_short |
Word stemming challenges in Malay texts: a literature review |
title_full |
Word stemming challenges in Malay texts: a literature review |
title_fullStr |
Word stemming challenges in Malay texts: a literature review |
title_full_unstemmed |
Word stemming challenges in Malay texts: a literature review |
title_sort |
word stemming challenges in malay texts: a literature review |
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Institute of Electrical and Electronics Engineers Inc. |
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2016 |
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http://eprints.utm.my/id/eprint/73081/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-84992159871&doi=10.1109%2fICoICT.2016.7571887&partnerID=40&md5=01b187fded8720a6095b412147e367ae |
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1643656570230276096 |
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13.159267 |