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Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy

A lexicon is the source of specific knowledge about individual words in the language which also known as the heart of language processing system. This research will focus on construction of a computational lexicon model for Malay Language that involved computational study of the form and behaviour o...

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Main Author: Hasmy, Harshida
Format: Thesis
Language:English
Published: 2016
Online Access:http://ir.uitm.edu.my/id/eprint/17764/2/TM_HARSHIDA%20HASMY%20CS%2016_5.pdf
http://ir.uitm.edu.my/id/eprint/17764/
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spelling my.uitm.ir.177642019-02-06T07:29:15Z http://ir.uitm.edu.my/id/eprint/17764/ Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy Hasmy, Harshida A lexicon is the source of specific knowledge about individual words in the language which also known as the heart of language processing system. This research will focus on construction of a computational lexicon model for Malay Language that involved computational study of the form and behaviour of words. This research also includes study on morphological arrangement of Malay affixation process which includes prefixes, suffixes, circumfixes and infixes with the intention of constructing a collection of new Malay lexicons that will be automatically constructed from a single root word. This research conducted experiments on 2101 root words found in the Malay translated Quranic documents. The words then experimented with Malay affixation rules using the affixed words analyser. Numerous new words are constructed from a single root word with the word classes using the affixed words analyser by adding 52 affixes rules which consists of 20 prefixes, 3 suffixes, 25 circumfixes, and 4 infixes to the root word. Nevertheless, proper names need to be extracted from the list and this is done by recognising and removing particular name entities. Finally, each new word is then compared with current Malay dictionary to ensure whether the word generated is currently being used or it is a new generated new word. Results from this analysis open opportunity to construct new Malay word variant to enrich the Malay lexicon and may help to support more efficient method for any related Malay language computer linguistic analysis particularly any research on Malay Quranic translation documents. 2016 Thesis NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/17764/2/TM_HARSHIDA%20HASMY%20CS%2016_5.pdf Hasmy, Harshida (2016) Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy. Masters thesis, Universiti Teknologi MARA.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description A lexicon is the source of specific knowledge about individual words in the language which also known as the heart of language processing system. This research will focus on construction of a computational lexicon model for Malay Language that involved computational study of the form and behaviour of words. This research also includes study on morphological arrangement of Malay affixation process which includes prefixes, suffixes, circumfixes and infixes with the intention of constructing a collection of new Malay lexicons that will be automatically constructed from a single root word. This research conducted experiments on 2101 root words found in the Malay translated Quranic documents. The words then experimented with Malay affixation rules using the affixed words analyser. Numerous new words are constructed from a single root word with the word classes using the affixed words analyser by adding 52 affixes rules which consists of 20 prefixes, 3 suffixes, 25 circumfixes, and 4 infixes to the root word. Nevertheless, proper names need to be extracted from the list and this is done by recognising and removing particular name entities. Finally, each new word is then compared with current Malay dictionary to ensure whether the word generated is currently being used or it is a new generated new word. Results from this analysis open opportunity to construct new Malay word variant to enrich the Malay lexicon and may help to support more efficient method for any related Malay language computer linguistic analysis particularly any research on Malay Quranic translation documents.
format Thesis
author Hasmy, Harshida
spellingShingle Hasmy, Harshida
Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
author_facet Hasmy, Harshida
author_sort Hasmy, Harshida
title Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
title_short Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
title_full Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
title_fullStr Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
title_full_unstemmed Construction model of new Malay language lexicons using morphological affixed rules / Harshida Hasmy
title_sort construction model of new malay language lexicons using morphological affixed rules / harshida hasmy
publishDate 2016
url http://ir.uitm.edu.my/id/eprint/17764/2/TM_HARSHIDA%20HASMY%20CS%2016_5.pdf
http://ir.uitm.edu.my/id/eprint/17764/
_version_ 1685648988428042240
score 13.211869

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