Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules

Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecti...

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Formato:	article
Lenguaje:	EN
Publicado:	Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Perlis 2021
Materias:	Probabilities. Mathematical statistics QA273-280 Technology T Technology (General) T1-995
Acceso en línea:	https://doaj.org/article/99534a36a7f04e9daee5524e3536fc52
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id	oai:doaj.org-article:99534a36a7f04e9daee5524e3536fc52
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spelling	oai:doaj.org-article:99534a36a7f04e9daee5524e3536fc522021-11-06T02:20:36ZDetection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules2600-8793https://doaj.org/article/99534a36a7f04e9daee5524e3536fc522021-09-01T00:00:00Zhttp://repeater.my/index.php/jcrinn/article/view/206https://doaj.org/toc/2600-8793 Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecting Malay compound word. Thus, this study is done to improve accuracy towards adjective compound words. Training data is used in this study was Malay story books. Digitization data of Malay story book is used in this study. Then, the pre-processing method involved tokenization, stemming, bi-gram and part-of-speech (POS) tagging has been applied to produce the candidate compound word. Applying the enhanced syntactic rules shown the precision result is 70.3% through this study. Thus, this study will contribute to the academic research in improvise the issues on searching and document summarization application. Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA PerlisarticleProbabilities. Mathematical statisticsQA273-280TechnologyTTechnology (General)T1-995ENJournal of Computing Research and Innovation, Vol 6, Iss 2 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Probabilities. Mathematical statistics QA273-280 Technology T Technology (General) T1-995
spellingShingle	Probabilities. Mathematical statistics QA273-280 Technology T Technology (General) T1-995 Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
description	Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecting Malay compound word. Thus, this study is done to improve accuracy towards adjective compound words. Training data is used in this study was Malay story books. Digitization data of Malay story book is used in this study. Then, the pre-processing method involved tokenization, stemming, bi-gram and part-of-speech (POS) tagging has been applied to produce the candidate compound word. Applying the enhanced syntactic rules shown the precision result is 70.3% through this study. Thus, this study will contribute to the academic research in improvise the issues on searching and document summarization application.
format	article
title	Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
title_short	Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
title_full	Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
title_fullStr	Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
title_full_unstemmed	Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
title_sort	detection of adjective compound word in malay language using enhanced syntactic rules
publisher	Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Perlis
publishDate	2021
url	https://doaj.org/article/99534a36a7f04e9daee5524e3536fc52
_version_	1718443995993997312

Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules

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