Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus

This research concerns a study of stemming algorithm for Malay words begin with alphabet 'M'. This research involves a Malay stemming approach called Rules-Application-Order (RAO). The performance of this Malay stemming algorithm is tested using the test collection of 1066 words that start...

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Main Author:	Mohd Yunus, Mohd Zawawi
Format:	Thesis
Language:	English
Published:	2000
Subjects:	Analysis
Online Access:	https://ir.uitm.edu.my/id/eprint/98081/1/98081.pdf
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id	my-uitm-ir.98081
record_format	uketd_dc
spelling	my-uitm-ir.980812024-07-28T16:10:22Z Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus 2000 Mohd Yunus, Mohd Zawawi Analysis This research concerns a study of stemming algorithm for Malay words begin with alphabet 'M'. This research involves a Malay stemming approach called Rules-Application-Order (RAO). The performance of this Malay stemming algorithm is tested using the test collection of 1066 words that starts with the letter 'M' that have been extracted from 6236 Malay Quran documents. It also used 24 different combinations of Malay affixes that consist of prefix, prefix-suffix, suffix and infix. The results are obtained from the experiments that use the four rules and it combination. The type of errors found in the stemming algorithm is overstemmed, understemmed, spelling exception and unstemmed. These stemming algorithm problems will be solved by doing five experiments such as analysis the existing algorithm, do correction in the file, adding rules, correct the stemming algorithm and use two combination rules. The results of the experiments will show that the algorithm has successfully stemmed all Malay words begin with alphabet 'M' that extracted from Quran documents. 2000 Thesis https://ir.uitm.edu.my/id/eprint/98081/ https://ir.uitm.edu.my/id/eprint/98081/1/98081.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Information Technology and Quantitative Sciences Abu Bakar, Zainab
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Abu Bakar, Zainab
topic	Analysis
spellingShingle	Analysis Mohd Yunus, Mohd Zawawi Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
description	This research concerns a study of stemming algorithm for Malay words begin with alphabet 'M'. This research involves a Malay stemming approach called Rules-Application-Order (RAO). The performance of this Malay stemming algorithm is tested using the test collection of 1066 words that starts with the letter 'M' that have been extracted from 6236 Malay Quran documents. It also used 24 different combinations of Malay affixes that consist of prefix, prefix-suffix, suffix and infix. The results are obtained from the experiments that use the four rules and it combination. The type of errors found in the stemming algorithm is overstemmed, understemmed, spelling exception and unstemmed. These stemming algorithm problems will be solved by doing five experiments such as analysis the existing algorithm, do correction in the file, adding rules, correct the stemming algorithm and use two combination rules. The results of the experiments will show that the algorithm has successfully stemmed all Malay words begin with alphabet 'M' that extracted from Quran documents.
format	Thesis
qualification_level	Bachelor degree
author	Mohd Yunus, Mohd Zawawi
author_facet	Mohd Yunus, Mohd Zawawi
author_sort	Mohd Yunus, Mohd Zawawi
title	Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
title_short	Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
title_full	Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
title_fullStr	Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
title_full_unstemmed	Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus
title_sort	study of stemming algorithm for malay words which begin with alphabets 'm' / mohd zawawi mohd yunus
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Information Technology and Quantitative Sciences
publishDate	2000
url	https://ir.uitm.edu.my/id/eprint/98081/1/98081.pdf
_version_	1811768886112026624

Study of stemming algorithm for Malay words which begin with alphabets 'M' / Mohd Zawawi Mohd Yunus

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