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Rules frequency order stemmer for Malay language.

The importance of stemmer is obvious with the advent of effective information retrieval systems. Unfortunately, Malay stemming problems are difficult to solve due to complexity of words morphology. The Rules Application Order (RAO)stemmer is examined for enhancing performance to minimize the percen...

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Main Authors: Abdullah, Muhammad Taufik, Ahmad, Fatimah, Mahmod, Ramlan, Tengku Sembok, Tengku Mohd
Format: Article
Language:English
English
Published: International Journal of Computer Science and Network Security (IJCSNS) 2009
Online Access:http://psasir.upm.edu.my/id/eprint/17738/1/Rules%20frequency%20order%20stemmer%20for%20Malay%20language.pdf
http://psasir.upm.edu.my/id/eprint/17738/
http://ijcsns.org/
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spelling my.upm.eprints.177382015-11-16T09:02:03Z http://psasir.upm.edu.my/id/eprint/17738/ Rules frequency order stemmer for Malay language. Abdullah, Muhammad Taufik Ahmad, Fatimah Mahmod, Ramlan Tengku Sembok, Tengku Mohd The importance of stemmer is obvious with the advent of effective information retrieval systems. Unfortunately, Malay stemming problems are difficult to solve due to complexity of words morphology. The Rules Application Order (RAO)stemmer is examined for enhancing performance to minimize the percentage of stemming errors. This paper presents a stemming approach called Rules Frequency Order (RFO). RFO rearranges the stemming rules according to the frequency of their usage from the previous execution. It shows that the approach provides a higher percentage of stemming correctness as compared to RAO stemming approach. International Journal of Computer Science and Network Security (IJCSNS) 2009-02 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/17738/1/Rules%20frequency%20order%20stemmer%20for%20Malay%20language.pdf Abdullah, Muhammad Taufik and Ahmad, Fatimah and Mahmod, Ramlan and Tengku Sembok, Tengku Mohd (2009) Rules frequency order stemmer for Malay language. International Journal of Computer Science and Network Security, 9 (2). pp. 433-438. ISSN 1738-7906 http://ijcsns.org/ English
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
English
description The importance of stemmer is obvious with the advent of effective information retrieval systems. Unfortunately, Malay stemming problems are difficult to solve due to complexity of words morphology. The Rules Application Order (RAO)stemmer is examined for enhancing performance to minimize the percentage of stemming errors. This paper presents a stemming approach called Rules Frequency Order (RFO). RFO rearranges the stemming rules according to the frequency of their usage from the previous execution. It shows that the approach provides a higher percentage of stemming correctness as compared to RAO stemming approach.
format Article
author Abdullah, Muhammad Taufik
Ahmad, Fatimah
Mahmod, Ramlan
Tengku Sembok, Tengku Mohd
spellingShingle Abdullah, Muhammad Taufik
Ahmad, Fatimah
Mahmod, Ramlan
Tengku Sembok, Tengku Mohd
Rules frequency order stemmer for Malay language.
author_facet Abdullah, Muhammad Taufik
Ahmad, Fatimah
Mahmod, Ramlan
Tengku Sembok, Tengku Mohd
author_sort Abdullah, Muhammad Taufik
title Rules frequency order stemmer for Malay language.
title_short Rules frequency order stemmer for Malay language.
title_full Rules frequency order stemmer for Malay language.
title_fullStr Rules frequency order stemmer for Malay language.
title_full_unstemmed Rules frequency order stemmer for Malay language.
title_sort rules frequency order stemmer for malay language.
publisher International Journal of Computer Science and Network Security (IJCSNS)
publishDate 2009
url http://psasir.upm.edu.my/id/eprint/17738/1/Rules%20frequency%20order%20stemmer%20for%20Malay%20language.pdf
http://psasir.upm.edu.my/id/eprint/17738/
http://ijcsns.org/
_version_ 1643826609529028608
score 13.18916

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