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Rules frequency order stemmer for Malay language.


Citation

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

Abstract

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.


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Official URL: http://ijcsns.org/

Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
Publisher: International Journal of Computer Science and Network Security (IJCSNS)
Keywords: Stemming; Stemmer; Information retrieval; Malay language.
Depositing User: Nida Hidayati Ghazali
Date Deposited: 11 Feb 2014 07:54
Last Modified: 16 Nov 2015 09:02
URI: http://psasir.upm.edu.my/id/eprint/17738
Statistic Details: View Download Statistic

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