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Searching Malay text using stemming algorithm


Saian, Rizauddin and Ku-Mahamud, Ku Ruhana (2004) Searching Malay text using stemming algorithm. Journal of Information and Communication Technology, 3 (2). pp. 107-117. ISSN 2180-3862

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Abstract

Stemming is an important process to improve performance of a search engine by reducing the variant word forms to common forms. This paper evaluates the retrieval effectiveness of stemming algorithm in searching and retrieving relevant Malay web pages based on user natural query words. The retrieved web pages are weighted and ranked using inverse document frequency function. The retrieval effectiveness is measured using standard recall and precision. Experiments performed show that searching with stemming improves retrieval effectiveness when compared to searching without stemming algorithm.

Item Type: Article
Uncontrolled Keywords: Stemming, information 'retrieval', retrieval effectiveness
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 21 Feb 2011 04:02
Last Modified: 16 Jan 2013 04:32
URI: http://repo.uum.edu.my/id/eprint/2304

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