IMPLEMENTATION OF PORTER’S MODIFIED STEMMING ALGORITHM IN AN INDONESIAN WORD ERROR DETECTION PLUGIN APPLICATION

Widjaja, Marsel and Hansun, Seng (2015) IMPLEMENTATION OF PORTER’S MODIFIED STEMMING ALGORITHM IN AN INDONESIAN WORD ERROR DETECTION PLUGIN APPLICATION. International Journal of Technology, 6 (2). ISSN 2086-9614

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Abstract

Stemming is a process of finding the root of a word with some omission stages of prefixes and suffixes. Stemming for each language varies depending on the morphology of the language. Stemming has widely been used as a complementary stage in many activities related to a word or phrase. With so many stemming utilizations, numerous algorithms have been developed to conduct the stemming process. In this study, the authors would like to develop, improve, and implement Porter’s stemming algorithm in a word error detector plugin application. The test results have shown that the modified Porter’s stemming algorithm produces more accurate results in the analysis than Porter’s original stemming algorithm with an average difference in precision of about 3%.

Item Type: Article
Subjects: 000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems > 005 Computer Programming
400 Language > 490 Other language
Divisions: Fakultas Teknik Informatika > Program Studi Informatika
Depositing User: mr admin umn
Date Deposited: 19 Oct 2021 03:08
Last Modified: 19 Oct 2021 03:08
URI: http://kc.umn.ac.id/id/eprint/18853

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