Implementation of Porter's Modified Stemming Algorithm in an Indonesian Word Error Detection Plugin Application
Published at : 30 Apr 2015
Volume : IJtech
Vol 6, No 2 (2015)
DOI : https://doi.org/10.14716/ijtech.v6i2.456
Widjaja, M., Hansun, S., 2015. Implementation of Porter's Modified Stemming Algorithm in an Indonesian Word Error Detection Plugin Application. International Journal of Technology. Volume 6(2), pp. 139-150
| Marsel Widjaja | Computer Science Department, Faculty of Information and Communication Technology, Universitas Multimedia Nusantara, Jl.Scientia Boulevard, Gading Serpong, Tangerang, Banten-15811 Indonesia |
| Seng Hansun | Computer Science Department, Faculty of Information and Communication Technology, Universitas Multimedia Nusantara, Jl.Scientia Boulevard, Gading Serpong, Tangerang, Banten-15811 Indonesia |
Stemming is a process of finding a 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 widely been used as a complementary stage in many activities relating to word or phrase. With so many stemming utilizations, many algorithms are made to do the stemming process. In this study, the authors would like to learn the Porter’s stemming algorithm, to develop, improve and implement this algorithm into a word error detector plugin application. In the test results shown that the modified Porter stemming algorithm gives more accurate results in the analysis than the original Porter stemming algorithm with an average difference of about 3 percent precision.
Indonesian, morphology, Porter, stemming
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