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General Information
    • ISSN: 2382-6185
    • Frequency: Quarterly (2015-2016); semiyearly (Since 2017)
    • DOI: 10.18178/IJKE
    • Editor-in-Chief: Prof. Chen-Huei Chou
    • Executive Editor: Ms. Nina Lee
    • Indexed by: Google Scholar, DOAJ, Engineering & Technology Digital Library, Crossref, ProQuest
    • E-mail: ijke@ejournal.net
Editor-in-chief
Prof. Chen-Huei Chou
College of Charleston, SC, USA
It is my honor to be the editor-in-chief of IJKE. I will do my best to help develop this journal better.
IJKE 2016 Vol.2(3): 132-136 ISSN: 2382-6185
doi: 10.18178/ijke.2016.2.3.067

Generating Affixed Words from a Root Word and Getting Lemma from Affixed Word in Bahasa: Indonesian Language

Andri Budiman Oktarino, Dwi Taruna Winahyu, Andrew Halim, and Derwin Suhartono
Abstract—Previously, there were morphological analyzer and lemmatization method for Bahasa: Indonesian language, yet they have not handled all occurred cases. Therefore, we develop an algorithm which combines two tasks; they are to generate affixed words from a root word and vice versa. The current morphological analyzer to generate affixed words has not covered in analyzing two words, whilst the current lemmatization method cannot find out the lemma from an affixed word which has confix and reduplication. Hence, we will cover these issues in order to enhance the current methods. The algorithm concerns only in Bahasa. The algorithm to generate affixed word is based on the two-level morphological analyzer, while refinement of lemmatization method is based on rule precedence and token checking. After implementing the algorithms, we find out that affixed word produced is 12.63% productive words, 86.98% non-productive words, and 0.39% incorrect words for the affixed word, whilst lemmatization can achieve 96.11% accuracy.

Index Terms—Affixed word, root word, Bahasa, morphological analyzer, lemmatization.

A. B. Oktarino, D. T. Winahyu, and A. Halim were with Bina Nusantara University, Indonesia.
D. Suhartono is with Bina Nusantara University, Jakarta, Indonesia (e-mail: dsuhartono@binus.edu).

[PDF]

Cite: Andri Budiman Oktarino, Dwi Taruna Winahyu, Andrew Halim, and Derwin Suhartono, "Generating Affixed Words from a Root Word and Getting Lemma from Affixed Word in Bahasa: Indonesian Language," International Journal of Knowledge Engineering vol. 2, no. 3, pp. 132-136, 2016.

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