2022
DOI: 10.15294/harmonia.v22i1.34776
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Modelling Naïve Bayes for Tembang Macapat Classification

Abstract: The tembang macapat can be classified using its cultural concepts of guru lagu, guru wilangan, and guru gatra. People may face difficulties recognizing certain songs based on the established rules. This study aims to build classification models of tembang macapat using a simple yet powerful Naïve  Bayes classifier. The Naive Bayes can generate high-accuracy values from sparse data. This study modifies the concept of Guru Lagu by retrieving the last vowel of each line. At the same time, guru wilangan’s guidelin… Show more

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Cited by 2 publications
(2 citation statements)
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“…Macapat song has a special characteristic called Paugeran which has guru gatra, guru lagu, and guru wilangan (Cahyono et al, 2020;Irmade & Winarto, 2021;Wibawa et al, 2022). Guru Gatra is the number of lines in each stanza, Guru Wilangan is the number of syllables in each line, and Guru Lagu is the last vowel in each line of the Macapat song.…”
Section: Introductionmentioning
confidence: 99%
“…Macapat song has a special characteristic called Paugeran which has guru gatra, guru lagu, and guru wilangan (Cahyono et al, 2020;Irmade & Winarto, 2021;Wibawa et al, 2022). Guru Gatra is the number of lines in each stanza, Guru Wilangan is the number of syllables in each line, and Guru Lagu is the last vowel in each line of the Macapat song.…”
Section: Introductionmentioning
confidence: 99%
“…Tembang macapat is a Javanese cultural heritage that must be preserved. For that, tembang macapat can be preserved through a variety of workshops, competitions, educational facilities, and community initiatives [7,8]. Tembang macapat through education is now a mandatory subject in school learning both at the elementary school, middle school, senior high school, and college levels.…”
Section: Introductionmentioning
confidence: 99%