APPLICATION OF NAIVE BAYES ALGORITHM IN EDUCATIONAL GAMES LEARN TO WRITE AKSARA BALI

  • I Made Satya Vyasa Universitas Udayana
  • I Gede Arta Wibawa Udayana University
  • I Gusti Ngurah Anom Cahyadi Putra Udayana University
  • I Gusti Agung Gede Arya Kadyanan Udayana University
  • Ngurah Agus Sanjaya ER Udayana University
  • I Putu Gede Hendra Suputra Udayana University

Abstract

          Balinese script is a script from the Balinese area that was commonly used by people in ancient times to describe a word, there are many ways to keep this script sustainable and not extinct. One of them is by making a Balinese character recognition game. Which in this application the user will provide input in the form of Balinese characters written on the application, which then the input will go through a preprocessing process and then proceed with diagonal feature extraction, then the results of the feature extraction will go through a classification process using the Naïve Bayes method. The result is a web-based application that can recognize Balinese script writing using the Naïve Bayes classification method with an accuracy rate of 70.3% and get a good response from every respondent who has tested the application.


Keyword : Balinese Scription, Diagonal Feature Extraction, Naïve Bayes.

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Published
2022-07-15
How to Cite
VYASA, I Made Satya et al. APPLICATION OF NAIVE BAYES ALGORITHM IN EDUCATIONAL GAMES LEARN TO WRITE AKSARA BALI. JELIKU (Jurnal Elektronik Ilmu Komputer Udayana), [S.l.], v. 11, n. 3, p. 597-606, july 2022. ISSN 2654-5101. Available at: <https://ojs.unud.ac.id/index.php/jlk/article/view/88881>. Date accessed: 09 dec. 2024. doi: https://doi.org/10.24843/JLK.2023.v11.i03.p16.

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