Accuracy analysis transliteration Balinese script-to-Latin text using hexadecimal labeling method

© 2020 IEEE. Balinese script is a collection of symbols used to communicate via text messages used by Balinese. Since the 804s or 9th century until now, the use of the Balinese script has been intensified by the Bali Provincial Government. The government has made various innovations to using the Balinese script in daily activities. Currently, technology has started to be applied in the Balinese script learning process, especially in the transliteration Latin characters into Balinese characters. This makes it easier to learn the Balinese script for all circles. However, behind the rapid development of Latin transliteration application technology to Balinese script, the reverse transliteration process from Balinese script to Latin script has become an interesting topic to be researched. In this study, the optimized string replacement method with the hexadecimal number format was used to improve the string replacement algorithm to translate Balinese script sentences into understandable Latin sentences. The optimization of this method resultedin an accuracy of 95.1 % from 464 test data.