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All Journal Jurnal Eksplora Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Tekno Kompak Management and Sustainable Development Journal Jurnal Aplikasi Teknologi Informasi dan Manajemen (JATIM) ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Bakti Sekawan : Jurnal Pengabdian Masyarakat
Rifqi Hammad
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Religion Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Environmental Science Health Professions Languange, Linguistic, Communication & Media Nursing Social Sciences Other

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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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Improvement of Spelling Correction Accuracy in Indonesian Language through the Application of Hamming Distance Method Mudawil Qulub; Rifqi Hammad; Pahrul Irfan; Yuliana Yuliana
Journal of Applied Informatics and Computing Vol 7 No 2 (2023): December 2023
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v7i2.5926

Abstract

Spelling correction is a critical feature in software to reduce typing errors, commonly found in document processing software and smartphone keyboards. This research aims to evaluate the accuracy of the Hamming Distance method in correcting words in the Indonesian language, both standard and non-standard forms. The research data is derived from a previous study and comprises 60 standard and non-standard Indonesian words. Typos are generated by considering the layout of letters on the QWERTY keyboard. Typing error data is divided into two groups, namely words with 1 and 2 character differences. The first test is conducted on standard words, achieving an accuracy rate of 98.33% for 1 and 2 character differences. Subsequent testing on non-standard words shows an accuracy rate of 100% for 1 character difference and 96.67% for 2 character differences. The results of this research highlight the potential of the Hamming Distance method in improving the quality of spelling correction in the Indonesian language.
Co-Authors Ahmad Ahmad Zuli Amrullah Andi Sofyan Anas Azriel Christian Nurcahyo Dwinda Etika Profesi Habib Ratu Perwira Negara Hairani Hairani Hasan, Nur Fitrianingsih Hasbullah Hasbullah Kurniadin Abd Latif Kusrini Kusrini Latif, Kurniadin Abd M. Rasyid Ridho Mudawil Qulub Muhammad Innuddin Muhammad Zulfikri Musthofa Galih Pradana Pahrul Irfan Ria Rismayati Yuliana Yuliana