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All Journal Jurnal Ilmu Komputer (JELIKU) Jurnal Elektronik Ilmu Komputer Udayana Jurnal Pendidikan Teknologi dan Kejuruan JUTI: Jurnal Ilmiah Teknologi Informasi JOIV : International Journal on Informatics Visualization SINTECH (Science and Information Technology) Journal Jurnal Pengabdian Informatika (JUPITA) Jurnal Nasional Teknologi Informasi dan Aplikasinya
I Putu Gede Hendra Suputra
Universitas Udayana
Humanities Computer Science & IT Dentistry Education Engineering Languange, Linguistic, Communication & Media Library & Information Science Other

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Journal : SINTECH (Science and Information Technology) Journal

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Implementasi Metode Convolutional Neural Network Pada Pengenalan Aksara Bali Berbasis Game Edukasi I Gusti Ngurah Anom Cahyadi Putra I Gusti Ngurah; I Kadek Agus Andika Putra; Ida Bagus Gede Dwidasmara; Made Widiartha; Ngurah Agus Sanjaya ER; I Putu Gede Hendra Suputra
SINTECH (Science and Information Technology) Journal Vol. 6 No. 1 (2023): SINTECH Journal Edition April 2023
Publisher : Prahasta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31598/sintechjournal.v6i1.1298

Abstract

Balinese script or also known as hanacaraka, is the writing used by Balinese people to write their language. In general, this script is used to write everyday language and literary language. Balinese script in the past was not only used for writing literature or sacred texts but also for writing everyday language. Balinese script plays an important role in literary writing. The sacred text of the Vedas uses Balinese script in the Sanskrit language. In preserving the Balinese script, itself, Balinese script lessons are mandatory for students from elementary school to high school. In addition to studying at school, interesting learning is certainly needed to attract students' interest. One way is by way of game applications or educational games. This Balinese script recognition application receives input in the form of Balinese script writing characters from the user, then it will be processed by preprocessing and continued with the classification training process using the Convolutional Neural Network (CNN) and Backpropagation methods. The result is a web-based application that can recognize Balinese script writing with the CNN classification method with an accuracy rate of 81.3% and gets a positive response from respondents who have tested the application.
Co-Authors Adnyana, I Kadek Dwi Agus Muliantara Agus Zainal Arifin Agustiana, Ni Putu Arisya Aji, Desak Ketut Puri Trisnantya Anak Agung Istri Ngurah Eka Karyawati Anak Agung Sinta Trisnajayanti Anak Agung Sinta Trisnajayanti Anny Yuniarti Ari Wilani, Ni Made Desak Ketut Puri Trisnantya Aji Desak Ketut Puri Trisnantya Aji Era Wahyuni Gde Deva Dimastawan Saputra Gede Aditra Pradnyana Gede Gery Sastrawan Gede Lucky Aldi Arsa Gede Sukadarmika Gorianto, Frisca Olivia Hapsari, Ni Made Alisya Putri Hendrawan, Made Chandra I Dewa Made Bayu Atmaja Darmawan I Dewa Made Bayu Atmaja Darmawan, I Dewa Made Bayu I Gede Arisudana Samanjaya I Gede Arta Wibawa I Gede Ngurah Arya Wira Putra I Gede Santi Astawa I Gede Surya Rahayuda I Gusti Agung Gede Arya Kadyanan I Gusti Ngurah Anom Cahyadi Putra I Kadek Agus Andika Putra I Kadek Dwi Adnyana I Kadek Dwika Pradnyana I Ketut Gede Suhartana I Ketut Gede Suhartana I Ketut Kusuma Merdana I Komang Kumara Saduadnyana I Made Agus Setiawan I Made Widhi Wirawan I Made Widiartha I Made Widiartha I Putu Agus Wahyu Wirakusuma Putra I Putu Dana Putra I Wayan Supriana Ida Ayu Gde Suwiprabayanti Putra Ida Bagus Gede Dwidasmara Ida Bagus Gede Dwidasmara Ida Bagus Gede Sarasvananda Ida Bagus Made Mahendra Ida Bagus Weda Baskara Adi Putra Indra Permana Putra Ketut Agus Cahyadi Nanda Kevin Moses Waleleng Khaerul Anwar Kompiang Gede Sukadharma Lidya Elisabet Theogracia Silitonga Linawati Linawati Linawati Luh Arida Ayu Rahning Putri Luh Gede Astuti Made Widiartha Maheswara, Pande Putu Devo Punda Mohammad Rizky Kustiadie Nanda, Ketut Agus Cahyadi Ngurah Agus Sanjaya ER Ni Made Alisya Putri Hapsari Ni Made Wipra Ranum Ratnayu Ni Putu Subhasini Dewi Sukma Ni Wayan Anti Andari Nyoman Putra Sastra Okario, Albert Pitoy, Pingkan Anggriani Prathama, Hammam Akmal Prebiana, Kiki Dwi Putra, I Putu Dana Putri, Audini Nifira Putu Risky Andrean Sida Nanda, I Made Prenawa Simarmata, Ivan Luis Simatupang, Maedelien Tiffany Kariesta Sukadarmika, I Gede Tirtana Putra, Made Arya Trisnajayanti, Anak Agung Sinta Tristan Bey Kusuma Yuda, Putu Agus Prawira Dharma