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All Journal Jurnal Ilmu Komputer (JELIKU) Jurnal Elektronik Ilmu Komputer Udayana JUTIK : Jurnal Teknologi Informasi dan Komputer SINTECH (Science and Information Technology) Journal Jurnal Pengabdian Informatika (JUPITA) Paradharma: Jurnal Aplikasi IPTEK Jurnal Nasional Teknologi Informasi dan Aplikasinya
I Gusti Ngurah Anom Cahyadi Putra
Program Studi Teknik Informatika Jurusan Ilmu Komputer Fakultas MIPA Universitas Udayana
Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Public Health Social Sciences Other

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Journal : SINTECH (Science and Information Technology) Journal

 1 
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 adi saputra, komang cameng Adiartika, Made Harry Dananjaya Agus Tommy Adi Prawira Kusuma Anak Agung Istri Ngurah Eka Karyawati Anak Agung Ngurah Andhika Satrya Nugraha Andien Rachma Fadillah Ardika, Putu Ode Irfan Ardita, I Kadek Aldy Oka Ari Mogi, I Komang Aulia Iefan Datya Br Sitepu, Rasita Natasya Christian, Calvin Cokorda Pramartha Cokorda Rai Adi Pramartha Derwi Rainord Nalle Dewa Agung Ayu Mutiara Dewi Dika Varuna, Gusti Ngurah Made Eka Prananda, Made Yayang Ginting, Gusto Gibeon Giri, I Nyoman Yusha Tresnatama Gst. Ayu Vida Mastrika Giri Gusto Gibeon Ginting Hamid, Muhammad Akbar Harta, I Gede Bendesa Aria I Dewa Made Bayu Atmaja Darmawan I Gede Aditya Mahardika Pratama I Gede Arta Wibawa I Gede Ngurah Wira Pratama I Gede Santi Astawa I Gede Surya Rahayuda I Gusti Agung Gede Arya Kadyanan I Gusti Agung Istri Bianca Githa Saraswati I Gusti Ngurah Bagus Pramana Putra I Kadek Agus Andika Putra I Kadek Agus Chandra Pradika I Kadek Gowinda I Ketut Gede Suhartana I Komang Ari Mogi I Made Ari Madya Santosa I Made Kusuma Wijaya I Made Rian Wijaya I Made Widiartha I Made Widiartha I Putu Agus Arya Wiguna I Putu Fajar Tapa Mahendra I Putu Gede Hendra Suputra I WAYAN SANTIYASA I Wayan Supriana Ida Bagus Gede Dwidasmara Ida Bagus Gede Dwidasmara Ida Bagus Made Mahendra Ida Bagus Made Mahendra Krishella Naomi D’laila Rumy Kustiadie, Mohammad Rizky Laurent, Valerie Luh Arida Ayu Rahning Putri Luh Gede Astuti Made Putra Teguh Pramana Made Widiartha Mahendra, A.A Riky Megadana, I Putu Krisna Krisna Megadana, I Putu Krisna Megadana Merdana, I Ketut Kusuma Muhammad Arrysatrya Yusuf Putranda Ngurah Agus Sanjaya ER Ni Kadek Evi Dianasari Ni Made Rika Padeswari Kusuma Ni Made Yuli Cahyani Ni Putu Alya Noviyanti Ni Putu Widya Astuti Nuboba, Barneci Henderika Nyoman Ngurah Adisanjaya Pradana Putra, Gevin Janitto Pratama, Sang Putu Febri Wira Putra, I Kadek Agus Andika Putu Bagus Dio Pranata Putu Bayu Baskara Putu Ode Irfan Ardika Putu Wahana MahaYoni Putu Wida Gunawan Raharja, Made Agung Rasita Natasya Br Sitepu Roger Julian Sitorus Salsabila, Zerina Nur Santosa, I Made Ari Madya Saraswati, I Gusti Agung Istri Bianca Githa Sidauruk, Dominggo Pratama Sumendap, Revi Tanaya, Tristan Nugraha Theresia Seftiani Girsang Tri Adi Ningsih Tristan Nugraha Tanaya Valerie Laurent Yoel Samosir