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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Bulletin of Electrical Engineering and Informatics Jurnal Informatika SINTECH (Science and Information Technology) Journal JURNAL INSTEK (Informatika Sains dan Teknologi) ILKOM Jurnal Ilmiah Journal TEPAT: Teknologi Terapan untuk Pengabdian Masyarakat Jurnal Nasional Komputasi dan Teknologi Informasi Jurnal Ilmiah Ilmu Komputer Fakultas Ilmu Komputer Universitas Al Asyariah Mandar JURNAL IT: Media Infromasi STMIK Handayani Makassar Jurnal Ilmiah Sistem Informasi dan Teknik Informatika (JISTI) Vertex Elektro Kohesi: Jurnal Sains dan Teknologi Nusantara Journal of Multidisciplinary Science ARUS JURNAL SAINS DAN TEKNOLOGI Journal of Muhammadiyah’s Application Technology
Zahir Zainuddin
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Religion Aerospace Engineering Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mechanical Engineering Neuroscience Public Health Social Sciences Transportation Other

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Journal : Jurnal Informatika

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The Implementation of Convolutional Neural Network in Recognize Lontara Text Arthanugraha, Wahyu; Zainuddin, Zahir; Arda, Abdul Latief
Jurnal Informatika Vol 11, No 2 (2024): October
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/inf.v11i2.20328

Abstract

The introduction of the Lontara text that is applied is still conventional in that it comes from books or teaching materials and there is no application for a translator of the Lontara text, making it difficult for students, especially those from outside the Bugis tribe. This research aims to measure the ability and apply the CNN method in the context of introducing the Lontara text. The input that use in this research is words taken from the original text or writing manuscripts of the ancient literature of the Bugis tribe "Sureq Maqkelluqna Nabittaq", a book that was used as a tool to spread Islam in 1611. The model used is the VGG-16 architecture. This research uses the R&D (Research and Development) method which is used to create products and test their level of effectiveness. As for the research results obtained, the system accuracy obtained in classifying the Lontara text using the VGG16 architecture was 97,65%. In addition, the system is also able to display the translation of the Lontara text according to the database input.
Co-Authors ', Wardi A.Ais Prayogi Abdul Hafid Abdul Halik Lateko Abdul Latief Arda Adnan - Adnan Adnan Adnan Adnan ADRIANI ADRIANI Ady Wahyudi P Ady Wahyudi Paundu Ahmad Agun Ahyar, Muh. ALAUDDIN Y, ALAUDDIN Amil Ahmad Ilham Aminuddin Aminuddin Andani Achmad Andani Achmad Andi Abd Halik Lateko Ti Andi Alviadi Nur Risal Andi Nilawati Usman Ansar Suyuti Anugrayani Bustamin Arbi, M. Kurniawan Areni, Intan Sari Arfandi, Ilham Arthanugraha, Wahyu Arya Samman, Faizal Asdi Asep Indra Syahyadi Aswad, Iqra Aulia Darnilasari Basir, Badirun Bunga, Wahyuddin Burhanuddin Bahar Christoforus Yohanes darman, muh. yusril Duyo, Risal A Duyo, Rizal Duyo, Rizal Ahdiyat Elly Warni Farid Wajidi Fauzan, Arief Firgiawan, Wawan Haliah, Haliah Hasanuddin, ZulfajriBasri Hasnawati Hasnawati Hasnawiya Hasan Hasnawiyah Hasan Husain, Muhammad Fadhil Ikram Saopna Indrabayu Indrabayu Ingrid Nurtanio Intan Sari Areni Iqra Aswad Janwar Abbas Kelsaba Kahpi, Ashabul kurniawan, nawan Lateko, Andi Abd Halik Latief Arda, Abdul Marindah Wardhani, Tyanita Puti Mawardi, Fuad Aliefah Al Mohammad Fajar, Mohammad Muh. Alief Fahdal Imran Oemar Muhammad Niswar Mukarramah Yusuf Mukhtar, Aswar Mukhtar Nirwana, Hafsah Oemar, Imran Pangerang, Fitriaty Paundu, Ady Wahyudi Quraisy, Muh Imam Raden Wirawan Rhiza S. Sadjad Rieka Zalzabillah Putri Saputri Laswi, Aishiyah Sudirman Sudirman Sundun, Ririn Rezky Ananda Supriadi Sahibu Surdin, Iskandar Syafruddin Syarif Syahrul R, Syahrul Umasugi, Afriansyah Wardi Wardi Wardihan, Fatmawati Zaenab - Zaenab Muslimin Zakati, Zayyid Zakki Mubarak, Zakki Zulfajri B. Hasanuddin Zulkifli Tahir