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Abdul Madjid
Universitas Ibn Khaldun Bogor
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Nursing Public Health Social Sciences Other

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Journal : KOMPUTIKA - Jurnal Sistem Komputer

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Ensiklopedia Digital Berdasarkan Klasifikasi Varietas Buah Mangga (Mangifera spp.) Menggunakan Algoritma Backpropagation Zilvanhisna Emka Fitri; Riska Aprilia; Abdul Madjid; Arizal Mujibtamala Nanda Imron
Komputika : Jurnal Sistem Komputer Vol 11 No 2 (2022): Komputika: Jurnal Sistem Komputer
Publisher : Computer Engineering Departement, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/komputika.v11i2.5513

Abstract

Mango is a leading fruit commodity that is able to increase industrial development and exports in Indonesia. There are 33 species of mangoes spread throughout the territory of the Republic of Indonesia and have many variations of fruit shapes in each type. However, the problem that occurs is the difficulty of information related to data on mango varieties, so to help these problems, the researchers created a digital encyclopedia system that is able to provide information related to the diversity of mango varieties. This encyclopedia can classify and identify 5 types of mangoes, namely Apple Mango, Gedong Gincu Mango, Golek Mango, Manalagi Mango and Gadung Mango. Parameters used to distinguish mango varieties are area, perimeter, eccentricity, major axis length and diameter. The classification method used, namely backpropagation, is able to classify the five mango varieties with a training accuracy of 99.6% and a testing accuracy of 96%. Keywords - digital encyclopedia; mango varieties; computer vision; shape parameters; backpropagation.
Co-Authors Angga Kurniawan Aris Tri Wibowo Arizal Mujibtamala Nanda Imron Asna Aneta Ayu Mustika Anggraeni BAMBANG SUGIRI Brilyan Andi Syahbana Chanif Nurcholis Chotimah, Indira Dewi Amrom Musta’idah Dyah Widhiawati Endang Sri Kawuryan Enos Syahputra Sipahutar Erlina Puji Lestari Fachrizal Afandi Faizin Sulistio Fatri Kadir Fazar Nurfadillah Feronica Kurnia Rahma Geraldo Gracelo Mario Situmeang Gilang Andriansyah Hartati Hartati Hary Widjajanti Iradhatullah Rahim Istislam Istislam Joshua Aditya Setyanugraha Khiswatul Barokah Lisna Maulina Matondang, Maya Rahmayati Maya Rahmayati Matondang Meilina, Winda Miskahuddin Mohamad Fadli Muhammad Hilmy Rizqullah Ramadhan Muhammad Siri dangnga Muhammad Yusuf Zulkifli Muktiono Nasution, Andreanda Ni Luh Putu SR Ni'Am, M. Khoirun Novi Enjelina Putri NUNI GOFAR Nur Qamarya Patilima, Zulyumna A Podungge, Abdul Wahab Prija Djatmika Prija Djatmika, Prija Rachmi Sulistyarini Riska Aprilia Robby Hunawa Safitri, Ikraeni Sari Oktaviani Sasongko, Andy Setiawan Noerdajasakti Shilvi Grisminarti Sonia Claudia Candra Sri Wahyu Kridasakti Syarib Rama Indradi Mukti Tantri Widiastuti Ummi Khasanah Sitorus Pane Wahyu Khafidah Wuriesyliane Wuriesyliane Yanti Aneta Yeni Septiani Yohanes Fiodas Jaman Yudhi Darmansyah YULIATI Yuliyani Solihin, Dwi Indah Zilvanhisna Emka Fitri