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All Journal Register: Jurnal Ilmiah Teknologi Sistem Informasi Briliant: Jurnal Riset dan Konseptual Journal of Development Research Jurnal Sains dan Informatika at-tamkin: Jurnal Pengabdian kepada Masyarakat Jiko (Jurnal Informatika dan komputer) KOMPUTIKA - Jurnal Sistem Komputer Jurnal Ilmiah Fillia Cendekia Jurnal Linguistik Komputasional ILKOMNIKA: Journal of Computer Science and Applied Informatics JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Jurnal Teknologi Informatika dan Komputer Wahana Peternakan Jurnal Pengabdian dan Pemberdayaan Nusantara (JPPNu) Journal of Science Nusantara Journal Automation Computer Information System (JACIS) Mestaka: Jurnal Pengabdian Kepada Masyarakat Tekmulogi: Jurnal Pengabdian Masyarakat Journal of Computer Engineering, Electronics and Information Technology Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen)
FATRA NONGGALA PUTRA
Universitas Nahdlatul Ulama Blitar
Agriculture, Biological Sciences & Forestry Humanities 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 Environmental Science Immunology & microbiology Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Public Health Social Sciences Veterinary Other

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Bimbingan Teknis Media Lagu dalam Pendidikan Islam Multikultural untuk Anak Usia Dini Shofwan, Arif Muzayin; Prawinda, Raras Ayu; Farantika, Dessy; Apriliyanti, Apriliyanti; Hidayah, Firda Roudlatul; Lestariningsih, Lestariningsih; Putra, Fatra Nonggala
Mestaka: Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 2 (2026): APRIL 2026
Publisher : Pakis Journal Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58184/mestaka.v5i2.924

Abstract

Songs can be used as a learning medium for multicultural Islamic education for early childhood. Learning using songs aligns with the principles of learning through play, playing while learning, and learning while singing while learning, which are certainly very enjoyable for young children. This paper examines community service in the form of technical guidance on songs as a learning medium for multicultural Islamic education for early childhood. Two methods were used in this service: lecture and question-and-answer. The technical guidance on songs as a learning medium proceeded smoothly without any obstacles. This service demonstrates the continuity of the material presented with the introduction to religion in Indonesia for early childhood. Furthermore, it is hoped that this type of community service activity will be conducted more frequently to increase knowledge that can be used in teaching early childhood.
CLASSIFICATION OF BEEF FRESHNESS LEVELS BASED ON IMAGE USING CONVOLUTIONAL NEURAL NETWORK M Subhan Anshori; Fatra Nonggala Putra; Lestariningsih Lestariningsih
JIKO (Jurnal Informatika dan Komputer) Vol 8 No 1 (2025)
Publisher : Program Studi Teknik Informatika Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/jiko.v8i1.9519

Abstract

Beef is an essential food commodity with high economic value and a primary source of protein for society. The quality of beef affects consumer preferences, pricing, and market competitiveness. Quality assessment is generally conducted manually through visual inspection and smell, but this method is subjective and time-consuming and requires trained experts. This study aims to design and develop a beef quality classification system using a Convolutional Neural Network (CNN) model based on digital imagery. The dataset used consists of three beef quality categories: Grade 1 (fresh beef), Grade 2 (beef stored at room temperature for 7-14 hours), and Grade 3 (beef stored at room temperature for more than 14 hours). The dataset includes 180 images processed using cropping, resizing, and data augmentation techniques to enhance model variation and accuracy. The CNN architecture employs four convolutional layers with max pooling, followed by dropout and fully connected layers. The model was trained using the Adam optimizer, with a training-to-test data ratio of 80:20. Evaluation results demonstrated the model achieved an accuracy of 97.22%, with precision, recall, and f1-score values of 97.44%, 97.22%, and 97.22%, respectively. These findings suggest that the developed system has the potential to be used as an automatic tool for objective, fast, and accurate beef quality assessment.
Co-Authors Abd. Charis Fauzan Agus Zainal Arifin Ahmad Agung Saputra Ahmad Gufron Ahmad Gufron Ahmad Makhi Ahmad Saifudin, Ahmad Anshori, M Subhan Anshori, Subhan Apriliyanti Apriliyanti Ari Effendi Arif Muzayin Shofwan, Arif Muzayin Atallah, Mukhammad Tsafiq Ayu Eviana Bagus Waluyo Binti Aulatul Mufida Chastine Fatichah Dika, Johan Wayan Edoardo Jofan Rifano Egy Nadya Fadhila Nur Hanifah Faizin Choirul Umam Farantika, Dessy Fasta Della Fitrotul Husnayaini Fauzi, Moh Mimbar Fauzi, Moh. Mimbar Gleydis Harwida Hadi Suyono Hakim, Muhammad Helmi Harliana Harliana Herry Santosa Hidayah, Firda Roudlatul Imam Machfud Imam Muchlisin, Mochammad Indradi Wijatmiko Ismu Rini Dwi Ari Iza Arfiana Fauziah Jofan Rifano, Edoardo Kharisma Sabbihatul Mustaghfaroh Kurniati, Imroatul Fatikha Lestari, Arum Ayu Lestari, Febbi Sena Lestari, Febbi Senna Lestari, Indah Dewi Lestariningsih Lestariningsih Lestariningsih Lestariningsih Lestariningsih Lestariningsih Lestariningsih Lestariningsih Lestariningsih M Subhan Anshori Maharani, Ayu Pramesti Mashudi Mashudi Maulana, Eka Moch. Agus Choiron Muhammad Lutfi Ashari Naela Nur Choiriyah Nining Haryuni Peni Nohantiya Peni Nohantiya Pipit Lailatul Rahmania Prabowo, Tito Prawinda, Raras Ayu Rahmat Yanu Sutrisno Ramadhan, Januar Gilang Ratika Sekar Ajeng Ananingtyas Riyadus Sholichin Rizqi Darma Rusdian Yusron Rizqi Darma Rusdiyan Yusron Sakti, Ragil Ellang Sekar Ajeng Ananingtyas, Ratika Tricahyo, Vion Age Tyas Alhim Mubarok Ulfa Niswatul Vion Age Tricahyo Vion Age Tricahyo Wasimin Wasimin Yeni Ratih Pratiwi Yuniar Alam Zainun Nasikin