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All Journal Voteteknika (Vocational Teknik Elektronika dan Informatika) Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Teknologi Informasi dan Pendidikan Ranah Research : Journal of Multidisciplinary Research and Development Jurnal Masyarakat Religius dan Berwawasan Journal of Innovative and Creativity
Muhammad Adri
Universitas Negeri Padang
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Physics Public Health Social Sciences Transportation Other

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Journal : Journal of Innovative and Creativity

 1 
Aplikasi Sistem Deteksi Dan Klasifikasi Sampah Pada Bank Sampah Di Kota Padang Farraz Hadyan; Muhammad Adri; Dony Novaliendry; Titi Titi Sriwahyuni
Journal of Innovative and Creativity Vol. 5 No. 2 (2025)
Publisher : Fakultas Ilmu Pendidikan Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/joecy.v5i2.2499

Abstract

Bank Sampah Kota Padang masih menggunakan sistem manual dalam proses pencatatan dan klasifikasi sampah, yang rentan terhadap kesalahan dan tidak efisien. Penelitian ini bertujuan untuk mengembangkan sebuah sistem aplikasi berbasis web yang terintegrasi dengan teknologi kecerdasan buatan, khususnya model deteksi objek YOLOv8, untuk melakukan klasifikasi otomatis jenis sampah melalui kamera. Sistem dibangun menggunakan framework Laravel untuk backend, Blade Template untuk frontend, serta Flask API untuk menghubungkan model deteksi. Fitur utama dalam aplikasi meliputi deteksi otomatis sampah, setor dan tarik saldo, manajemen data pengguna, serta riwayat transaksi. Hasil pengujian menunjukkan bahwa model YOLOv8 mampu mencapai nilai mAP sebesar 95% dengan precision dan recall yang tinggi untuk sebagian besar kategori sampah. Dengan demikian, sistem ini mampu meningkatkan efisiensi, akurasi, dan kecepatan dalam pengelolaan sampah digital, serta layak digunakan sebagai solusi modern dalam mendukung program bank sampah di Kota Padang.
Rancang Bangun E-Modul Berbasis STEM-Project Based Learning (STEM-PjBL) Pada Mata Pelajaran Sistem Kendali Industri Di SMKN 1 Bukittinggi Fadhli Harzian Syah; Muhammad Adri; Efrizon Efrizon; Titi Sriwahyuni
Journal of Innovative and Creativity Vol. 5 No. 2 (2025)
Publisher : Fakultas Ilmu Pendidikan Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/joecy.v5i2.3019

Abstract

This study aims to design and develop an interactive e-module based on STEM-Project Based Learning (STEM-PjBL) for the Industrial Control Systems subject at SMKN 1 Bukittinggi. This e-module is designed to address the limitations of conventional learning resources and the dominance of less interactive lecture methods, as well as to increase student engagement in learning. Using a Research and Development (R&D) approach with the 4D model (Define, Design, and product creation in Develop), this research focuses on needs analysis, content structure design, media selection, and e-module interface design. The main innovation of this e-module lies in the comprehensive integration of STEM concepts through real-world project scenarios relevant to the industry, as well as the use of interactive features from Lectora Desktop and Canva for engaging visualisation. The e-module is packaged in an Android application format (.apk) for offline accessibility. The design results indicate that this e-module has a systematic structure, interactive features, and an attractive interface, thereby holding significant potential to facilitate contextual and applied learning in Industrial Control Systems.
Co-Authors Almasri Ambiyar, Ambiyar Az Zahra Lishani Salsabila Budayawan, Khairi Budiman Budiman David Azis Dedy Irfan Dony Novaliendry Efrizon Efrizon Ellin Aguza Elza Nurmelia Fadhli Harzian Syah Farraz Hadyan Hanesman Hanesman Ika Parma Dewi MAIMORI, ROMI Mastanora, Refika Muhammad Rafiq Rangkuti Nabilla Yasmin Niki Yusuf Nilam Agsera Phooja Sakhena Putra Jaya Rahmiati Rahmiati Randy Septihadi Ranti Ermina Sari Resmi Darni Ria Sapitri Rini Oktavia Riswanto riswanto Rudi Pranata Selma Rama Dini Silvia Tauriska P Sisi Igasari Tio Wiranda Titi Sriwahyuni Titi Titi Sriwahyuni Titin Sriwahyuni Yasdinul Huda Yenzi Rafli Yoharmen Arnov Yuliana Yuliana Zulhendra Zulhendra