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Sistem Pendeteksi Tingkat Kesegaran Daging Ayam pada Citra Menggunakan Metode Convolutional Neural Network (CNN) Berbasis Android Naturizal, Rayhan; Fuadi, Wahyu; Rosnita, Lidya
METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Vol. 8 No. 2 (2024): METHOMIKA: Jurnal Manajemen Informatika & Komputersisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/jmika.Vol8No2.pp301-312

Abstract

This research develops a chicken meat freshness detection system based on image processing, implemented on an Android platform using the Convolutional Neural Network (CNN) method optimized with TensorFlow Lite. The system classifies chicken meat into three categories: fresh, less fresh, and rotten. The CNN model uses 32 filters to enhance feature extraction from the meat images. Testing on 30 samples, with each category tested 10 times, showed an accuracy of 90%, with 27 correct detections and 3 errors in the less fresh category. While the system effectively identifies fresh and rotten categories, there is a challenge in distinguishing the less fresh category due to its ambiguous visual characteristics. One limitation is the lack of a bounding box, causing the application to still provide detection results even when the scanned object is not chicken meat. This application is specifically designed to detect chicken meat pieces, so it is not recommended for use outside this context.
The Effect of Fly Ash Nagan Raya on Geopolymer Mortar Rachman, Aulia; Fauzi, Amir; Azhari, Muhammad; Amna, Khairul; Diana, Mhd. Arief; Rosnita, Lidya
Electronic Journal of Education, Social Economics and Technology Vol 6, No 2 (2025)
Publisher : SAINTIS Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33122/ejeset.v6i2.1069

Abstract

Industrial waste containing silica (Si), alumina (Al), and calcium (Ca) has potential as an alternative binder in concrete. These compounds form C-S-H and C-A-H gels in water-based systems, or Si-O-Si, Si-O-Al, N-A-S-H, and C-A-S-H gels in alkali-based geopolymer systems, enhancing strength and influencing setting time. One example is investigate FA from Nagan Raya (FANR) Coal-Fired Power Plantation in Aceh. This study evaluates its performance in geopolymer mortar through chemical and mechanical analysis. FANR is rich in Si and Al, improving mortar strength, while Ca content affects binding time. XRD analysis revealed crystalline phases in FANR and geopolymer binders, resulting in low reactivity. SEM analysis showed spherical particles with foggy surfaces, differing from typical glassy fly ash, which influences workability and alkali absorption. Mortar tests indicated the best performance at 8M NaOH and a Na₂SiO₃/NaOH ratio of 3.0, achieving 18.30 MPa compressive strength at 28 days. Higher alkali concentrations increased viscosity, reducing workability and final strength. Overall, FANR shows promise as a geopolymer binder with proper optimization of activator ratios.
Workshop Pengelolaan Website Desa Bagi Aparatur Desa Burni Bius Kabupaten Aceh Tengah Untuk Mendukung Smart Village Al Kautsar Aidilof, Hafizh; Muharry Yusdartono, Habib; Rosnita, Lidya; Kurniawati, Kurniawati; Ikhwani, Muhammad; Micola Azwir, Andrea; Yunanda Rangkuti, Haris
Jurnal SOLMA Vol. 13 No. 1 (2024)
Publisher : Universitas Muhammadiyah Prof. DR. Hamka (UHAMKA Press)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/solma.v13i1.13458

Abstract

Pendahuluan: Kemajuan teknologi informasi telah mengubah pola komunikasi dan penyampaian informasi kedalam bentuk digital dan sebagai salah satu produk teknologi informasi, website desa telah menjadi salah satu sarana penyampaian informasi kepada masyarakat yang dipandang penting keberadaanya. Sebagai salah satu desa yang memiliki berbagai macam program dan kegiatan, desa Burni Bius telah memiliki website desa sebagai salah satu sarana penyampaian informasi. Studi ini bertujuan untuk memberikan pelatihan terkait teknologi informasi dan tata kelola website kepada masyarakat dan perangkat desa Burni Bius yang nantinya akan menjadi operator website desa. Metode: Metode yang digunakan menggunakan kuesioner. Pelatihan terhadap perangkat Desa Burni Biusdihadiri oleh 14 orang meliputi kepala desa, wakil kepala desa dan pegawai desa sebanyak 12 orang. Hasil: Peserta mendapatkan pengalaman dan peningkatan pengetahuan perangkat desa untuk memperbaharui website yang dibangun oleh tim pengabdian. Kesimpulan: Kegiatan ini telah memberikan peningkatan softskill berupa pengelolaan website yang telah dirancang oleh tim pengabdian Universitas Malikussaleh.
Interactive Visualization of Food Security Trends in North Aceh with a Business Intelligence Dashboard Rosnita, Lidya; Ikhwani, Muhammad; Aidilof, Hafizh Al Kautsar; Munauwar, Muhammad Muaz
Brilliance: Research of Artificial Intelligence Vol. 5 No. 2 (2025): Brilliance: Research of Artificial Intelligence, Article Research November 2025
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v5i2.7190

Abstract

Food security in North Aceh Regency faces multifaceted challenges, including production fluctuations, price instability, and fragmented monitoring data across various institutions. These issues often hinder timely decision-making and the formulation of effective policies. Therefore, this study aims to develop a comprehensive Business Intelligence (BI) dashboard that can interactively visualize food security trends in North Aceh to support data-driven and evidence-based decision-making. The research methodology involves integrating data from multiple sources such as the Central Bureau of Statistics (BPS) and the Department of Agriculture using the ETL (Extract, Transform, Load) process to ensure consistency and accuracy. A data warehouse was then designed to store and manage the consolidated datasets efficiently, followed by the development of an interactive visual dashboard as the main analytical tool. The resulting dashboard is capable of visualizing six key parameters of food security through thematic maps, trend graphs, and comparative charts that allow users to observe temporal and spatial patterns. Advanced interactive features such as filtering, drill-down analysis, and cross-filtering provide users with the flexibility to independently explore data from different perspectives. The analysis demonstrates that the BI dashboard effectively integrates fragmented datasets, simplifies complex information, and enhances analytical capabilities for stakeholders. Overall, the findings indicate that implementing an interactive BI dashboard is a strategic and innovative solution to transform food security monitoring in North Aceh into a more proactive, integrated, and adaptive governance system, thereby strengthening regional resilience and policy responsiveness.
Pendampingan Kelompok Pengering Ikan Berbasis IoT dalam Meningkatkan Kualitas Ikan Asin untuk Mendukung Smart City Desa Pusong Baru Kota Lhokseumawe Rosnita, Lidya; Ikhwani, Muhammad; Safriana, Safriana
Jurnal SOLMA Vol. 14 No. 3 (2025)
Publisher : Universitas Muhammadiyah Prof. DR. Hamka (UHAMKA Press)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/solma.v14i3.20913

Abstract

Background: Kelompok Usaha Kase Teuplah di Desa Pusong Baru, Lhokseumawe, merupakan produsen ikan asin tradisional yang menghadapi kendala dalam kualitas produksi, penyimpanan, dan pemasaran. Metode: Pendampingan partisipatif berbasis R&D, pelatihan penerapan Standar Nasional Indonesia (SNI), pemasaran digital, dan implementasi teknologi IoT untuk memantau kualitas penyimpanan ikan asin secara real-time. Hasil: Penerapan SNI dan sistem IoT berhasil menekan tingkat kerusakan produk. Penjualan meningkat melalui perluasan saluran ke platform e-commerce seperti TikTokShop. Jumlah tenaga kerja bertambah dari 10 menjadi 17 orang. Kesimpulan: Sinergi antara penerapan SNI, adopsi IoT, dan penguatan pemasaran digital terbukti meningkatkan efisiensi produksi, kualitas produk, serta daya saing usaha lokal, sekaligus mendorong terwujudnya konsep smart village yang berkelanjutan di wilayah pesisir.
Co-Authors Afif, Muhammad Athallah Afridah, Rita Aidilof, Hafizh Al Kausar Aidilof, Hafizh Al Kautsar Al Kautsar Aidilof, Hafizh Amelia, Ulva Amir Fauzi Ansyari, Taufik Habib Armaya, Devira Yuda Asrianda Asrianda Azzahra Iskandar, Farah Bancin, Udurta Bustami Bustami Bustami Dahlan Abdullah Deassy Siska Dela, Monisa Dian Putri, Yohana Diana, Mhd. Arief Efendi, Syahril Efendi, Syahril Elma Fitria Ananda Eva Darnila Eva Darnila Fachry Abda El Rahman Fadlisyah Fadlisyah Fasdarsyah Fasdarsyah Fidyatun Nisa Fuadi, Wahyu Furqan, Hafizul Habib Muharry Yusdartono Hafidh Rafif, Teuku Muhammad Hamsi, Widia Harahap, Ilham Taruna Harahap, Lina Mardiana Ikramina ikramina ikramina, Ikramina Jange, Beno Khairul Amna, Khairul Kurniawati Kurniawati Lina Mardiana Harahap Mara Wahyu Alamsyah Pane Micola Azwir, Andrea Muhammad Azhari Muhammad Fajri Muhammad Fajri Muhammad Fikry Muhammad Ikhwani Muhammad Muaz Munauwar Muhammad Muhammad Muhammad Zarlis Muhammad Zarlis, Muhammad Muharry Yusdartono, Habib Mukti Qamal Mulyadi, Rizki Munirul Ula Muzaffar Rigayatsyah Nanda Sitti Nurfebruary Nasution, Wahidatunnisa Naturizal, Rayhan Naza Amarianda Nurfebruary, Nanda Sitti Nurhaliza Bin Aras Nurqamarina Nurul Aula Nurwijayanti Pasaribu, Hafni Maya Sari Pratiwi, Dinda Pulungan, Fauzi Irham Putri, Sri Raihan Rachman, Aulia Rachmat Triandi Tjahjanto Rahmadani Sari, Putri Dwi Rahmat Triandi Rangkuti, Haris Yunanda Rian Kelana Putra Rini Meiyanti Risawandi, Risawandi Rizal Rizal Rizal Rizal Rizal S.Si., M.IT, Rizal Rizky Putra Fhonna Safriana Safriana Safwandi Safwandi, Safwandi Said Fadlan Anshari salamah salamah Samosir, Dini Kairiyah Saputri, Rifa Andriani Siti Maimunah Sujacka Retno Syahputra, M Oriza Ulva Ilyatin Wahyu Fuadi Yesy Afrillia Yunanda Rangkuti, Haris Zalfie Ardian Zara Yunizar Zulfadli Zulfadli