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All Journal INTEGER: Journal of Information Technology Unisda Journal of Mathematics and Computer Science (UJMC) TESLA: Jurnal Teknik Elektro JPPM (Jurnal Pengabdian dan Pemberdayaan Masyarakat) Jurnal Pengabdian Masyarakat (ABDIRA) Jurnal Fortech EXPLORE Jurnal Pengabdian Kepada Masyarakat KREATIF: Jurnal Pengabdian Masyarakat Nusantara International Journal of Electrical and Intelligent Engineering
Ira Aprilia
Universitas Panca Marga
Aerospace Engineering 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 Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Nursing Public Health Social Sciences Other

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Android-Based Weed Identification and Herbicide Recommendation Using Convolutional Neural Networks Ahmad Izzuddin; Ryan Prayuga Ardiansyah; Andrik Sunyoto; Dyah Ariyanti; Ira Aprilia
International Journal of Electrical and Intelligent Engineering Vol 1, No 2 (2025)
Publisher : Department of Electrical Engineering Universitas Islam Negeri Maulana Malik Ibrahim Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18860/ijeie.v1i2.40594

Abstract

Weed infestation reduces crop yield and quality, while inappropriate herbicide selection often limits effective control. This paper presents the design and implementation of an Android-based decision-support application for weed identification and herbicide recommendation using a smartphone camera. Weed images are classified using a lightweight Convolutional Neural Network with a MobileNetV2 architecture optimized for mobile deployment. Herbicide recommendations are generated using the Cosine Similarity method to associate identified weed characteristics with suitable control agents. The system is modeled using the Unified Modeling Language (UML) to ensure modularity and scalability. Experimental results show that the proposed CNN model achieves a classification accuracy of 96%. The integrated on-device image acquisition and intelligent recommendation enable practical field deployment, providing an efficient tool to support weed management decisions.
Rancang Bangun Sistem Informasi Akademik Mahasiswa Berbasis Website Misdiyanto Misdiyanto; Ahmad Fadli Muhaimin Nourdy; Ira Aprilia
INTEGER: Journal of Information Technology Vol 11, No 1 (2026): Maret
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.2026.v11i1.8003

Abstract

This study aims to design and develop a web-based academic information system at Universitas Panca Marga Probolinggo to facilitate the management of student academic data. The research method used is the waterfall model software development methodology, which includes the stages of requirements analysis, system design, implementation, testing, and maintenance. The results of this study indicate that the developed academic information system can improve efficiency and accuracy in managing academic data, as well as make it easier for students and lecturers to access academic information.Keywords : academic information system, website, Panca Marga University. 
USAHA BUDIDAYA JAMUR TIRAM UNTUK PENINGKATAN EKONOMI RUMAH TANGGA DI KELURAHAN PAKISTAJI PROBOLINGGO JAWA TIMUR Yustina Suhandini Tjahjaningsih; Tri Prihatiningsih; Ira Aprilia; Mimik Umi Zuhro; Anisa Rahmawati; Pramuditya F. Dwicaksono
JURNAL PENGABDIAN KEPADA MASYARAKAT Vol. 4 No. 1 (2023): Jurnal Pengabdian kepada Masyarakat
Publisher : LPPM Universitas Kahuripan Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51158/wq1nnz21

Abstract

Salah satu  usaha yang menjanjikan saat ini adalah budidaya jamur. Peluang usaha budidaya jamur ini perlu dikembangkan karena mempunyai dampak positif bagi peningkatan ekonomi rumah tangga. Permasalahan yang timbul adalah pengetahuan  berwirausaha  masih kurang, lahan kosong milik kelompok masyarakat belum  diberdayakan sebagai sarana  usaha yang bernilai ekonomi dan belum mempunyai kemampuan untuk  mengembangkan hasil panen untuk olahan pangan yang bervariatif. Tujuan Kegiatan Pengabdian ini yang pertama untuk memberdayakan kelompok masyarakat yang belajar berwirausaha pada usaha budidaya jamur sebagai peluang bisnis untuk peningkatan ekonomi rumah tangga. Tujuan kedua memanfaatkan lahan kosong milik mitra untuk diberdayakan menjadi aset yang bernilai ekonomi dengan usaha budidaya jamur, sekaligus mendukung program ketahanan pangan dengan mengembangkan hasil panen jamur sebagai makanan olahan. Pelatihan budidaya jamur dan pembuatan olahan jamur dilakukan untuk kelompok masyarakat di Kelurahan Pakistaji dan hasilnya usaha budidaya jamur terwujud dengan kemampuan menghitung usaha dan pembuatan olahan jamur sehingga ekonomi rumah tangga meningkat. Kata kunci: Budidaya, Jamur Tiram , Olahan Jamur.   Abstract  One of the promising businesses currently is mushroom cultivation. This mushroom cultivation business opportunity needs to be developed because it has a positive impact on improving the household economy. The problems that arise are the entrepreneurial knowledge is still lacking, empty land belonging to community groups has not been utilized as a means of business with economic value and they cannot develop harvests for varied food processing. The aim of this service activity is firstly to empower community groups who are learning entrepreneurship in mushroom cultivation as a business opportunity to improve the household economy. The second objective is to utilize empty land owned by partners to turn it into an asset of economic value by cultivating mushrooms, as well as supporting food security programs by developing mushroom harvests as processed food. Training on mushroom cultivation and making processed mushrooms was carried out for community groups in Pakistaji Village and as a result, the mushroom cultivation business was realized with the ability to calculate business and make processed mushrooms so that the household economy improved.  Keywords: Cultivation, Oyster Mushrooms, Processed Mushrooms.  
Co-Authors Aan Priyadi Agustina Widayati Ahmad Fadli Muhaimin Nourdy Ahmad Izzuddin Ali Masykur Ibrahim Andika Hidayatullah Andrik Sunyoto Andrik Sunyoto Anggy Febriany Anisa Rahmawati Ary Analisa Rahma Bangun Samudra Dwi Putri K Dwi Putri Kartini Dyah Ariyanti Faisol Affandi Faridahtul Jannah Hermin Arista Imam Marzuki Indah Noor Dwi Kusuma Dewi Indro Wicaksono Kurnia Iswardani Linda Kurnia Supraptiningsih Maryamah Maryamah Mimik Umi Zuhro Misdiyanto Misdiyanto Misdiyanto Misdiyanto Muhammad Anas Muhammad Hasan Fathul Arifin Noer Fika Dita Noor, Muhammad Fathuddin Nuzul Hikmah Pramuditya F. Dwicaksono Rio Dwi Heri K Ryan Prayuga Ardiansyah Tri Prihatiningsih Wafa Tajul Arifin Bisri Yanuar Ramadhan Yustina Suhandini Tj Yustina Suhandini Tjahjaningsih