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All Journal Jurnal Dedikasi SMATIKA Journal of Information Technology and Computer Science (JOINTECS) Jurnal Sains dan Informatika Jurnal Teknoinfo Multitek Indonesia : Jurnal Ilmiah JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JSAI (Journal Scientific and Applied Informatics) Progresif: Jurnal Ilmiah Komputer Jurnal ABDINUS : Jurnal Pengabdian Nusantara JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Tekinkom (Teknik Informasi dan Komputer) Jurnal Abdi Insani Indonesian Journal of Cultural and Community Development Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) International Journal of Engineering, Science and Information Technology Abdimas Singkerru JTECS : Jurnal Sistem Telekomunikasi Elektronika Sistem Kontrol Power Sistem dan Komputer Bulletin of Computer Science Research Decode: Jurnal Pendidikan Teknologi Informasi Bulletin of Information Technology (BIT) Proceedings Series on Physical & Formal Sciences Indonesian Journal of Innovation Studies Aptekmas : Jurnal Pengabdian Kepada Masyarakat PELS (Procedia of Engineering and Life Science) Procedia of Social Sciences and Humanities MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA Prosiding University Research Colloquium JOINCS (Journal of Informatics, Network, and Computer Science) Jurnal Sarjana Ilmu Komunikasi (J-SIKOM) Jurnal Informatika Polinema (JIP) Physical Sciences, Life Science and Engineering Indonesian Journal of Applied Technology Journal of Technology and System Information Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Journal of Electrical Engineering Journal for Technology and Science Tepak Sirih : Jurnal Pengabdian Kepada Masyarakat Madani semanTIK Journal of Information Technology Smatika Jurnal : STIKI Informatika Jurnal Academia Open Jurnal Komunikasi Bisnis dan Teknologi Digital
Hamzah Setiawan
Informatika, Universitas Muhammadiyah Sidoarjo
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Sistem Pemesanan Sepatu Business to Business Berbasis Web di PT. Aggiomultimax International Group Zulham Efendi, Muhammad; Setiawan, Hamzah; Suprianto, Suprianto
Progresif: Jurnal Ilmiah Komputer Vol 19, No 2: Agustus 2023
Publisher : STMIK Banjarbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35889/progresif.v19i2.1317

Abstract

Responding to increasingly competitive competition in every business, companies must find several ideas to support increasing product sales. In order to achieve their goals, the strategy used is to create a web-based ordering information system. This research helps companies process optimal transaction data and reach consumers so that it is easier to make transactions or orders. The waterfall model method is implemented in the data collection process, which includes the analysis, design, coding, testing, support, and maintenance stages. The purpose of this research is to create a web-based shoe ordering information system that can be used in providing services to customers by providing information about existing shoe products so that the information obtained by customers can be viewed in real time and customers can place orders at any time.Keywords: Information Technology; Web-based Ordering System; The Largest Footwear Company.AbstrakDalam menyikapi persaingan yang semakin kompetitif pada setiap bisnis, perusahaan harus menemukan beberapa ide untuk menunjang penjualan produk semakin meningkat, guna mencapai tujuannya, strategi yang digunakan yaitu membuat sebuah sistem informasi pemesanan yang berbasis web. Penelitian ini membantu perusahaan dalam mengolah data transaksi yang optimal dan menjangkau konsumen agar lebih mudah dalam melakukan transaksi/pemesanan. Metode model waterfall di implementasikan pada proses pengumpulan data, yang meliputi: tahap analisa, design, pengkodean, pengujian, pendukung (Support) dan tahap pemeliharaan (Maintenance). Tujuan dari penelitian ini yaitu membuat sistem informasi pemesanan sepatu berbasis web, yang bisa dimanfaatkan dalam melakukan pelayanan kepada pelanggan dalam memberikan informasi mengenai produk sepatu yang ada, sehingga informasi yang diperoleh pelanggan bisa dilihat secara real time dan pelanggan bisa melakukan pemesanan barang kapan saja.Kata Kunci: Teknologi Informasi; Sistem Pemesanan Berbasis Web; Perusahaan Alas Kaki Terbesar.
Web-Based E-Tatib Information System Case Study at State Vocational High School 1 Jabon Sidoarjo Sistem Informasi E-Tatib Berbasis Web Studi Kasus di SMK Negeri 1 Jabon Sidoarjo Hasan, Jamal; Rosid, Mochamad Alfan; Eviyanti, Ade; Setiawan, Hamzah
Journal for Technology and Science Vol. 1 No. 1 (2024): Journal for Technology and Science
Publisher : PT ANTIS INTERNATIONAL PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61796/ipteks.v1i1.96

Abstract

This research was conducted because the need for an increasingly stringent Standard Operating Procedure (SOP) in the industrial world. With the existence of SOPs in the world of education industry, of course, they have to match the needs according to existing standards. SMK Negeri 1 Jabon Sidoarjo formed a Team of Rules (Tatib) which implemented SOPs in accordance with Industrial World standards. Handling related to Tatib is still done manually using a book. Of course, with manual recording, efficiency in processing time and reporting is constrained if needed in a short time. The recording process begins with the admin entering the master data required by the information system, then the teacher enters the recording of student violations. The final process for the Counseling Guidance (BK) team can see the number of range points that have been stored and will then make reports outside the information system. That way the process makes the work of the BK team more accurate and faster
Optimization of Feature Selection on Student Complaint Data Using Recursive Feature Elimination to Improve Academic Service Quality Setiawan, Hamzah; Senja Fitrani, Arief; Rahmawati, Yunianita; Wirabumi Putra, Cakra; Usqi Salsabila, Firdausi
International Journal of Engineering, Science and Information Technology Vol 5, No 1 (2025)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v5i1.707

Abstract

This study aims to optimize the feature selection process on student complaint data regarding academic services in universities using the Recursive Feature Elimination (RFE) method. Student complaints' diverse and complex nature requires in-depth analysis to identify crucial features that affect service satisfaction. An accurate feature selection process can help universities understand the most frequently reported issues, enabling them to respond and improve services more effectively. The research utilizes complaint data from various aspects of academic services, such as administration, facilities, and faculty interactions. After preprocessing the data to remove noise and irrelevant entries, RFE is applied to select the most relevant features. Subsequently, a classification model is built using the selected features to identify the most significant complaint patterns. Model evaluation is conducted through cross-validation techniques to ensure accuracy and reliability, with metrics such as accuracy, precision, recall, and F1-score. The results demonstrate that the RFE method significantly enhances model performance in selecting essential features, making the classification model more efficient and accurate in predicting student complaints. Thus, this study contributes significantly to assisting universities in enhancing the quality of academic services through a more targeted analysis of student complaints. Implementing this method will improve the complaint-handling process and increase overall student satisfaction
Rancang Bangun Aplikasi Notifikasi Dan Geolocation Pada Pedagang Keliling Terdekat Berbasis Android Rina Safitri; Hamzah Setiawan; Novia Ariyanti; Rohman Dijaya
Decode: Jurnal Pendidikan Teknologi Informasi Vol. 4 No. 1: MARET 2024
Publisher : Program Studi Pendidikan Teknologi Infromasi UMK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51454/decode.v4i1.173

Abstract

Maraknya pedagang keliling di Indonesia menjadi suatu tantangan tersendiri bagi masyarakat dalam mencari pedagang keliling terdekat. Oleh karena itu, dibutuhkan suatu aplikasi yang dapat membantu calon pembeli dalam mencari pedagang keliling terdekat dengan mudah dan efisien. Rancang Bangun Aplikasi Notifikasi dan Geolocation pada Pedagang Keliling Terdekat Berbasis Android merupakan aplikasi yang dirancang dengan tujuan untuk memudahkan calon pembeli dalam mencari pedagang keliling di sekitar lokasi mereka berada. Aplikasi ini memanfaatkan fitur geolocation pada perangkat Android dan menggunakan algoritma Haversine untuk menghitung jarak antara lokasi calon pembeli dengan lokasi pedagang keliling. Selain itu, aplikasi ini juga dilengkapi dengan fitur notifikasi yang akan memberikan informasi kepada calon pembeli jika ada pedagang keliling terdekat yang sedang berada di sekitar lokasi mereka. Aplikasi ini dirancang dengan menggunakan metode penelitian Software Development Life Cycle (SDLC) dengan model pengembangan Waterfall yang terdiri dari 5 tahapan yaitu analisis kebutuhan, desain sistem, perancangan sistem, pengujian sistem, serta tahapan implementasi dan evaluasi sistem. Perancangan sistem menggunakan bahasa pemrograman Kotlin serta menggunakan Android Studio sebagai platform pengembangan. Hasil pengujian blackbox menunjukkan bahwa aplikasi dapat berjalan dengan baik dan memberikan hasil yang akurat.
EDUKASI DIGITAL DI SMPN 2 PACET: MENINGKATKAN LITERASI UNTUK MENCEGAH KEJAHATAN SIBER Setiawan, Hamzah; Nuraini, Intan; Aulia Aliffiandi, Rizca; Grahita Albarika, Ayu; Sinta Nuriyah, Rizky
Tepak Sirih : Jurnal Pengabdian Masyarakat Madani Vol. 4 No. 1 (2025): Tepak Sirih : Jurnal Pengabdian Kepada Masyarakat Madani
Publisher : LPPM Universitas Pasir Pengaraian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30606/jpmm.v4i1.3273

Abstract

Kegiatan pengabdian masyarakat ini diselenggarakan di SMPN 2 Pacet dengan tema "Teknologi untuk Kebaikan, Internet Tanpa Kejahatan". Kegiatan ini bertujuan untuk meningkatkan kesadaran dan pemahaman masyarakat, khususnya generasi muda, mengenai pemanfaatan teknologi secara positif dan bertanggung jawab. Ruang lingkup kegiatan mencakup seminar dan sosialisasi yang membahas berbagai topik utama, seperti pemanfaatan teknologi untuk kebaikan, keamanan internet, etika dalam berinternet, dan literasi digital. Metode yang digunakan dalam kegiatan ini adalah pendekatan edukatif melalui seminar interaktif dan diskusi kelompok. Peserta kegiatan terdiri dari siswa, guru, orang tua, dan tokoh masyarakat. Data yang dikumpulkan berasal dari hasil observasi serta evaluasi pemahaman peserta sebelum dan sesudah kegiatan. Hasil evaluasi menunjukkan peningkatan pemahaman peserta terkait pentingnya penggunaan teknologi secara bijak, dengan indikator meningkatnya kesadaran akan ancaman dunia digital serta kemampuan mengidentifikasi dan menghindari kejahatan siber. Kesimpulan dari kegiatan ini menegaskan bahwa edukasi mengenai teknologi dan internet sangat diperlukan bagi masyarakat, terutama generasi muda, guna menciptakan lingkungan digital yang aman, nyaman, dan bermanfaat bagi semua. Keberhasilan kegiatan ini menunjukkan bahwa pendekatan edukatif berbasis seminar dan diskusi efektif dalam meningkatkan literasi digital. Rekomendasi ke depan adalah memperluas cakupan kegiatan ke lebih banyak sekolah serta memperdalam materi mengenai keamanan digital.
Humanoid object detection moving in open space using YOLOv8 Yansah, Muhammad Kahfi; Dijaya, Rohman; Setiawan, Hamzah; Sumarno, Sumarno
Matrix : Jurnal Manajemen Teknologi dan Informatika Vol. 15 No. 2 (2025): Matrix: Jurnal Manajemen Teknologi dan Informatika
Publisher : Unit Publikasi Ilmiah, P3M, Politeknik Negeri Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31940/matrix.v15i2.60-71

Abstract

This study explores the application of the YOLOv8 algorithm in detecting humanoid objects in an open space environment, with a special focus on school areas such as parking lots. The main objective is to develop an intelligent system that can accurately identify students based on four uniform classifications: none, grey, batik, and department-specific uniforms. The system is designed to function effectively in real-time by analyzing image and video data. The research methodology begins with data acquisition using CCTV footage, followed by annotation and preprocessing using Roboflow. The dataset consists of 314 images with 1,649 labeled bounding boxes, which are then divided into training and validation sets. A yaml configuration file is created to interact with the YOLOv8 model. Training is performed using YOLOv8s variants, with experimental variations in image size, batch size, and epochs to optimize model performance. The evaluation results show that the model achieves a precision of 0.86, a recall of 0.92, and a mean Average Precision (mAP@0.50) of 0.93. Furthermore, visual testing confirms the system's ability to detect students with a total detection accuracy of 85%. Some minor errors were observed in distinguishing between visually similar classes, such as batik and department uniforms. These results demonstrate the robustness and reliability of YOLOv8 in dynamic real-world environments. This study concludes that YOLOv8 can be effectively applied to educational settings for surveillance or monitoring systems. Future research will focus on improving accuracy by expanding the dataset and incorporating more diverse categories of humanoid objects.
ONION CRACKERS SALES FORECASTING USING ARTIFICIAL NEURAL NETWORK METHOD AND HOLT'S DOUBLE EXPONENTIAL SMOOTHING setiawan, hamzah
MULTITEK INDONESIA Vol 18 No 1 (2024): Juli
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24269/mtkind.v18i1.7501

Abstract

Changes in product demand is a problem that is often faced by the industry as well as one of them is onion crackers. Tapioca flour is the main ingredient used to make onion crackers. Because the demand for crackers is always changing, this company often experiences excess or shortage of raw materials. If there is an excess of raw materials, the company must incur additional costs for the maintenance and storage of raw materials so that raw materials can be properly stored in accordance with existing standards, which of course costs a lot. Therefore, companies must plan to solve this problem by planning raw material requirements by forecasting raw material requirements using the artificial neural network method and double exponential smoothing holt. The results showed that the artificial network method had a mean square error of 0.120 and the mean square error using the double exponential smoothing method yielded a value of 206.19. Based on these two values, it can be concluded that the artificial neural network method is more accurate than the double exponential smoothing holt method. This can be seen by comparing the roat mean square error values of the two methods..
Prediction Model of Voter Participation Using Naïve Bayes and Village Development Indicators: Model Prediksi Partisipasi Pemilih Menggunakan Naïve Bayes dan Indikator Pembangunan Desa Abidin, Husnul; Fitrani, Arif Senja; Setiawan, Hamzah; Indahyanti, Uce
Indonesian Journal of Cultural and Community Development Vol. 16 No. 2 (2025): June
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijccd.v16i2.1243

Abstract

Background: Electoral participation reflects the quality of democracy, particularly in rural communities with diverse socioeconomic structures. Specific Background: In Sidoarjo Regency, disparities in participation levels among villages suggest that local development factors play a crucial role. Knowledge Gap: Previous models only used demographic attributes without integrating the multidimensional Village Development Index (IDM) indicators. Aims: This study aims to construct a predictive model of voter participation using the Naïve Bayes classification algorithm based on IDM data. Results: By applying preprocessing, feature selection, and probabilistic classification to 48 attributes of IDM, the model achieved 78.65% accuracy, 79% precision, 76% recall, and 77% F1-score, revealing that education, health, and accessibility variables are key predictors. Novelty: Unlike prior research, this work combines social, economic, and ecological IDM dimensions with an open-source Python-based approach for transparent model validation. Implications: The findings demonstrate the feasibility of data-driven governance tools for mapping electoral participation and can support strategic planning to improve civic engagement in rural Indonesia.Highlights:• Uses IDM indicators to predict election participation• Naïve Bayes model achieves 78.65% accuracy• Supports data-driven democratic planning
Peningkatan Peran Kader Lansia dalam Meningkatkan Kesehatan Lansia di masa pandemi covid-19 Desa Penatarsewu Kecamatan Tanggulangin Sidoarjo Amelia Kusumawardani, Paramitha; Cholifah, Siti; Setiawan, Hamzah
Prosiding University Research Colloquium Proceeding of The 13th University Research Colloquium 2021: Kebencanaan dan Pengabdian Masyarakat
Publisher : Konsorsium Lembaga Penelitian dan Pengabdian kepada Masyarakat Perguruan Tinggi Muhammadiyah 'Aisyiyah (PTMA) Koordinator Wilayah Jawa Tengah - DIY

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Pandemi covid-19 berdampak multidimensi di berbagaiaspek kehidupan terutama lanjut usia (lansia) yang menghadapirisiko signifikan terkena covid-19. Protokol kesehatan danpemantauan kesehatan lansia di masa pandemi saat ini tidakberjalan sesuai dengan peraturan yang berlaku. Tidak sedikitlansia yang tidak menyadari pentingnya melaksanakan protokolkesehatan dalam pencegahan penularan covid-19 sehingga untukmemaksimalkan penularan covid-19 maka tim pengabdimelakukan kegiatan pada kader lansia di masa pandemi saat ini.Tujuan pengabdian kepada masyarakat ini mampu memberikanpeningkatan derajat mutu kesehatan lansia supaya hidup sehatdan mandiri di masa pandemic. Pelaksanaan pengabdianmasyarakat dilakukan di pos posyandu lansia desa Penatarsewukecamatan Tanggulangin Sidoarjo dengan dihadiri oleh mitrapengabdian yaitu kader lansia, perangkat desa dan timpengabdian masyarakat. Kegiatan yang diadakan pelatihanprotokol kesehatan 5 M, dengan diadakannya pelatihan ini makakader – kader lansia dapat meningkatkan pengetahuannyatentang protokol kesehatan 5 M dan mencegah penularan covid19 terutama pada lansia. Kegiatan yang kedua yaitu pelatihanpemantauan kesehatan lansia di masa pandemi covid-19.Pastisipasi mitra dengan menjadi kader dan memantau kesehatanpara lansia dengan mandiri. Kemudian memberikan info grafisberupa poster tentang protokol kesehatan dan pemantauankesehatan lansia di masa pandemi covid-19. Setelah diberikanpelatihan tersebut, kader-kader lansia akan di damping olehpetugas kesehatan dan tim pengabdi serta mahasiswa kebidananuntuk melaksanakan kegiatan sesuai pelatihan yang sudahdiberikan.
Visualisasi Gedung Kampus 1 Universitas Muhammadiyah Sidoarjo MenggunakanAugmented Reality Sebagai Media Informasi Taurusta, Cindy; Asiddiq, Afnizar Maulana; Suprianto1, Suprianto; Setiawan, Hamzah
Journal of Technology and System Information Vol. 1 No. 1 (2024): January
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/jtsi.v1i1.2146

Abstract

The making of this application is as a promotional medium to increase the number of new students and introduce the campus when PMB conducts campus tours. Visualization of augmented reality (AR) campus 1 buildings at Muhammadiyah University of Sidoarjo as an information medium that can combine real and virtual objects in 3D buildings in real time. This study uses the Marker Based Tracking Method to produce applications that can display building visuals in 3D and can scan markers by pointing the smartphone camera at brochures from various angles including: top, left and right sides and back.
Co-Authors Abidin, Husnul Ade Eviyanti Ade Eviyanti Adi Putra, Lutfi Adiffanani Ramdansyah Alshaf Pebrianggara Amelia, Paramitha Angga Wibawa Saputra Angga Arief Wicaksono, Arief Arif Senja Fitrani Arif Senja Fitriani Arisandi, Ricky Renaldo Asiddiq, Afnizar Maulana Aulia Aliffiandi, Rizca Aziziyah, Ismi Anisa Azmuri Wahyu Azinar Duwi Rahayu Enggi Sabrilla Assara Fuad Azis Muslim Gilang Pralaya Grahita Albarika, Ayu Hari Moerti Hasan, Jamal Hindarto Hindarto Hindarto Ika Ratna Ika Ratna Indra Astutik Ika Ratna Indra Astutik Imanda, Almyra Gitta Intan Nuraini Irwan A. Kautsar Irwan Alnarus Kautsar Jefry Fernando M Cholis Afandi M. Alfan Rosyid Moch Bagus Tri Cahyo Moch Ridwan Alwi Moch Ridwan Alwi Mochamad Alfan Rosid Mochamad Surohadi Mochammad Septa Sandy Mohamad Haris Muzadi Muhammad Agung Laksono Muhammad Fikri Muhammad Mursidil Arif Muhammad, Fajar Muhammad, Khithoh Sabda Novia Ariyanti Nur Maslikhatun Nisak Nuril Lutvi Azizah Paramitha Amelia Kusumawardani Pratiwi, Rosa Machmuda Qur'ani, Meisyilia Difanada Rachmat Firdaus Rayhanantha Akbar Putra Prasetyo Ribangun Bamban Jakaria Rina Safitri Riswanto Rizky Budi Aprianto Rizky Rahmahdian Sandy Rohman Dijaya sandy, Mochamad septa Saputra Budianto Putra Senja Fitrani, Arief Sinta Nuriyah, Rizky Siti Cholifah SITI CHOLIFAH Siti Cholifah Steven Gerrard Sumarno . Sumarno Sumarno Suprianto Suprianto Suprianto1, Suprianto Taurusta, Cindy Triwahono, Handi Uce Indahyanti Usqi Salsabila, Firdausi Wildan Arif Hidayatulloh Wirabumi Putra, Cakra Wiwik Sumarmi Yansah, Muhammad Kahfi Yunianita Rahmawati Zulham Efendi, Muhammad