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All Journal JURNAL SISTEM INFORMASI BISNIS Jurnal Hubungan Internasional Jurnal Informatika dan Teknik Elektro Terapan JUSIFO : Jurnal Sistem Informasi INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi JURNAL ILMIAH INFORMATIKA JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI INTECOMS: Journal of Information Technology and Computer Science JURNAL TEKNOLOGI DAN OPEN SOURCE Simtek : Jurnal Sistem Informasi dan Teknik Komputer Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Jurnal Teknologi Informasi dan Multimedia Journal of Information Systems and Informatics bit-Tech JATI (Jurnal Mahasiswa Teknik Informatika) Nusantara Science and Technology Proceedings Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Sawala : Jurnal pengabdian Masyarakat Pembangunan Sosial, Desa dan Masyarakat Jurnal Pendidikan dan Teknologi Indonesia International Journal of Engineering, Science and Information Technology Djtechno: Jurnal Teknologi Informasi Jurnal Mahasiswa Sistem Informasi (JMSI) KLIK: Kajian Ilmiah Informatika dan Komputer International Journal of Data Science, Engineering, and Analytics (IJDASEA) JITSI : Jurnal Ilmiah Teknologi Sistem Informasi COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Abdimas Altruis: Jurnal Pengabdian Kepada Masyarakat Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Ilmiah Sistem Informasi dan Ilmu Komputer JUSIFOR : Jurnal Sistem Informasi dan Informatika Journal of Artificial Intelligence and Digital Business Seminar Nasional Ilmu Terapan MDP Student Conference ILTEK : Jurnal Teknologi Scientica: Jurnal Ilmiah Sains dan Teknologi Information Technology International Journal (ITIJ) Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika Router : Jurnal Teknik Informatika dan Terapan Repeater: Publikasi Teknik Informatika dan Jaringan Neptunus: Jurnal Ilmu Komputer dan Teknologi Informasi Prosiding Seminar Nasional Indonesia Router : Jurnal Teknik Informatika dan Terapan
Abdul Rezha Efrat Najaf
Department Of Information System Department, Faculty Of Computer Science, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya 60294, Indonesia
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Rancang Bangun Sistem Rekomendasi Produk Skincare Menggunakan Metode Hybrid Collaborative Filtering Berbasis Android Manti, Rival Septian Jeflin; Najaf, Abdul Rezha Efrat; Permatasari, Reisa
COMSERVA : Jurnal Penelitian dan Pengabdian Masyarakat Vol. 5 No. 1 (2025): COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/comserva.v5i1.3122

Abstract

Industri skincare mengalami pertumbuhan signifikan seiring meningkatnya kesadaran masyarakat terhadap kesehatan kulit. Namun, isu over-claim produk dan kurangnya transparansi informasi menimbulkan keraguan konsumen dalam memilih produk yang tepat. Penelitian ini bertujuan untuk merancang sistem rekomendasi produk skincare berbasis Android dengan menerapkan metode Hybrid Collaborative Filtering yang menggabungkan Content-Based Filtering dan Item-Based Collaborative Filtering melalui pendekatan switching. Sistem dikembangkan menggunakan bahasa pemrograman Kotlin, Jetpack Compose, dan Firebase sebagai backend. Proses pengembangan mengikuti metodologi SCRUM dan melibatkan 100 produk skincare dengan data rating serta atribut pengguna yang dikumpulkan melalui scraping dan kuisioner. Pengujian dilakukan dengan evaluasi Mean Absolute Error (MAE) dan Precision, serta Blackbox Testing untuk pengujian fungsional. Hasil menunjukkan metode hybrid ini mampu menghasilkan rekomendasi yang relevan, mengatasi masalah cold-start bagi pengguna baru, dan meningkatkan akurasi rekomendasi seiring bertambahnya data pengguna. Sistem ini mencatat nilai precision sebesar 0,80 untuk metode content-based dan 0,88 untuk collaborative filtering, serta penurunan MAE dari 0,624 menjadi 0,532 dengan peningkatan jumlah user. Temuan ini memperlihatkan bahwa integrasi metode switching hybrid dalam aplikasi mobile dapat menjadi solusi efektif dalam memberikan rekomendasi personal di tengah tantangan pasar skincare digital yang dinamis.
Desain Aplikasi SobatIkan Berbasis Android Menggunakan Metode Double Diamond Aulia Rahma, Faradhiya; Ana Wati, Seftin Fitri; Efrat Najaf, Abdul Rezha
Jurnal Pendidikan dan Teknologi Indonesia Vol 5 No 7 (2025): JPTI - Juli 2025
Publisher : CV Infinite Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jpti.897

Abstract

Penelitian ini bertujuan merancang antarmuka pengguna (UI) dan pengalaman pengguna (UX) untuk aplikasi SobatIkan berbasis Android guna menjawab permasalahan yang dihadapi dalam sektor perikanan budidaya yaitu proses pendaftaran penyuluhan dan pengumpulan laporan produksi secara manual, sistem penjualan yang masih konvensional, terbatasnya layanan pengantaran, kesulitan memperoleh pakan berkualitas, serta penanganan penyakit ikan. Metode yang digunakan adalah Double Diamond yang terdiri dari empat tahapan yaitu Discover, Define, Develop, dan Deliver. Data dikumpulkan melalui observasi, wawancara, dan studi literatur, yang kemudian dianalisis untuk menentukan kebutuhan. Hasil akhir berupa prototipe aplikasi diuji melalui usability testing dengan pendekatan System Usability Scale (SUS). Hasil pengujian menunjukkan desain aplikasi memiliki nilai effectiveness sebesar 90%, efficiency 81,8%, dan satisfaction dengan skor SUS 88,5 yang dikategorikan “Excellent”. Hasil ini menunjukkan bahwa rancangan UI/UX aplikasi SobatIkan mampu memberikan solusi digital yang efektif, efisien, dan memuaskan dalam mendukung digitalisasi sektor perikanan budidaya. Penelitian ini memberikan kontribusi dalam pengembangan desain aplikasi perikanan budidaya berbasis pendekatan partisipatif dan berorientasi pengguna.
MANIFESTASI SMART VILLAGE MELALUI EDUKASI, SIMULASI DAN DIGITALISASI PENGELOLAAN SAMPAH PEDESAAN DI DESA TEGAREN Nuryananda, Praja Firdaus; Rospricilia, Tita Ayu; Dwiridotjahjono, Jojok; Efrat, Abdul Rezha; Suryanto, Tri Lathif Mardi; Alla, Muhammad Anbiya Fath; Mustika, Yesi Rahma
Sawala : Jurnal pengabdian Masyarakat Pembangunan Sosial, Desa dan Masyarakat Vol 6, No 2 (2025): Sawala : Jurnal pengabdian Masyarakat Pembangunan Sosial, Desa dan Masyarakat
Publisher : Universitas Padjadjaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24198/sawala.v6i2.58948

Abstract

Desa Tegaren adalah salah satu desa di Kabupaten Trenggalek yang berprestasi, salah satunya adalah penghargaan Adipura Desa yang diraih pada 2023 dan 2024. Namun, demografi di Tegaren semakin menua. Sedangkan mayoritas penduduk yang bekerja sebagai petani atau buruh tani juga cukup kesulitan untuk beradaptasi dengan pergerakan zaman yang lebih cepat daripada yang mereka bayangkan. Berdasarkan kondisi tersebut, Tegaren juga memiliki kesulitan untuk berinovasi dan meningkatkan partisipasi warganya dalam hal pengelolaan sampah desa. Untuk menjawab tantangan itu, program edukasi, simulasi, dan digitalisasi pengelolaan sampah di Tegaren telah diinisiasi. Dengan menggunakan pendekatan PRA, observasi, dan vestibule training, serta metode pelatihan dan pendampingan, program pengabdian kepada masyarakat ini berupaya mewujudkan konsep smart village secara perlahan ke dalam ekosistem kehidupan di Tegaren.Pelaksanaan kegiatan berfokus pada warga RT. 02, Dusun Krajan, Desa Tegaren, karena warga tersebut memiliki kesadaran dan kemauan yang lebih ketimbang di RT yang lainnya. Program ini juga memperkuat pilar smart people, smart environment, smart economic, dan smart government sebagai fondasi dari smart village. Program ini telah berhasil meningkatkan edukasi masyarakat Tegaren, terutama pengelola Bank Sampah Induk Insan Berdaya. Program pengabdian masyarakat yang dilakukan juga semakin menguatkan predikat desa wisata di Desa Tegaren dengan mengorelasikan keberlanjutan lingkungan dengan kepariwisataan.
Rancang Bangun Website SI B-TIS pada BPDAS Brantas Sampean dengan Metode RAD Hadi, Tasya Diva Fortuna; Najaf, Abdul Rezha Efrat; Kartika, Dhian Satria Yudha
Jutisi : Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Vol 14, No 2: Agustus 2025
Publisher : STMIK Banjarbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35889/jutisi.v14i2.2788

Abstract

The advancement of information technology encourages government institutions to improve the quality of public services, including the free seed distribution program by the Ministry of Forestry through the Brantas Sampean Watershed Management Agency (BPDAS Brantas Sampean). However, the seed request process at BPDAS Brantas Sampean is still conducted manually and lacks centralization, making data recording and access to seed availability information difficult. This study aims to develop a web-based Seed Request Information System (Si B-Tis) to facilitate the submission and monitoring of seed requests. The system was developed using the Rapid Application Development (RAD) method with the CodeIgniter framework. Key features of the system include request submission, seed availability information, request monitoring, and report generation. Testing was carried out using the Blackbox method to ensure that all functionalities operate as expected. The test results show that the system functions properly and is suitable for supporting the digitalization of the seed request service at BPDAS Brantas Sampean.Kata kunci: Information System; Seedling request; Rapid Application Development; BPDAS Brantas Sampean AbstrakPerkembangan teknologi informasi mendorong instansi pemerintahan untuk meningkatkan kualitas layanan publik, termasuk dalam program pembagian bibit gratis oleh Kementerian Kehutanan melalui Balai Pengelolaan Daerah Aliran Sungai (BPDAS) Brantas Sampean. Namun, proses pengajuan permohonan bibit di BPDAS Brantas Sampean masih dilakukan secara manual dan belum terpusat, sehingga menyulitkan pencatatan data serta akses informasi terkait ketersediaan bibit. Penelitian ini bertujuan untuk membangun Sistem Informasi Permohonan Bibit Gratis (Si B-Tis) berbasis website guna mempermudah proses pengajuan dan pemantauan permohonan bibit. Sistem dikembangkan menggunakan metode Rapid Application Development (RAD) dengan framework CodeIgniter. Fitur utama dalam sistem meliputi pengajuan permohonan, informasi ketersediaan bibit, monitoring permohonan, serta pencetakan laporan. Pengujian dilakukan menggunakan metode Blackbox untuk memastikan bahwa seluruh fungsionalitas berjalan sesuai dengan yang diharapkan. Hasil pengujian menunjukkan bahwa sistem berfungsi dengan baik dan layak digunakan dalam mendukung digitalisasi layanan permohonan bibit di BPDAS Brantas Sampean. 
PENERAPAN METODE RAPID APPLICATION DEVELOPMENT PADA PENGEMBANGAN SISTEM INFORMASI ADMINISTRASI BIMBEL MEC Salsabilla, Kharisma Agustya Zahra; Najaf, Abdul Rezha Efrat; Mukhlis, Iqbal Ramadhani
Simtek : jurnal sistem informasi dan teknik komputer Vol. 10 No. 2 (2025): Oktober 2025
Publisher : STMIK Catur Sakti Kendari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51876/simtek.v10i2.1568

Abstract

Bimbingan belajar MEC (Millennials Education Center) merupakan layanan bimbingan belajar yang membantu siswa untuk mempersiapkan diri menghadapi berbagai jenis ujian masuk, seperti perguruan tinggi, sekolah kedinasan, TNI/POLRI, dan tes CPNS. Proses administrasi manual pada bimbingan belajar MEC menimbulkan resiko kehilangan data dan ketidakefisienan dalam pengelolaan informasi. Penelitian ini bertujuan mengembangkan sistem informasi berbasis website dengan metode Rapid Application Development (RAD). Pendekatan RAD dipilih karena memungkinkan pengembangan sistem secara cepat melalui kolaborasi intensif dengan pengguna. Sistem yang dikembangkan mencakup pengelolaan data siswa, tutor, program, jadwal, dan pembayaran. Hasil pengujian menggunakan metode black box testing menunjukkan bahwa seluruh fitur berjalan sesuai dengan harapan. Penerapan sistem ini diharapkan dapat meningkatkan efisiensi operasional dan kualitas layanan MEC secara menyeluruh.
Rancang Bangun Sistem Informasi Perpustakaan SMA Negeri 1 Sreseh Sampang Berbasis Website Dengan Metode Rad Fais Irwanda; Agussalim Agussalim; Abdul Rezha Efrat Najaf
Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi Vol. 2 No. 3 (2024): Agustus: Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/neptunus.v2i3.214

Abstract

Currently, the development of information technology has advanced in all sectors, one of which is the education sector which plays an important role in optimizing library functions and services in educational institutions. SMA Negeri 1 Sreseh Sampang developed a library information system to increase effectiveness and accessibility in managing libraries. System development was carried out using a RAD approach, including workshops on requirements planning, design and implementation. During implementation, the system utilizes a web platform compiled with the Laravel framework and MySQL database. The results of this research show that the library information system of SMA Negeri 1 Sreseh Sampang can cover all library business needs and can be used by all library members and employees, so that information can be presented more quickly and efficiently.
Sistem Pendeteksi Penyakit Kanker Kulit Menggunakan Convolutional Neural Network Arsitektur YOLOv8 Berbasis Website Egga Naufal Daffa Tanadi; Dhian Satria Yudha Kartika; Abdul Rezha Efrat Najaf
Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi Vol. 2 No. 3 (2024): Agustus: Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/neptunus.v2i3.224

Abstract

Skin cancer has high incidence and fatality rates, making accurate and rapid detection crucial. This study developed a web-based skin cancer detection system using YOLOv8. The model detects seven types of skin cancer using a dataset of 3500 annotated images. Methods included data collection, pre-processing, augmentation, model training, and performance evaluation using precision, recall, and mean Average Precision (mAP). Results show that the YOLOv8 model achieved a precision of 0.975 and a recall of 0.969. Evaluation with a confusion matrix demonstrated strong detection capabilities. A web interface was developed to allow users to upload images and view detection results in real-time. The YOLOv8-based skin cancer detection system provides accurate results and can be used as a tool for early diagnosis.
Sistem Informasi Bimbingan Tugas Akhir Mahasiswa menggunakan Model SDLC Berbasis Iconix Process Ana Wati, Seftin Fitri; Fitri, Anindo Saka; Vitianingsih, Anik Vega; Najaf, Abdul Rezha Efrat; Maukar, Anastasia Lidya
Jurnal Sistem Informasi Bisnis Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024
Publisher : Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21456/vol14iss3pp224-236

Abstract

The final thesis assignment plays a crucial role in enabling students to meet the graduation requirements from college. However, the process of scheduling guidance for the final assignment between students and lecturers still relies on several common applications such as WhatsApp or email, which are not specifically designed for this purpose. The accumulation of incoming messages and various types of message information poses a challenge in the guidance process, leading to missed messages between students and lecturers and a lack of recorded information regarding the history of the process and guidance materials. These are some of the current issues. This paper aims to evaluate the functionality, quality, and reliability of the system by conducting black box testing on the application developed for the student final project guidance information system. This application uses the Iconix process-based SDLC (system development life cycle) model, covering student and lecturer profile information, guidance information, proposal submission, progress of the final thesis assignment, meeting schedule, guidance material, discussion forum, survey evaluation, and contact information. The SDLC model is employed in this research because it can effectively and efficiently achieve project targets, enhance software quality standards, and assist in better risk management and adaptation to change. The model comprises planning, needs analysis, design using the Iconix process, implementation, system testing, and maintenance. The Iconix process is utilized for system design modeling and analysis. Black box testing is performed on the system to verify that the system’s functional requirements are operating correctly. The findings of this research can serve as a control for management in the service and administration of final assignment guidance in higher education.
Analisis Kesuksesan Layanan Digital Perguruan Tinggi Menggunakan Model Delone & McLean untuk Meningkatkan Kepuasan Pengguna Wulansari, Anita; Kartika, Dhian Satria Yudha; Najaf, Abdul Rezha Efrat; Suryanto, Tri Lathif Mardi; Faroqi, Asif
Jurnal Sistem Informasi Bisnis Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024
Publisher : Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21456/vol14iss2pp153-161

Abstract

Implementation of ICT in various services in tertiary institutions needs to be accompanied by good quality. Therefore, it is necessary to evaluate to ensure the success of the service. The study aims to analyze the relationship between system quality, information quality and service quality to user satisfaction and then the relationship between user satisfaction to net benefit. In addition, three different system, namely academic information system, student portal and credit point system were evaluated to obtain broader understanding on those relationship. Survey data were collected from 451 students using those systems. SEM-PLS was applied to the obtained data. According to the empirical results, factors affected user satisfaction on academic information system was different than student portal and credit point system. However, it was found that user satisfaction affected net benefit. As a result, the successful factors on academic information system, student portal and credit point system were different. Thus, it was necessary to put a careful attention on the improvement aspect on each of those system. This paper aims to analyze factors affecting online services success to increase user satisfaction.
PEMANFAATAN TOOL ARTIFICIAL INTELLIGENCE (AI) CHATGPT UNTUK OPTIMALISASI PROSES ASESMEN PEMBELAJARAN Najaf, Abdul Rezha Efrat; Agussalim, Agussalim; Sihananto, Andreas Nugroho
ABDIMAS ALTRUIS: Jurnal Pengabdian Kepada Masyarakat Vol 8, No 2 (2025): Oktober 2025
Publisher : Universitas Sanata Dharma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24071/aa.v8i2.9512

Abstract

In the era of Society 5.0, education must adopt technology to improve the quality of learning, especially by educators. Technology brings significant changes, with people becoming more aware of the importance of technology skills. Every curriculum requires assessment to evaluate the success of learning, provide an overview of student achievement, and identify areas for improvement. The use of AI tools in student assessment improves the efficiency and quality of learning, allowing for faster and more specific feedback. AI also helps students identify their weaknesses more quickly and work on improving them. The AI training was attended by 18 teachers, starting with registration and followed by AI introduction materials and evaluation training during the learning process. The participants were also accompanied directly to observe their knowledge and skills. The training ended with a posttest to measure participants' understanding. As a result, all participants completed the task, showing a good understanding of the material. The achievement of the objectives demonstrates the success of this training and the utilization of information technology, particularly ChatGPT AI tools, in the learning assessment process. The optimal use of AI requires continuous training for teachers.
Co-Authors Agung Brastama Putra Agussalim Agussalim Agussalim, Agussalim Agussalim, Agussalim Aisha Ramadhana Indira Santoso AlHafizh, Hadyan Alla, Muhammad Anbiya Fath Amalia Anjani Arifiyanti Amalia Anjani Arifiyanti Ana Wati, Seftin Fitri Anastasia Lidya Maukar Andreas Nugroho Sihananto Anggreani, Nilam Kumallah Anik Vega Vitianingsih Anindo Saka Fitri Apriyanti, Narti Arief Yahya Prasetio Arinta Ardiyono, Taufiq Arochma, Novita Maulana Aryo Sulistiono, Wisnu Asif Faroqi Aulia Putri Fajar Aulia Rahma, Faradhiya Aulia, Ervina Rosa Aviolla Terza Damaliana Azizatul Fara Dibah Badriyyah, Shofiyyatul Bilqis, Thufailah Nafiisah Bonda Sisephaputra Cahyo Wibowo, Nur Candra, Devilia Dwi Chilmi, Farid Daniar, Ivan Faiz Dewangga Nanda Arjuna Dhian Satria Yudha Kartika Egga Naufal Daffa Tanadi Fais Irwanda Fajar Kurnia Ferdiansyah, Rizky Fitri Ana Wati, Seftin Fitri, Anindo Saka Hadi, Tasya Diva Fortuna Hamdan, Arva Rizqullah Haq, Ahmad Nashirul Heni Lusiana Dewi Iqbal Ramadhani Mukhlis Ivan Faiz Daniar Jannah Arum Kemangi, Anisya Khanza Afiatul Jeremy David Alexander Jojok Dwiridotjahjono Kadek Dwi Natasya Pradnyani Kartika, Dhian Satria Yudha Khoirul Tarmidzi M Aldan Adiar Firdaus Manti, Rival Septian Jeflin Maulana, M. Kandias Happy Mawardi, Alfiandi Imam Mohamad Ilham Praditya Arifatul Nesta Mohamad Irwan Afandi Muhammad Muharrom Al Haromainy Mustika, Yesi Rahma Nabila Octavianti Nabila, Achmad Wildan Nesvia Nissa Artanti Nisrina, Nasywa Nugraha, Rizky Nurdin, Andi Nuryananda, Praja Firdaus Pamungkas, Dimas Fajri Permatasari, Reisa Prasasti Karunia Farista Ananto Prasasti Karunia Farista Ananto Purnaningsih, Elwis Ghaitza Putra, Rio Alghaniy Raden Mohamad Herdian Bhakti Radhyana Gayatri Faradilla Rafli Fahreza Ransi, Paloma Rizka Hadiwiyanti Rizka Hadiwiyanti Rizvina Hadi Imani Robawa, Rizki Setyo Putro Rudiany, Novita Putri Saka Fitri, Anindo Sakti, Ciptagusti Sila Salsabilla, Kharisma Agustya Zahra Sayyidah Nafisah Seftin Fitri Ana Wati Setiawan, Moch Rezeki Shafira, Putri Dian Shofiyyatul Badriyyah Sila Sakti, Ciptagusti Siti Oktavia Eka Putri Sriyanti, Zilvi Azus Sulastri, Eka Nanda Suryo Widodo Tita Ayu Rospricilia Tri Luhur Indayanti Sugata Wahyuni, Eka Dyar Wardani, Lina Wati, Seftin Fitri Ana Wibowo, Nur Cahyo Wulansari, Anita Yudha, Dhian Satria Zein, Isynariyah