10.58477/cj.v4i2 Published: 2026-08-31

Computer Journal Vol. 4 No. 2 (August 2026) presents a comprehensive collection of scholarly research highlighting contemporary advancements in artificial intelligence, software engineering, Internet of Things (IoT), and applied information systems. The edition prominently features machine learning and explainable AI (XAI) implementations—utilizing models such as Random Forest, XGBoost, CatBoost, and IndoBERT—applied to predictive modeling in urban climate phenomena, behavioral addictions, customer retention, and automated educational assessment. In the realm of IoT and hardware security, studies investigate real-time RFID monitoring, greenhouse microclimate control, laser-based intrusion detection, and vulnerability assessments aligned with OWASP standards, alongside storage performance evaluations of NTFS, exFAT, and EXT4 file systems on SSDs. Furthermore, the issue covers diverse system architecture designs and System Usability Scale (SUS) evaluations aimed at practical operational challenges, including hospital pharmacy inventory optimization, medical equipment maintenance, and MSME digitalization. Overall, this volume demonstrates the vital role of intelligent computing and reliable system engineering in driving digital transformation across healthcare, education, smart agriculture, and business operations.

Table of Contents
30 Published Articles
Articles
Implementasi Sistem Keamanan Nirkabel Berbasis IoT Menggunakan Sensor Laser, ESP32, dan Platform ThingSpeak untuk Deteksi Intrusi Ruangan
Mohammad Roziqin, Sujono Sujono
Pages: 52-57 Views: 163 Downloads: 55 DOI: 10.58477/cj.v4i2.405
Rancang Bangun Aplikasi Sistem Komunikasi Pengelolaan Reservasi antara Tenant Relation dan SPV Teknisi di Apartemen Margonda Residence 3, 4, dan 5 Depok Berbasis Web
Rayan Aditiya Permana, NM Faizah, Widyat Nurcahyo, Panser Karo-Karo
Pages: 58-70 Views: 190 Downloads: 66 DOI: 10.58477/cj.v4i2.420
UI/UX Design of a Web-Based Bag Sales Information System Using the Waterfall Method and Usability Evaluation with SUS: A Case Study of Carrefour Bag MSME
Meilanie Kirana, Asto Purwanto
Pages: 71-80 Views: 135 Downloads: 64 DOI: 10.58477/cj.v4i2.466
Performance and Efficiency Analysis of NTFS, exFAT, and EXT4 on SSD Using a Multi-Workload Approach
Wahyudin Wahyudin, Agung Permana, Jan Everhard
Pages: 81-92 Views: 123 Downloads: 105 DOI: 10.58477/cj.v4i2.476
Rancang Bangun Sistem Informasi Perizinan Santri Berbasis Web di Pesantren Muhammadiyah Al-Furqon
Faisal Egi Putra Sumpena, Alfadl Habibie, Taofik Muhammad
Pages: 93 -101 Views: 118 Downloads: 49 DOI: 10.58477/cj.v4i2.448
Peningkatan Akurasi Stok Obat melalui Evaluasi Sistem Logistik Menggunakan Root Cause Analysis dan Value Stream Mapping di Rumah Sakit XYZ
Ester Novita Sari, Toguy Abella Br Sirait, Anita Christine Sembiring
Pages: 102-112 Views: 89 Downloads: 45 DOI: 10.58477/cj.v4i2.488
Optimalisasi Perencanaan Persediaan Obat Esensial Menggunakan Analisis ABC (Always Better Control) dan Metode Peramalan untuk Mengurangi Kekosongan Stok di Rumah Sakit XYZ
Ika Bana Purba, Anjel Agita Br Ginting, Anita Christine Sembiring
Pages: 113-123 Views: 67 Downloads: 47 DOI: 10.58477/cj.v4i2.489
Sistem Informasi Penjadwalan Maintenance Alat Kesehatan Berbasis Desktop Menggunakan Metode Rapid Application Development
Roziah Roziah, Hery Sunandar, Hukendik Hutabarat
Pages: 124-135 Views: 80 Downloads: 34 DOI: 10.58477/cj.v4i2.464
Implementasi Metode Proof of Reserve pada Sistem Pengiriman Barang untuk Menjaga Integritas Data
Dwi Saidina Zulfela Sembiring, Ardiansyah Putra, Alex Zander Siregar, Alfito Surya Pradana, Rico Wijaya Dewantoro
Pages: 136-144 Views: 105 Downloads: 41 DOI: 10.58477/cj.v4i2.490
Evaluasi Penerimaan Generasi Z terhadap Chatbot Islami NURRA Menggunakan Technology Acceptance Model (TAM)
Salwa Aulia, Rizki Hikmawan, Raisyal Dimas Prayoga
Pages: 145-154 Views: 66 Downloads: 30 DOI: 10.58477/cj.v4i2.491
Sistem Informasi Pencatatan dan Pembayaran Layanan Medis Menggunakan Metode Rapid Application Development pada Praktik Mandiri Dokter
Lusia Rohyahni, Hery Sunandar, Syafriadi Syafriadi
Pages: 165-174 Views: 75 Downloads: 33 DOI: 10.58477/cj.v4i2.463
Implementasi Sistem Manajemen Keuangan Dan Dashboard Penjualan Berbasis Web Pada Usaha Hanbai Fotocopy
Marsa Rifqa, Untung Surapati, Mesra Betty Yel
Pages: 175-184 Views: 97 Downloads: 51 DOI: 10.58477/cj.v4i2.473
Rancang Bangun Company Profile Berbasis Web pada BKB PAUD Ceria Menggunakan Metode Waterfall dan Numerik untuk Meningkatkan Pengetahuan Orang Tua terhadap Informasi Sekolah
Irma Nur Najwa, Dwi Swasono Rachmad, Mesra Betty Yel
Pages: 185-194 Views: 63 Downloads: 25 DOI: 10.58477/cj.v4i2.478
Penerapan Metode OWASP IoT Top 10 dalam Analisis Kerentanan Keamanan Perangkat Internet of Things: Studi Kasus Smart Waste
Arif Rahman Hakim, Rizki Surya Permana, Demi Adidrana, Hertanto Suryoprayogo, Deny Haryadi
Pages: 195-204 Views: 108 Downloads: 40 DOI: 10.58477/cj.v4i2.471
Implementasi Internet of Things pada Sistem Absensi Mahasiswa Berbasis RFID dengan Monitoring Data Real-Time
Bachrul Ulum Fajar Arrafi, Kiki Setiawan, Mesra Betty Yel
Pages: 205-211 Views: 111 Downloads: 30 DOI: 10.58477/cj.v4i2.479
Pengembangan dan Evaluasi Sistem Informasi Peminjaman Barang Berbasis Google Apps Script
Albert Michael Putra Yochanan, Singgih Jatmiko
Pages: 212-223 Views: 75 Downloads: 26 DOI: 10.58477/cj.v4i2.470
Analisis Sentimen Ulasan Pengguna inDrive Menggunakan IndoBERT dan Algoritma Genetika pada Klasifikasi K-Nearest Neighbor
Muhammad Sigit Nurhafid, Rudiman Rudiman, Taghfirul Azhima Yoga
Pages: 224-237 Views: 72 Downloads: 50 DOI: 10.58477/cj.v4i2.497
Pemantauan Iklim Mikro Greenhouse Berbasis ESP32 dan Internet of Things (IoT) untuk Mendukung Pertanian Cerdas
Ardy Putra Ristiansyah, Sujono Sujono
Pages: 249-256 Views: 61 Downloads: 14 DOI: 10.58477/cj.v4i2.440
Penerapan Teknik Transformasi untuk Meningkatkan Kualitas Citra Penyakit Ganoderma pada Tanaman Kelapa Sawit Menggunakan CNN-Based Enhancement dan Gamma Correction
Aditya Aditya, Amanda Amanda, Dini Gustiningsih
Pages: 257-268 Views: 105 Downloads: 36 DOI: 10.58477/cj.v4i2.499
Penerapan Data Mining dalam Menentukan Kategori Barang Rongsokan Berdasarkan Frekuensi Penjualan Menggunakan Algoritma Naive Bayes
Sutisna Sutisna, A'allya Nabilla, Mesra Betty Yel
Pages: 269-274 Views: 55 Downloads: 17 DOI: 10.58477/cj.v4i2.486
Penerapan Ensemble Machine Learning Random Forest dan XGBoost dengan Explainable Artificial Intelligence (XAI) untuk Prediksi Urban Heat Island dan Land Surface Temperature di DKI Jakarta
Hertanto Suryoprayogo, Widang Muttaqin, Annisa Desianty
Pages: 275-291 Views: 80 Downloads: 33 DOI: 10.58477/cj.v4i2.501
Platform Digital Pemesanan Iklan PT Sumatera Ekspres Berbasis Dashboard Analitik dan Notifikasi WhatsApp
Ilham Apriliansah, Muhammad Izman Herdiansyah, Dinny Komalasari, Muhammad Nasir
Pages: 292-303 Views: 83 Downloads: 19 DOI: 10.58477/cj.v4i2.487
Security Analysis on Face Biometric Authentication Under Different AI-Manipulated Face
Fathimah Hasanti, Nurul Ilmi, Desi Nurnaningsih
Pages: 304-311 Views: 92 Downloads: 43 DOI: 10.58477/cj.v4i2.503
Analisis Faktor Risiko Penyelesaian Skripsi Mahasiswa Sistem Informasi Menggunakan Exploratory Factor Analysis (EFA)
Risah Subariah, Endin Fahrudin, Samso Supriyatna
Pages: 312-319 Views: 61 Downloads: 33 DOI: 10.58477/cj.v4i2.472
Absent or Unretrievable: A Two-Layer Knowledge Management Framework for Retrieval-Critical Product Knowledge in a Grocery E-Commerce AI Shopping Assistant
Sinatrio Bimo Wahyudi, Dana Indra Sensuse, Sofian Lusa, Muhammad Hafizh Qurani, Yordan Yasin, Icha Mailinda
Pages: 320-327 Views: 99 Downloads: 26 DOI: 10.58477/cj.v4i2.510
Predicting Hotel Booking Cancellations Using CatBoost and SHAP: An Explainable AI Approach Based on 2020–2026 Operational Data
I Made Sudana, Endang Wahyu Pamungkas
Pages: 328-343 Views: 73 Downloads: 16 DOI: 10.58477/cj.v4i2.511
Evaluasi Usability Mentari UNPAM Menggunakan Model SUS (System Usability Scale)
Firman Pratama, Devi Damayanti, Haekal Mimtazulfaqhi Zaydan, Gilang Ramadhan, M. Hafizh Rafid Hidayat
Pages: 344-350 Views: 82 Downloads: 39 DOI: 10.58477/cj.v4i2.513
Comparison of Support Vector Machine and K-Nearest Neighbor Methods for Predicting Student Learning Outcomes Based on Student Performance Data
Chynthia Drinita, Felicia Felicia, Palma Juanta
Pages: 351-357 Views: 90 Downloads: 35 DOI: 10.58477/cj.v4i2.512