Vol. 20 No. 2 (2026): Nuansa Informatika 20.2 July 2026

Issues Volume 20.2 July 2026 : Intelligent Systems, Software Engineering, and Smart Computing

This issue presents a collection of research articles highlighting recent advances in intelligent systems, software engineering, machine learning, and smart computing applications. The published studies explore the development of web and mobile applications, deep learning, TinyML, Internet of Things (IoT), DevOps practices, and decision-support systems across education, healthcare, logistics, public services, and enterprise environments.

The articles emphasize practical implementations of modern technologies, including automated classification, computer vision, productivity analytics, CI/CD architecture, geospatial data validation, and AI-driven monitoring systems. Collectively, this issue demonstrates innovative and applicable research that contributes to the advancement of information technology, digital transformation, and intelligent decision-making in diverse real-world domains.

DOI: https://doi.org/10.25134/ilkom.v20i2

Published: 15-07-2026

Articles

Development of a Mobile Application for Booking Meeting Rooms at PLN UP2D West Java Pengembangan Aplikasi Mobile untuk Pemesanan Ruang Rapat di PLN UP2D Jawa Barat

Wafid Adzka Haifan Mukhayyar, Nisa Hanum

1-12
- PDF
Development of a Web-Based Library Information System Using the Laravel Framework Pengembangan Sistem Informasi Perpustakaan Berbasis Web Menggunakan Framework Laravel

Rama, Arif Bakti Nugraha

13-22
- PDF
Data Integrity Validation For Used Cooking Oil Logistics Based On Haversine Algorithm And Image Metadata Validasi Integritas Data untuk Logistik Minyak Goreng Bekas Berdasarkan Algoritma Haversine dan Metadata Gambar

Thoriq Haqqi Adha, Widya Wulandari, Azzahra Safitri, Fahreza, Gunawan

23-32
- PDF
Development of an Anti-Cheating Online Examination System at MTs Assulaimaniyyah Pengembangan Sistem Ujian Daring Anti-Kecurangan di MTs Assulaimaniyyah

Sri Widaningsih, Agus Suheri, Muhamad Juanda

33-42
- PDF
Comparative Evaluation of Machine Learning Algorithms for Breast Cancer Classification on a Curated Public Dataset Evaluasi Komparatif Algoritma Machine Learning untuk Klasifikasi Kanker Payudara pada Curated Public Dataset

Resad Setyadi, Aedah Abd Rahman

43-49
- PDF
Hybrid PSO-Adaptive Boosting Regression for Employee Salary Prediction and Recommendation

M. Amran Hakim Siregar, Bachtiar Ramadhan, Syafrial Fachri Pane

50 - 59
- PDF
Website-Based Potato Leaf Disease Detection Using the EfficientNetV2L Deep Learning Architecture

Umi Khultsum

60 - 69
- PDF
Implementation of CI/CD Architecture Based on GitHub Actions and Docker on Low Resource Servers

Agun Guntara, Wildan Fathir Qinthara, Yanyan Sofiyan

70 - 78
- PDF
Web Based Task Management System Integrating the Pomodoro Technique with Productivity Analytics

Syafrial Fachri Pane, Muhammad Baihaqi Siregar, Zidan Ardiansyah, Muhammad Amran Hakim Siregar

79-85
- PDF
Implementation Of Extreme Programming Method In Financial Reporting Application With Laravel Framework

Akhmad Syukron, Andria Bas Nando, Sardiarinto, Eko Saputro

86-92
- PDF
Smart CCTV Face Detection System Based on the Internet of Things and Artificial Intelligence Sistem Deteksi Wajah CCTV Cerdas Berbasis Internet of Things dan Kecerdasan Buatan

Alfian Pabet, Mamay Syani

93-101
- PDF
Web-Based IT Helpdesk System with Naive Bayes Automatic Ticket Classification Using Laravel Sistem Helpdesk TI Berbasis Web dengan Klasifikasi Tiket Otomatis Naive Bayes Menggunakan Laravel

Gallen Cakra Adhi wibowo, Dita Madonna Simanjuntak, Henoch Juli christanto

102-109
- pdf
TinyML-Based Stress Detection Using Time-Domain HRV Features and a Lightweight DNN on ESP32 Deteksi Stres Berbasis TinyML Menggunakan Fitur HRV Domain Waktu dan DNN Ringan pada ESP32

Sarmayanta Sembiring, Kemahyanto Exaudi, Abdurahman -, Jorena, Hadir Kaban, M. Buffon Prima, Rahmat Fadli Isnanto

110-122
- PDF
Development and Evaluation of a Web-Based Geographic Information System (GIS) for Agricultural Land Management Using Agile Extreme Programming Pengembangan dan Evaluasi Sistem Informasi Geografis (SIG) Berbasis Web untuk Pengelolaan Lahan Pertanian Menggunakan Agile Extreme Programming

Akbar Aulia Rachman, Darsanto, Mukhsin

123-132
- PDF
Design and Implementation of an Offline-First Mobile Grocery Arisan Information System Using Flutter and Firebase Desain dan Implementasi Sistem Informasi Toko Kelontong Seluler Arisan yang Mengutamakan Mode Offline Menggunakan Flutter dan Firebase

Devina, Putri Eli Sandra Hasibuan, Dzikra Azzahra, Adetia Anggriani; Gunawan

133-148
- PDF

Vol. 20 No. 2 (2026): Nuansa Informatika 20.2 July 2026

Articles

Development of a Mobile Application for Booking Meeting Rooms at PLN UP2D West Java Pengembangan Aplikasi Mobile untuk Pemesanan Ruang Rapat di PLN UP2D Jawa Barat

Development of a Web-Based Library Information System Using the Laravel Framework Pengembangan Sistem Informasi Perpustakaan Berbasis Web Menggunakan Framework Laravel

Data Integrity Validation For Used Cooking Oil Logistics Based On Haversine Algorithm And Image Metadata Validasi Integritas Data untuk Logistik Minyak Goreng Bekas Berdasarkan Algoritma Haversine dan Metadata Gambar

Development of an Anti-Cheating Online Examination System at MTs Assulaimaniyyah Pengembangan Sistem Ujian Daring Anti-Kecurangan di MTs Assulaimaniyyah

Comparative Evaluation of Machine Learning Algorithms for Breast Cancer Classification on a Curated Public Dataset Evaluasi Komparatif Algoritma Machine Learning untuk Klasifikasi Kanker Payudara pada Curated Public Dataset

Hybrid PSO-Adaptive Boosting Regression for Employee Salary Prediction and Recommendation

Website-Based Potato Leaf Disease Detection Using the EfficientNetV2L Deep Learning Architecture

Implementation of CI/CD Architecture Based on GitHub Actions and Docker on Low Resource Servers

Web Based Task Management System Integrating the Pomodoro Technique with Productivity Analytics

Implementation Of Extreme Programming Method In Financial Reporting Application With Laravel Framework

Smart CCTV Face Detection System Based on the Internet of Things and Artificial Intelligence Sistem Deteksi Wajah CCTV Cerdas Berbasis Internet of Things dan Kecerdasan Buatan

Web-Based IT Helpdesk System with Naive Bayes Automatic Ticket Classification Using Laravel Sistem Helpdesk TI Berbasis Web dengan Klasifikasi Tiket Otomatis Naive Bayes Menggunakan Laravel

TinyML-Based Stress Detection Using Time-Domain HRV Features and a Lightweight DNN on ESP32 Deteksi Stres Berbasis TinyML Menggunakan Fitur HRV Domain Waktu dan DNN Ringan pada ESP32

Development and Evaluation of a Web-Based Geographic Information System (GIS) for Agricultural Land Management Using Agile Extreme Programming Pengembangan dan Evaluasi Sistem Informasi Geografis (SIG) Berbasis Web untuk Pengelolaan Lahan Pertanian Menggunakan Agile Extreme Programming

Design and Implementation of an Offline-First Mobile Grocery Arisan Information System Using Flutter and Firebase Desain dan Implementasi Sistem Informasi Toko Kelontong Seluler Arisan yang Mengutamakan Mode Offline Menggunakan Flutter dan Firebase

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