• Home
• About
• Login
• Register
• Search
• Current
• Archives

Home > Archives > Vol 15, No 5 (2026)

DOI: https://doi.org/10.32520/stmsi.v15i5

Table of Contents

Articles

Analysis of Factors Influencing the Adoption of the PELNI Mobile Application for Ship Ticket Purchases in Sorong using the Unified Theory of Acceptance and Use of Technology 2 Regina Natalia Sianturi

PDF 1548-1557

Digital Inclusion Evaluation: A User Experience Study of Praja Mobile among Elderly and Adult Users Ida Ayu Agung Yogi Pradnyani, Made Dandy Nugraha Gunarsa, Yuvensius Hugolinus Haman, Gede Rasben Dantes, Gede Indrawan, I Made Agus Oka Gunawan

PDF 1558-1573

Comparison of Machine Learning Algorithms for Credit Score-based Banking Customer Churn Prediction Suryadillah Hendrawinata, Jasmir Jasmir, Gunardi Gunardi

PDF 1574-1583

Optimization of Support Vector Machine for the Classification of Nutritional Status in Children Emanuell Deftavalandra Rahmanto, Charitas Fibriani (SCOPUS ID=57192643331)

PDF 1584-1593

Machine Learning Model Optimization and Interpretability Analysis for Classifying Student Stress Levels Samuel Wijayadi Sugiharto, Yessica Nataliani

PDF 1594-1607

Modified Cipher Feedback Mode based on a Dynamic Hénon Map Key for Image Data Security Naufal Zafrany Syamsudin, Nur Rochmah Dyah Puji Astuti

PDF 1608-1619

Sentiment Analysis of the MyTelkomsel App based on Support Vector Machines: A Kernel Performance Comparison Fitri Novianti Hidayah, Endah Setyowati

PDF 1620-1634

Evaluation of the Impact of Labeling Quality and Class Imbalance on Sentiment Classification of the Palestine–Israel Conflict Salvia Devi Muhshanah, Evi Maria

PDF 1635-1643

Enhanced Network Intrusion Detection and Classification based on Ensemble Learning Techniques: A Study on the NSL-KDD Dataset Ammar Adel Aladel, Mahmood Mohammed Mahmood, Omer Aldhbbagh

PDF 1644-1665

Design Thinking Model for Digitalizing Information Systems in Indonesia–Timor Leste Border Vocational Schools Krisantus Jumarto Tey Seran, Hevi Herlina Ullu, Ernes Josias Blegur, Nila Puspita Sari

PDF 1666-1677

Analysis of Automated Web Testing Frameworks Based on Performance and Usability Shidqi Adiatma, Ana Kurniawati

PDF 1678-1690

Implementation of ResNet-50 in a Fresh Fruit Bunch (FFB) Ripeness Detection System for Oil Palm M. Rafli Al Thoriq Mustafa, Muhammad Fikry, Said Fadlan Anshari

PDF 1691-1701

Application of Natural Language Processing for Emotion Detection and Motivational Response Generation in Indonesian Text using the CRISP-DM Method Jefri Yushendri, Purnawarman Musa

PDF 1702-1720

Comparative Analysis of TinyBERT, SVM, and Char-CNN Models for Phishing URL Detection Haeranisa Bella Krisanti, Chaerul Umam

PDF 1721-1730

Analysis of MikroTik Firewall Effectiveness in Mitigating DDoS Attacks using the Network Development Life Cycle (NDLC) Approach M. Irsyadul 'ibad, Wildan Mahmud, Galuh Wilujeng

PDF 1731-1748

Design and Development of an Android-based Rentak Bulian Dance Adventure Role-Playing Game using a Story-Driven Approach and Quest System Panji Rachmat Setiawan, Syefriani Syefriani, Ichsan Alfarezi, Mario Nur Rohman

PDF 1749-1763

Implementation of Zero-Shot Learning on Edge AI for Deterministic Interpretation of Electrical Metrics using Quantized Large Language Models Salman Al Majali, Ganjar M Faisal, Novi Rukhviayanti

PDF 1764-1776

GAN-CNN-based Android Ransomware Detection System using Network Traffic Analysis Mahmood S. Mahmood

PDF 1777-1795

Feature Importance Analysis of SMV Gap and Manpower Variables on Garment Production Output based on Ensemble Learning Heni Candra Kirana, Eka Ardhianto

PDF 1796-1806

Improving Identity Validation in a Flutter-based Attendance System Carlita Massacio Mauren, Abdussalam Abdussalam

PDF 1807-1820

Evaluation of Shopee Live Feature Usability among Millennial Consumers using the System Usability Scale Laylin Permadani, Evi Maria

PDF 1821-1830

Hybrid CNN and Autoencoder Deep Learning Model for Network Malware Detection Mayra Anggraini, Rama Aria Megantara

PDF 1831-1844

Design and Development of a Hybrid NLP and Rule-based QA Assistant for Indonesian User Stories Cheria Sevani Apiani, Ichsan Ibrahim

PDF 1845-1860

Design of a Sentiment Analysis System for Indonesian-Language International Conflict News using Naïve Bayes and SVM Fitri Anisa, Asto Purwanto

PDF 1861-1872

SAST Implementation for Evaluating LLM-Generated Code Quality using Prompt Engineering Muhammad Luthfi Abdillah, Tikaridha Hardiani

PDF 1873-1885

Optimization of IndoBERT-Lite Fine-Tuning for Spam Detection in Digital Customer Services Farouq Mulya Al Simabua, Lathifah Alfat

PDF 1886-1899

Design and Development of a File Sharing System with Integrity Assurance and Audit Trail using Permissioned Blockchain and IPFS: A Case Study of DISPUSIPDA West Java Sansan Syahrul Hidayah, Ichsan Ibrahim

PDF 1900-1917

UI/UX Design of the Web-based Deshoes Information System using a Design Thinking Approach Felda Alvian Firifki, Dwi Hosanna Bangkalang

PDF 1918-1935

Improving Bioethanol Sentiment Analysis Performance using SMOTE in Machine Learning Model Comparison Rajhu Ilham Pradana, Jasmir Jasmir, Gunardi Gunardi

PDF 1936-1947

Classification of Diabetes Mellitus using the K-Nearest Neighbor (KNN) Algorithm: A Case Study of Patient Data at Salatiga Regional Hospital Gwen Theresia Grandis Aritonang, Magdalena A. Ineke Pakereng

PDF 1948-1956

Development of an Android-based Barbershop Information System for Queue Management and Financial Reporting Nanang Kurniawan

PDF 1957-1975

Spatiotemporal Analysis of Deforestation and Comparative Accuracy Assessment of Flood Susceptibility Models based on Machine Learning, MCDA, and GFI using Multispectral Satellite Imagery Daniel Ari Hutapea, Martin Parluhutan Siburian, Fikry Hadi Pradana, Tuti Adeyani Purba, Rizky Rahmansyah

PDF 1976-1988