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Home > Archives > Vol 15, No 1 (2026)

DOI: https://doi.org/10.32520/stmsi.v15i1

Table of Contents

Articles

Identification of Rice Production Clusters in Central Java Province with K-Means Technique Yudi Wahyu Wibowo, Ihsan Cahyo U, Widi Widayat, Juanita Tria S A, As'ad Nirot A

PDF 1-10

Functional Evaluation of the Virtual Batik and Mask Museum Application using Test Scenario Based Fajar Maulana Ibrahim, Ika Asti Astuti

PDF 11-22

Prediction of Unpaid Student Fees at Muhammadiyah Ahmad Dahlan University Cirebon using the Random Forest Algorithm Suherman Herman, Domy Kristomo

PDF 23-32

Systematic Literature Review of HCI Principles in Role – Playing Game Design: Towards a Comprehensive Framework for Enhancing Programming Skills Panji Rachmat Setiawan, Maizatul Hayati Mohamad Yatim

PDF 33-48

Optimization of Cargo Loading System in Logistics Delivery Services using Machine Learning at a Logistics Companies Arman Dioza, Utomo Budiyanto

PDF 49-64

Comparative Analysis of User Experience in SeaBank and Bank Jago using the User Experience Questionnaire Shinta Dwina Hendriyani, Arny Lattu, Moneyta Dholah Rosita

PDF 65-78

Design of the 'Abdimas' Marketplace System: A Digital Platform for PKM Collaboration (Version 0.0) M Rizki Fadhilah, Rizky Wandri, Mutia Fadhilla, Dwi Fiqri Gunawan, Ause Labellapansa, Hendra Gunawan

PDF 79-87

Implementation of the Apriori Algorithm for Clothing Store Product Recommendations based on Sales Transaction History M Ilham Saputro, Arif Nur Rohman

PDF 88-95

Design of an Augmented Reality Application to Improve Understanding of Spatial Structure in Elementary Schools Syahrul Romadhon, Ika Asti Astuti, Buyut Khoirul Umri

PDF 96-108

Development of Hybrid K-Means DBSCAN Algorithm for Optimization of Landslide-Prone Area Clusters based on Web-GIS Dede Irmayanti, Teguh Iman Hermanto

PDF 109-120

Prototype of IoT-based Gas and Temperature Monitoring System for Genset Room with ESP8266 Agus Pramono, Muhammad Zhiya Ulhaq, Gilang Dely Mukti

PDF 121-131

Image Forensics Analysis of the Authenticity of Digital Payment Evidence using the K-Nearest Neighbor Algorithm Feriyan Agusta, Pratomo Setiaji, Wiwit Agus Triyanto

PDF 132-143

Detecting Muslim Students Mental Health with an Islamic Educational Approach using Machine Learning Taftazani Ghazi Pratama, Toni Ardi Rafsanjani, Riana Putri Rahmawati, Helmi Imaduddin

PDF 144-156

Evaluation of IT Governance for the Inti Accounting System in Retail SMEs using COBIT 2019 Jesslyn Felicia Elizabeth, Evi Maria

PDF 157-169

Expert System for Mental Health Disordes in Women and Children based on Android using the Certainty Factor Method Marlin Lasena, Citra Yustitya Gobel, Misrawati Aprilyana Puspa

PDF 170-180

Sentiment and Topic Analysis of Digital Community Application Gamer Reviews using SVM-LDA and CRISP-DM Muhammad Mayda Ary Pratama, Dedy Kurniawan, Ahmad Rifai, Ken Ditha Tania

PDF 181-193

The Influence of Experience-Centric IT Governance on Digital Ethics Perception in Social Commerce Naretha Kawadha Pasemah Gumay, Mira Afrina, Dwi Rosa Indah, Winda Kurnia Sari, Widya Sartika

PDF 194-208

AI-Driven Fraud Detection in Digital Banking: A Hybrid Approach using Deep Learning and Anomaly Detection Harman Salih Mohammed, Zina Bibo Sallow, Hewa Majeed Zangana

PDF 209-219

A Multimodal Deep Learning Framework for Amyotrophic Lateral Sclerosis Diagnosis using Clinical and Audio Morphology Features I Nyoman Switrayana, Tomi Tri Sujaka, Imelda Silpiana Putri

PDF 220-236

Development of an Intelligent Platform for Drug and Food Interaction Analysis using a Combination of Fuzzy Logic and Certainty Factor Fitri Apriliany, Muhammad Wisnu Alfiansyah, Zahratul Hayatil Laila Afni

PDF 237-249

Development of Android GIS Applications for Mapping Clean Water Sources in Natural Resource Management in Disaster-Affected Areas Rysa Sahrial, Samsul Aripin, Eva Susilawati, Emil Herdiana

PDF 250-265

Implementation of User-Centered Design (UCD) in Developing a Mobile Attendance Application to Improve User Experience Ria Andriani (SCOPUS ID: 57208011426), Ade Pujianto, Abdullah Abdullah

PDF 266-280

Building Transparent and Efficient Community Administration: Agile Development of a Neighborhood Information System at Kertamukti Sakti Residence Reza Riyaldi Irawan, Dendy K Pramudito, Muhtajuddin Danny

PDF 281-295

Novel Genre Classification based on Synopsis using the Random Forest Algorithm Prananing Mahanani, Charitas Fibriani (SCOPUS ID=57192643331)

PDF 296-307

Systematic Review of the Use of the MIT-BIH Polysomnography Database for the Detection and Classification of Sleep Disorders Akbar Akbar, Ema Utami

PDF 308-320

Implementation of a Hybrid Filtering Approach in a Website-based Football News Recommendation System Krissna Haridarma Putra, Arif Nur Rohman, Norhikmah hikmah

PDF 321-333

Implementation of Image Processing in Scanning KTP Data using Optical Character Recognition (OCR) Bachtiar Hanafi, Pratomo Stiaji, Wiwit Agus Triyanto

PDF 334-343

Adaptive Traffic Signal System Utilizing YOLOv11 and Fuzzy Logic for Congestion Mitigation Dio Damas Permadi, Muchtar Ali Setyo Yudono, Abdul Haris Kuspranoto, Ardin Rozandi, Marina Artiyasa, Alvin Mubarok, Dwi Septiani

PDF 344-353

Predict Airline Customer Satisfaction using a Machine Learning Model Yoel Dinata Suwito, Yeremia Alfa Susetyo

PDF 354-367

Optimization of the Linear Regression Algorithm using GridSearchCV for Rice Crop Production Prediction Imel Imel, Norhikmah M.Kom (SCOPUS ID: 57216417658), Irma Rofni Wulandari, Ali Mustofa, Niken Larasati, subektiningsih subektiningsih

PDF 368-382