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Home > Archives > Vol 15, No 2 (2026)

DOI: https://doi.org/10.32520/stmsi.v15i2

Table of Contents

Articles

Optimization of Phishing Detection Performance with Variable Correlation Analysis and Imbalance Learning Samsul Arifin, Fandy Setyo Utomo

PDF 383-395

Selection of the Best Marketplace using SAW and WP Methods: A Case Study of Bekasi City Esa Hadistra, Raden Supriyanto

PDF 396-406

Optimizing Driver Drowsiness Detection: Evaluating CLAHE and AHE Enhancement Techniques Muhammad Naufal, Harun Al Azies, Farrikh Al Zami, Rivaldo Mersis Brilianto

PDF 407-417

Aceh Province Tourism Destination Recommendation System using Content based Filtering Method Ariefhan Maulana, Arif Nur Rohman, Yoga Pristyanto

PDF 418-432

House Price Prediction using the Random Forest Regression Algorithm Fika Halimah Balqis, Qurrotul Aini

PDF 433-445

WhatsApp Hybrid Chatbot Architecture Rasa-DeepSeek: Design and Performance Evaluation Iqbaluddin Syam Had, Fandy Setyo Utomo, Giat Karyono, Dwi Putriana Nuramanah Kinding

PDF 446-454

Evaluation of Information Technology Governance Maturity Level using COBIT 2019 in the Academic Information System at Nahdlatul Ulama University of Lampung Hadi Nurma Dwi Saputra, Wasilah Wasilah

PDF 455-462

Business Process Reengineering in Water Billing Administration: A Case Study of KPAB Gang Gedang Mas Devi Aprilianti, Wildan Suharso

PDF 463-477

Mobile Banking Acceptance: A Modified UTAUT 2 Model with Trust and Risk Integration Nur Aeni Hidayah, Adam Kusuma Putra, Zainul Arham, Syopiansyah Jaya Putra, Bayu Waspodo

PDF 478-490

Development of an Internet of Things (IoT)-based Air Quality Monitoring System in the Environment Lourensius Andrew Sutrisno, Budhi Kristianto

PDF 491-502

Evaluation of E-VAKU Application Usability using System Usability Scale and Cognitive Walkthrough Methods I Made Reyvinno Dirga Narke, Deny Wiria Nugraha

PDF 503-521

Word Embedding Features to Improve Machine Learning Performance in Sentiment Analysis of the Honor of Kings Game Abdul Harris, Agus Nugroho, Yudi Novianto, Jasmir Jasmir, Dhea Fatma

PDF 522-533

Sentiment Analysis of Money Lover App Reviews using Random Forest and Naïve Bayes Nanda Aulia Salsa Bila, Wiwit Agus Triyanto, Pratomo Setiaji

PDF 534-545

Analysis of Cryptocurrency Candlestick Patterns using Gramian Angular Field and Hybrid Deep Learning Hasriadi Hasriadi, Mashur Razak, Abdul Jalil

PDF 546-557

Performance Comparison of Naïve Bayes, Random Forest, and Support Vector Machine Algorithms in Sentiment Analysis of the Weverse Application Anisa Fitriyani, Ichsan Ibrahim

PDF 558-573

Performance Analysis of Docker-based NFV Service Chaining Networks in a Single-Host Environment Rayhan Ziqrul Fitroh, Ichwan Nul Ichsan

PDF 574-582

Security Mitigation Analysis of Mobile Application Using Static and Dynamic Methods with MobSF Fazri Nugraha, Mansur Mansur

PDF 583-598

Design of a Palm Oil Harvest Recording Information System using Two-Factor Authentication Security Jefry Subastian, Mansur Mansur

PDF 599-613

Web-based Educational Payment Information System using Role-based Access Control Security Hidayatur Romadhan, Mansur Mansur

PDF 624-627

Analysis and Improvement of an Agribusiness Web Information System Security using Grey-Box and White-Box Testing M. Isma Halil, Mansur Mansur

PDF 628-642

Comparative Analysis of Deep Learning Architectures for Indonesian Spice Image Classification Fatma Meylinda Putri, Muhammad Imam Ghozali, Wibowo Harry Sugiharto

PDF 643-657

Sentiment Analysis of CapCut Application Reviews using Support Vector Machine with the SMOTE Technique faridah ayu shefia, Pratomo Setiaji, Wiwit Agus Triyanto

PDF 658-668

Design and Development of the Restaurant X Reservation Application on the iOS Platform using App Clip Megan Rochella, Kartika Gianina Tileng

PDF 669-683

Implementation of Role-Based Access Control (RBAC) in a Drug Stock Management Information System Dea Agustina Purba, Nurmi Hidayasari

PDF 684-698

Comparison of Support Vector Machine and K-Nearest Neighbor Algorithms on the Effectiveness of a Free Lunch Program Frenda Farahdinna, Pipit Prabawati

PDF 699-709

School Profile Website using the K-Means Algorithm at the Minahasa Regency Education Office Tiara Pongmangatta, Kristofel Santa, Sondy Kumajas

PDF 710-723

Rice Plant Disease Detection System based on Leaf Image using Web-based CNN Algorithm Lisa Menden, Kristofel Santa, Sondy Kumajas

PDF 724-731

Detecting Chili Ripeness Using YOLOv11 Andika Ramadian Pratama, Alfiah Fajriani, Sitti Najmia Rifai

PDF 732-744

Mango Leaf Disease Detection using Threshold with CNN ResNet50 Architecture Aditya Dwi Baginda, Alfiah Fajriani, Rifa Atus Shalihah

PDF 745-757

Analysis and Implementation of Linear Regression and Decision Tree Methods to Predict Sales at Rayyan Bakery, Simpang Marbau Natari Dia Alika Hidayah, Ibnu Rasyid Munthe, Angga Putra Juledi, Marnis Nasution

PDF 758-772

An Automated System for Detecting and Improving Academic Text Politeness Using IndoBERT and IndoT5 Belina Eka Ariesty, Chanifah Indah Ratnasari

PDF 773-782