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

Home > Archives > Vol 15, No 9 (2026)

DOI: https://doi.org/10.32520/stmsi.v15i9

Table of Contents

Articles

Heart Disease Prediction using Cost-sensitive Random Forest and SHAP Arya Chova Pratama, Eko Arip Winanto, Beny Beny

PDF 3378-3395

Development of a Student Absence Monitoring System Based on Face Recognition and Geolocation Muhamad Pardi, Indra Maulana

PDF 3396-3411

Multi-Label Prediction of Adolescent Mental Health Comorbidity based on Psychosocial Factors using XGBoost and Explainable AI M Dian Fauzi, Ferian Fauzi Abdulloh

PDF 3412-3423

Application of K-Means Clustering for Sales Data Categorization: A Case Study of Cendana Shooping Krisantus Jumarto Tey Seran, Yuliana Panesti Talan, Dian Grace Ludji, Hevi Herlina Ullu

PDF 3424-3439

XAI Interpretation to Enhance Transparency in Skin Cancer Classification using CNN Muhammad Abdul Ghofur, Maria Ulfah Siregar, Ahmad Bahrul Ulum

PDF 3440-3450

Early GPA Prediction: A Comparison of Fuzzy Inference, Regression, and Decision Trees Husnul Hakim, Lionov Wiratma, Mariskha Tri Adithia

PDF 3451-3461

Maximizing Coverage and Reliability: Optimal EV Charging Station and DG Placement in Distribution Networks marwah alee hammad

PDF 3462-3483

Reciprocal Ta'aruf Recommendation System based on Kafa’ah using Mutual Profile Matching Nida Kamilia, Widya Kurniawan, Oddy Virgantara Putra

PDF 3484-3494

Text-Based Recommender Systems for User Cold-Start Problems in E-Commerce Product Recommendation: A Systematic Literature Review Muhammad Yusril Helmi Setyawan, Haris Saefuloh

PDF 3495-3515

The Impact of Commitment to Software Quality on Project Management Performance Shaymaa Ahmed Chyad

PDF 3516-3527

Design of a Web-based HRIS System at SD Budi Mulia Tangerang using PIECES Analysis and Usability Evaluation with the System Usability Scale (SUS) Method Anggi Wahyu Saputra, Aini Suri Talita

PDF 3528-3537

P4-FastReroute: Emulation-Validated Autonomous Recovery from Hard and Soft Failures in Programmable Networks Barzan Abdulazeez Idrees

PDF 3538-3550

The Effect of Data Length on Holt-Winters and LSTM in Knowledge Discovery for Electricity Consumption Forecasting Dimas Agil Kusuma, Ken Ditha Tania, Yadi Utama

PDF 3551-3568

Structured Generative AI Co-Tutoring for Learning Outcomes and Motivation in Information Systems Mei Ratnasari, Amalyanda Azhari, Diyah Trinovita, Widi Andewi, Eva Nurchurifiani

PDF 3569-3583

Digitization Of GIS-based Poverty Level Mapping and Prediction in Sukabumi Regency Iska Asri Agustin, Jaenudin Jaenudin, Indra Putu Desa Nota

PDF 3584-3596

Stroke Risk Prediction based on SVM and XGBoost Algorithms with SMOTE-ENN Rianindya Chandra Hardika, Dedy Mirwansyah, Abadi Nugroho

PDF 3597-3611

Comparing the Interpretability of Classical Machine Learning Models and IndoBERT in Sentiment Analysis of Indonesian Health Service Applications using Multi-Review Generalization Testing Muhammad Ridlo Nu'man Hakim, Dwi Hosanna Bangkalang

PDF 3612-3631

Analysis of Internet Access Patterns among the Indonesian Population based on Provincial Characteristics using ARM Frans Partogi Manik, Angga Bayu Santoso

PDF 3632-3646

Comparative Evaluation of Modern Embeddings and Ensemble Learning for Sentiment Analysis of Mobile Banking Application Reviews I Wayan Adi Wiratama, Putu Hendra Suputra, I Made Gede Sunarya

PDF 3660-3680

Comparative Analysis of Knowledge Internalization through Supervised Fine-Tuning and Contextual Reasoning through Retrieval-Augmented Fine-Tuning in Large Language Models for Indonesian Village Regulations Syahrial Jeremia Sinaga, Vivaldi Adventus Simangunsong, Oppir Hutapea, Yohanssen Pratama4, Adli Abdillah Nababan

PDF 3795-3812

Comparison of CNN Performance in Brain Tumor Classification using an Explainable AI Approach Amin Darussalam, Shofwatul Uyun

PDF 3681-3690

Edge-based Face Recognition Pipeline Optimization for Class Attendance System Mutia Fadhilla, Rizky Wandri, Des Suryani, Yudhi Arta

PDF 3691-3706

Usability and User Experience Analysis of the Bekasi City Transportation Information System Website using SUS and UEQ Salma Rani Ardelia, Jaka Septiadi

PDF 3707-3724

Integration of the Extended TAM and Operational Quality Indicators in the Evaluation of Web-based Information Systems: Systematic Literature Review Jumadi Simangunsong, Faizal Asrul Pasaribu, Erna Susiyanti

PDF 3725-3735

Development of a Web-based Employee Training Recapitulation System using the Waterfall Model and Evaluation of Administrative Time Efficiency Samuel Rado Yosafat Hutabarat, Hafiyyan Putra Pratama

PDF 3736-3750

Evaluation of Data Governance Readiness for SSoT Dashboard using the DAMA-DMBOK Framework Rifdah Yumna Putri, Evi Maria

PDF 3751-3763

Analysis of SRIKANDI Information System Acceptance using the Technology Acceptance Model (TAM) at the Salatiga City Health Office Aprilia Paskalia Mirino, Frederik Samuel Papilaya

PDF 3764-3774

An Adaptive Sample-Weighting Framework for Imbalanced IoT Malware Family Classification Sufyan ALDABBAGH

PDF 3775-3794

Implementation of an IoT-Based Koi Pond Monitoring System Siloam Maxi Kristama, Indrastanti R. Widiasari

Auditable Crowdsourced Digital Dictionary for Low-Resource Toulour with Gamification and Functional Evaluation Kenneth Palilingan, Salaki Joshua, Salvius Lengkong

Designing an Evidence-Traceable Accreditation Readiness System using the Innovation Canvas: A Conceptual Study for LAMTEK Accreditation Perdana Suteja Putra, Mohammad Adam Jerusalem, Grahita Prisca Brilianti, Dyantika Putry Mahmud

Soil Moisture and Temperature Monitoring and Automatic Watering System for Tomato Plants based on the Internet of Things (IoT) Irfan Ade Ryan Musyaffa

Sentiment Analysis of Claude Design Features Using Support Vector Machine on X Azhar Dwi Nugroho, Budi Prasetiyo

Implementation of Content-based Filtering in a Barbershop Recommendation System in Sleman Regency Reza Andriansah, Arif Nur Rohman, Ika Nur Fajri