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Home > Archives > Vol 14, No 5 (2025)

DOI: https://doi.org/10.32520/stmsi.v14i5

Table of Contents

Articles

The Role of Large Language Models in Enhancing Cybersecurity Measures: Empirical Evidence from Regional Banking Institutions Hewa Majeed Zangana, Harman Salih Mohammed, Mamo Muhamad Husain

PDF 2018-2027

Weather Classification in West Java using Ensemble Learning on Meteorological Data Cynthia Nur Azzahra, Yulison Herry Chrisnanto, Gunawan Abdillah

PDF 2028-2044

Deep Learning Approach for Music Genre Classification using Multi-Feature Audio Representations Nurul Asanah, Irfan Pratama

PDF 2045-2054

Detection of Graduation Potential in Prospective Students using the Random Forest Algorithm Puguh Hasta Gunawan, Irving Vitra Paputungan

PDF 2055-2065

Evaluation of Traffic Sign Educational Game Based on Augmented Reality (AR) Using Marker Based Dimas Yudistira Purwanto, Norhikmah Norhikmah, Zidan Mu’arif, Fatta Muharam

PDF 2066-2080

Implementation of Fuzzy Time Series Markov Chain Method to Predict Electricity Consumption in Aceh Province Virza Gavinda, Nurdin Nurdin, Fajriana Fajriana

PDF 2081-2096

User Acceptance Testing to Assess User Receptiveness Toward a Soft Skills Training Information System Lutfi Hermansah, Murhadi Murhadi, Wahju Tjahjo Saputro

PDF 2097-2112

Koptihub: A UI/UX Design for Transparent Procurement using a User-Centered Design Approach Luh Made Wisnu Satyaninggrat, Prasis Damai Nursyam Hamijaya

PDF 2113-2124

Design and Implementation of an ETL Pipeline for Prospective Student Data Analysis in Higher Education Admissions Nina Setiyawati, Dwi Hosanna Bangkalang, Gilang Windu Asmara

PDF 2125-2132

A Human-Centered Design Approach in Developing the “Jejak Cilik” Parenting App Prototype M. Azman Maricar, Affan Irfan Fauziawan, Ni Luh Made Vinaya Medhiatika, Ni Luh Putu Shinta Juliantari, I Made Dwipa Aditya Putra, Komang Lazuardi Edo Karang

PDF 2133-2145

Sensor Node Network Monitoring System using RESTful Web Services in Smart Farming Technology Rahmat Fadli Isnanto, Huda Ubaya, M. Fauzi Asvi, Rosali Haidar, Purwita Sari

PDF 2146-2164

Business Process Reengineering based on Information Economics syifa annastasia, Sinung Suakanto, Muharman Lubis

PDF 2165-2179

Design and Development of a Web-based Self-Service Ordering and Product Review System at Jalur Langit Coffee Muhammad David kurniawan, Muhammad Arifin, Diana Laily Fithri

PDF 2180-2197

Lung Cancer Classification Using the Extreme Gradient Boosting (XGBoost) Algorithm and Mutual Information for Feature Selection Regitha Zizilia, Yulison Herry Chrisnanto, Gunawan Abdillah

PDF 2198-2214

Applying Machine Learning to Predict Intercity Bus Ticket Prices During the Holiday Season Rifandi Almanda, Tety Elida

PDF 2215-2231

Maturity Level Analysis of the BAZNAS Sukabumi Regency Website using the COBIT 2019 Framework in the BAI02 Domain siti rahma yuniar, sudin saepudin, hendri eka satria

PDF 2232-2245

Sentiment Analysis on the PT Pertamina Corruption Case using IndoBERT and RCNN Methods Wildan Jaya Kusoema, Ichsan Ibrahim

PDF 2246-2257

Security Analysis of the Final Project Information System (SITASI) Website using Penetration Testing Method Rengga Renaldi, Mona Fronita, Tengku Khairil Ahsyar, Muhammad Jazman

PDF 2258-2265

Implementation of Deep Transfer Learning and Explainable AI in Skin Cancer Classification Muhammad Eky Ramadhan, Junta Zeniarja

PDF 2266-2279

Rainfall Prediction based on Historical Weather Data using Naive Bayes Classification Model in Southeast Sulawesi Ayustina Samudin, Rizal Adi Saputra, Fabelina Agsaria, Nurendro Hardjo Judanto, Ade Syifa Badarudin

2280-2287

Developing Web-Based Patient Reservation and Data Management System using Rapid Application Design A'ang Subiyakto, Satya Yudhanta, Qurrotul Aini

PDF 2288-2298

LSTM-Based NLP Chatbot for Fish E-Marketplace at BBI Cangkiran Mijen Tri Agus Wahyudi, Riana Defi Mahadji Putri, Ulfah Mediaty Arief, Vera Noviana Sulistyawan

PDF 2299-2317

Design of the Feeding Frog Cognitive Game for Early Childhood using the Mechanics, Dynamics, and Aesthetics (MDA) Framework and Greenfoot Cynthia Hayat

PDF 2318-2332

Analysis of Internet Quality Improvement from HFC to FTTH in Housing X Carissa Elfrida, Ahmad Fauzi, Endah Setyowati

PDF 2333-2340

Smart Clove Oil Distillation System using IoT and Ultrasonic Sensors Ihwana As'ad, Andi Muhammad Rahmatullah, Syahrul Mubarak Abdullah, Fahmi Fahmi, Hariani Ma'tang Pakka, Andiyan Andiyan

PDF 2341-2349

User Satisfaction Analysis of University of Jember's UC3 using EUCS Approach Martiana Kholila Fadhil, Muhammad Riza Darmawan

PDF 2350-2364

Development of a Patient Safety Incident Reporting System using the Agile Development Method Muhammad Khoirul Anam, Yani Parti Astuti, Ahmad Hasan Mubarok

PDF 2365-2381

Optimization of CNN Activation Functions using Xception for South Sulawesi Batik Classification Aswan Aswan, Eva Yulia Puspaningrum, Billy Eden William Asrul

PDF 2382-2394

Integration of Uptime Kuma Application Monitoring and MikroTik Router System using Prometheus and Grafana Refalia Defani, Danur wijayanto

PDF 2395-2409

Simple Selection Index (SSI) Method in Electric Vehicle Selection for Logistics Companies Hadi Hikmadyo Bisono, Ema Utami

PDF 2410-2423

Comparison of LSTM and Transformer Models in Predicting NVIDIA Stock Closing Prices and the Application of Rule-based Trading Strategies Muhammad Irfan Abdul Gani, Putry Wahyu Setyaningsih

PDF 2424-2437

Implementation of Indoor 4G Signal Interference Detection using USRP B210 and RTL-SDR Ciksadan Ciksadan, Feri Thabroni, Suroso Suroso

PDF 2438-2449

Payment Status Classification Invoice Bank Using Logistic Regression and Random Forest Farah Anindia Putri, Mujiati Dwi Kartikasari

PDF 2450-2463

Sentiment Analysis of MyBCA Application User Reviews using Naive Bayes, Random Forest, and Decision Tree Muhammad Rizky Mawandhyka Akbar, Irfan Pratama

PDF 2464-2478

Combining SVM and Naive Bayes Models using a Soft Voting Approach for Sentiment Analysis of Tong Tji Tea House Fendi Pradana Saputra, Ozzi Suria

PDF 2479-2491

Comparison of Machine Learning Methods (Linear Regression, Random Forest, and XGBoost) for Predicting Poverty in Central Java in 2024 Zahwa Bunga Putri Pratama, Yani Parti Astuti

PDF 2492-2499

Implementation of a Web-Based Skincare Decision Support System using the Simple Additive Weighting Method Sausan Trisdiatin, Elyza Gustri Wahyuni

PDF 2500-2518

Sentiment Analysis of User Reviews of the KitaLulus Application on Google Play Store using the Support Vector Machine (SVM) Algorithm Ahmad Syaifudin Agil Rafsanjani, Diana Laily Fithri, Supriyono Supriyono

PDF 2519-2530

A Hybrid Internet of Behavior Algorithm for Predicting IoT Data of Plant Growing using LSTM and NB Models Khansaa Yaseen Ahmad, Omar Muayad Abdullah

PDF 2531-2539

Static Analysis-based Detection of Android Malware using Machine Learning Algorithms Omar Emad Saied, Karam Hatim Thanoon

PDF 2540-2551