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Home > Archives > Vol 13, No 1 (2024)

DOI: https://doi.org/10.32520/stmsi.v13i1

Table of Contents

Articles

Handling of Data Imbalance in Classification of Regencies/Municipalities in Eastern Indonesia Adham Malay Japany, Yuliagnis Transver Wijaya

PDF 1-15

Implementation of Lean Software Development on Yarn Production Sample Complaint Application sry dhina pohan, Muhammad Rizqi, Rahmi Darnis, Siska Ayu Widiana

PDF 16-27

Elbow and Silhouette Methods for K Value Analysis of Ticket Sales Grouping on K-Means Adityo Putro Wicaksono, Stephanus Widjaja, Mohamad Fajarianditya Nugroho, Christina Priscilla Putri

PDF 28-38

Comparison of k-Nearest Neighbor and Support Vector Machine using Binary Dragonfly Algorithm Optimization Andi Nugroho, Muhammad Imam Khomeini, Rifan Heraldi

PDF 39-53

Implementation of the K-Means Algorithm in Sales Clustering at a Company using the KDD Methodology Milla Rochmawati, Ganes Wisnu Cahya Bagaskara, Ismail Adhiya Adha, Yuyun Umaidah, Apriade Voutama

PDF 54-62

Utilization of Augmented Reality Technology on Android-based Fashion Catalog Application Fariz Wahyu Kuncorojati, Adityo Permana Wibowo

PDF 63-73

Implementation of Telegram Bot Notification on Network Device Monitoring System Ria Andriani (SCOPUS ID: 57208011426), Ahmad Sa’di

PDF 74-82

Application of the Profile Matching Analysis Method in Decision Support Systems for Study Program Recommendations Reza Dian Rasyada, Nurdin Nurdin, Fajriana Fajriana

PDF 83-95

Comparison of Multinomial Naïve Bayes and Bernoulli Naïve Bayes on Sentiment Analysis of Kurikulum Merdeka with Query Expansion Ranking Muhammad Yusran, Siswanto Siswanto, Anna Islamiyati

PDF 96-106

Classification of Eligibility for BPNT Recipients Using the K-Nearest Neighbor Algorithm Eka Rahayu, Novica Irawati, Ricki Ananda

PDF 107-113

Use of Augmentation Data and Hyperparameter Tuning in Batik Type Classification using the CNN Model Siti Auliaddina, Toni Arifin

PDF 114-128

Implementation of Web-based Student Report Card Score Information Systems in Junior High Schools in Indonesia Fakhry Muhammad, Rudi Sutomo

PDF 129-138

Application of the Deep Neural Networks Model in Analyzing ChatGPT Application Sentiment Ahmad Fauzi, Indra Chaidir, Muhammad Iqbal, Ginabila Ginabila

PDF 139-148

Comparison Methods of Machine Learning and Deep Learning to Forecast The GDP of Indonesia Alwan Rahmana Subian, Drajat Ali Mulkan, Haidar Hilmy Ahmady, Fitri Kartiasih

PDF 149-166

Using Regression Model Analysis for Forecasting the Likelihood of Particular Symptoms of COVID-19 Agung Pangestu, Ucu Sumirat, Rosyid Ridlo Al-Hakim, Muhammad Yusro, Risma Ekawati, Mahmmoud H. A. Alrahman, Machnun Arif, Achmad Muchsin, Nadhilla H Wahyudiana

PDF 167-176

Combination of ROC and MFEP Methods in Providing Credit to the Mislina Cooperative Firda Fauzya, Dewi Maharani, Sumantri Sumantri

PDF 177-184

Design of GeoAi-Based Control Tower Dashboard Application Infrastructure at PT. XYZ Maulana Bobby Rakhman Siregar, Rizal Fathoni Aji

PDF 185-194

Application of Blockchain for Tracking Government Funds: Case Studies on Distribution of Regional Transfer Funds Lutfi Hakim, Rizal Fathoni Aji

PDF 195-201

Usability Testing of ITTS MART v2.0 through Customer Satisfaction Index (CSI) Measurement using the E-SERVQUAL Model Rizqa Amelia Zunaidi, Ika Yulianita, Perdana Suteja Putra, Hawwin Mardhiana

PDF 202-215

Importance Performance Analysis (IPA) of Patient Satisfaction with Fuzzy Logic at the Rumbai Maternity Clinic Loneli Costaner, Lisnawita Lisnawita, Guntoro Guntoro

PDF 216-229

Development of Apple Fruit Classification System using Convolutional Neural Network (CNN) MobileNet Architecture on Android Platform Masparudin Masparudin, Iskandar Fitri, Sumijan Sumijan

PDF 230-243

Prediction of Bread Raw Material Stock At Al-Fattah Bakery and Cake Aek Teluk Kiri using SMA method Dewi Handayani, Masitah Handayani, Abdul Karim Syahputra

PDF 244-251

Sentiment Analysis Of Public Comments On Licensing Services Seeks To Use The Naive Bayes Algorithm With Genetic Selection Algorithm Abdulatif Patue, Guruh Fajar Sidik, Affandy Affandy, Abdul Rahman Ismail

PDF 252-259

Microservices implementation using Rest API for MSMEs based on Raspberry PI Norma Ningsih, Nailul Muna, Faridatun Nadziroh

PDF 260-272

Mapping Information Technology Governance Using the Design Factor Framework COBIT 2019 at PT. XYZ Ummul Afifah, Steffi Adam, Marfuah Marfuah

PDF 273-282

UI/UX Development of Mobile-based Palembang-Indonesia Dictionary application using Design Thinking Method Ayu Puspita Indah Sari, Muhammad Iqbal Ramdhani, Andri Andri, Haris Oktariansyah, Mawarni Mawarni, Dinda Novita

PDF 283-290

Using a Partition System to Improve the Performance of the Apriori Algorithm in Speeding Up Itemset Frequency Search Process Moch Syahrir, Rifqi Hammad, Kurniadin Abd. Latif, Melati Rosanensi

PDF 291-304

Fuzzy Mamdani for Equality of Employee Salary Panji Rangga Adzan Fajar Fakharudin, Donny Avianto

PDF 305-314

Classification of Flood-Prone Areas Using 10-Fold Cross Validation and K-Nearest Neighbors Adyatma Andhika Bagaskara, Kristoko Dwi Hartomo

PDF 315-323

Measuring IT Governance Capability at DISKOMINFO Salatiga using COBIT 2019 Neonatal March Parera, Johan Jimmy Charter Tambotoh

PDF 324-334

Systematic Literature Review: Implementation COBIT as a Best Practice of Electronic Based Government System Governance Ari Cahaya Puspitaningrum, Laqma Dica Fitrani, Endah Septa Sintiya

PDF PDF 335-345

Learning Management System Applying the KMSLC Method as a Visual Programming Learning Media Debby Ummul Hidayah, Puji Lestari, Dwifa Julieta Kasih

PDF 346-358

Development of Folk Games as an Android-Based Game for Advancement Riau Malay Culture Panji Rachmat Setiawan, Syefriani Syefriani, Rizky Wandri, Firly Bagdja Pangestu

PDF 359-370

Batu Pulut Village Population Management Information System using the Multi Attribute Utility Theory (MAUT) Method Diana Asmarani Siregar, Samsudin Samsudin

PDF 371-385

Implementation of the ROP (Reorder Point) Algorithm on the Parts Stock Management Information System at PT Indako Trading Coy Web based Isma Nurlita Dalimunthe, Suendri Suendri

PDF 386-398