Vol. 5 No. 4 (2025): MALCOM October 2025

View Vol. 5 No. 4 (2025): MALCOM October 2025

Author Afiliation (Vol. 5 No. 4 October 2025):

DOI: https://doi.org/10.57152/malcom.v5i4

Published: 2025-10-30

Articles

Segmentasi Wilayah Target Promosi Menggunakan Algortima K-Means Clustering pada Perguruan Tinggi Segmentation of Promotion Target Areas Using the K-Means Clustering Algorithm at Universities

Zela Poiema Christy Mantohana Napitupulu, Jek Siang Jong, Andhika Galuh Prabawati

1160-1171
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DOI : https://doi.org/10.57152/malcom.v5i4.2125 Abstract View: 92,
Analisis Sentimen Ulasan Produk Shopee di Aplikasi Instagram Menggunakan Algoritma K-Nearest Neighbors Sentiment Analysis of Shopee Product Reviews on the Instagram Application Using the K-Nearest Neighbors Algorithm

Sri Lestari, Syafira Febrianti

1172-1180
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DOI : https://doi.org/10.57152/malcom.v5i4.1595 Abstract View: 113,
Penerapan Hyperparameter Tuning pada Model Klasifikasi untuk Prediksi Risiko Penyakit Jantung Implementation of Hyperparameter Tuning for Classification Models in Heart Disease Risk Prediction

Siti Kania Nur Alya Putri, Indah Jumiatin, Indri Sulistia, Novan Alkaf Bahraini Saputra, Nuruddin Wiranda

1181-1189
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DOI : https://doi.org/10.57152/malcom.v5i4.2138 Abstract View: 58,
Analisis Pengelompokan Laporan Panggilan untuk Perencanaan Respons Berbasis Data Clustering Analysis of Call Reports for Data-Driven Response Planning

Retno Tri Cahyani, Imam Yuadi, Hendro Margono

1190-1198
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DOI : https://doi.org/10.57152/malcom.v5i4.2168 Abstract View: 41,
Analisis Implementasi Artificial Intelligence dalam Dunia Kesehatan Indonesia: Literature Review Analysis of Artificial Intelligence Implementation in the Indonesian Healthcare Sector: A Literature Review

Nur Azizah Syaputri Avianta, Daniel Happy Putra, Bangga Agung Satrya, Muhammad Fuad Iqbal

1199-1210
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DOI : https://doi.org/10.57152/malcom.v5i4.2229 Abstract View: 238,
Exploring User Experience by User Review Using LDA-Topic Modeling and HEART Framework: A Systematic Literature Review

Ayu Indriadika, Noviyanti Santoso

1211-1219
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DOI : https://doi.org/10.57152/malcom.v5i4.2247 Abstract View: 52,
Analisis Sentimen Publik di Platform X Pasca Skandal Bahan Bakar Minyak Oplosan Menggunakan Algoritma Naïve Bayes Public Sentiment Analysis on Platform X Following the Mixed Fuel Scandal Using the Naïve Bayes Algorithm

Achmad Thaufik Chidayat, Diqy Fakhrun Shiddieq, Dwi Nurhayati

1220-1230
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DOI : https://doi.org/10.57152/malcom.v5i4.2220 Abstract View: 107,
Analisis Komparasi Algoritma DBSCAN dan K-Means dalam Pemetaan Segmentasi Pasien Rawat Inap Menggunakan Model RFMT Comparative Analysis of DBSCAN and K-Means Algorithms in Inpatient Patient Segmentation Using the RFMT Model Approach

Mohamad Shodikin, Nungky Taniasari

1231-1241
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DOI : https://doi.org/10.57152/malcom.v5i4.2218 Abstract View: 73,
Enhancing Academic Service Efficiency: Design, Implementation, and Evaluation of a Web-Based Laboratory Booking System Using the Systems Development Life Cycle Framework

Rayi Dwipanilih, Ellis Annisa, Muhammad Ikhwan

1242-1252
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DOI : https://doi.org/10.57152/malcom.v5i4.2162 Abstract View: 63,
Developing a Predictive System for On-Time Graduation Using Logistic Regression

Tety Yuliaty, Gandhi Pawitan

1253-1265
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DOI : https://doi.org/10.57152/malcom.v5i4.2142 Abstract View: 124,
Sistem Kendali Kualitas Air pada Tanaman Hidroponik berbasis Internet of Things Internet of Things-Based Water Quality Control System for Hydroponic Plants

Reza Fahlefie, Damayanti Damayanti

1266-1273
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DOI : https://doi.org/10.57152/malcom.v5i4.2062 Abstract View: 89,
Optimasi Algoritma Convolutional Neural Network dengan Arsitektur Efficientnet-B0 dan Resnet-50 untuk Klasifikasi Jenis Sampah Optimization of Convolutional Neural Network Algorithm with Efficientnet-B0 and Resnet-50 Architecture for Waste Type Classification

Wildan Muhammad Ardana, Kusrini Kusrini

1274-1286
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DOI : https://doi.org/10.57152/malcom.v5i4.2030 Abstract View: 133,
From Comments to Insight: Predictive Classification of Organizational Cultural Entropy Using SBERT, K-Means, and Logistic Regression

Sentri Indah Mayasari, Imam Yuadi

1287-1293
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DOI : https://doi.org/10.57152/malcom.v5i4.2157 Abstract View: 42,
Optimasi Yolov11 Melalui Hyperparameter Tuning dan Data Augmentasi untuk Meningkatkan Akurasi Deteksi Kendaraan pada Kondisi Malam Hari Yolov11 Optimization Through Hyperparameter Tuning and Data Augmentation to Improve Vehicle Detection Accuracy at Night

Imam Alfath Zulkarnain, Kusrini Kusrini

294-1303
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DOI : https://doi.org/10.57152/malcom.v5i4.2250 Abstract View: 71,
Pengaruh Faktor Lingkungan Terhadap Distribusi Kasus DBD di Jakarta Selatan Menggunakan Pendekatan Geographically and Temporally Weighted Regression (GTWR) The Effect of Environmental Factors on the Distribution of Dangue Fever Cases in South Jakarta Using Geographically and Temporally Weighted Regression (GTWR) Approach

Savvy Prissy Amellia Carissa, Nova Putri Dwi Sugiarti; Trimono Trimono, Mohammad Idhom

1304-1317
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DOI : https://doi.org/10.57152/malcom.v5i4.2116 Abstract View: 109,
Klasifikasi Status Mahasiswa Berisiko Drop Out Menggunakan Decision Tree C5.0 dengan Seleksi Fitur Classification of Student Drop Out Risk Using Decision Tree C5.0 with Feature Selection

Farisyah Lutfiah Hanis, Ulfa Khaira, Daniel Arsa

1318-1330
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DOI : https://doi.org/10.57152/malcom.v5i4.2239 Abstract View: 86,
Perbandingan Metode MoSCoW dan AHP dalam Menentukan Kebutuhan Perangkat Lunak di Institusi Pendidikan: Systematic Literature Review Comparison of the MoSCoW and AHP Methods in Determining Software Requirements in Educational Institutions: Systematic Literature Review

Elsina Novela Waroi, Nicodemus Rahanra, Brenstein Mawene, Rooy M. Thaniket, Musa Henri Janto Rahanra

1331-1341
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DOI : https://doi.org/10.57152/malcom.v5i4.2230 Abstract View: 82,
Analytical Hierarchy Process (AHP) Approach for CCTV Vendor Selection in Goods Procurement

Michael Siwalette, Aries Muslim

1342-1350
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DOI : https://doi.org/10.57152/malcom.v5i4.2260 Abstract View: 96,
Sistem Pendukung Keputusan Penilaian Kinerja Guru Menggunakan Metode Simple Additive Weighting (SAW) Decision Support System for Teacher Performance Assessment Using The Simple Additive Weighting (SAW) Method

Alif Farras Haidar, Ega Hegarini

1351-1359
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DOI : https://doi.org/10.57152/malcom.v5i4.2287 Abstract View: 50,
Leaders and Followers Algorithm for the Binary Knapsack Problem

Helen Yuliana Angmalisang, Harrychoon Angmalisang, Nita Anggriani

1360-1366
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DOI : https://doi.org/10.57152/malcom.v5i4.2164 Abstract View: 39,
Prediksi Academic Burnout pada Mahasiswa: Analisis Komparatif Algoritma Support Vector Machine dan Random Forest Prediction of Academic Burnout in College Students: A Comparative Analysis of Support Vector Machine and Random Forest Algorithms

Arbiansyah Adinegara, Suryarini Widodo

1367-1376
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DOI : https://doi.org/10.57152/malcom.v5i4.2283 Abstract View: 136,
Optimasi Performa K-Means melalui Hybrid Feature Engineering RFM dan Behavioral Analytics untuk Segmentasi Pelanggan Optimizing K-Means Performance with Hybrid RFM and Behavioral Analytics for Customer Segmentation

Ilham B, Rahmaddeni Rahmaddeni, Aldino Putra, Dimas Najario, M. Aggie Fakhrizal

1377-1386
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DOI : https://doi.org/10.57152/malcom.v5i4.2227 Abstract View: 45,
Multi-Classification of Pakcoy Plants using Machine Learning Methods with Smart Greenhouse Dataset

Agung Surya Wibowo, Osphanie Mentari, Muhammad Zimamul Adli, Kusnayadi Kusnayadi

1387-1395
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DOI : https://doi.org/10.57152/malcom.v5i4.2212 Abstract View: 40,
Implementasi Machine Learning untuk Analisis Sentimen Opini Publik Mengenai Pembukaan Kebun Kelapa Sawit di Papua Machine Learning-Based Sentiment Analysis of Public Opinion on Palm Oil Plantation Expansion in Papua

Ester Ayuk Pusvita, Deni Stefanus Paboy Ranggup, Usman Arfan

1396-1405
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DOI : https://doi.org/10.57152/malcom.v5i4.2279 Abstract View: 55,
Analisis Perbandingan Kinerja Algoritma K-NN dan K-Means untuk Sistem Rekomendasi Mouse Gaming Comparative Performance Analysis of K-NN and K-Means Algorithms for Gaming Mouse Recommendation System

Suhardi Aras, Agniel Lorensyus Malino, Yuchiro Heizkia Reenhard Paliyama, Ridho Bintang Ramadhan

1406-1414
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DOI : https://doi.org/10.57152/malcom.v5i4.2160 Abstract View: 53,
Early Warning Systems for Financial Crisis Prediction: A Systematic Literature Review of Econometrics, Machine Learning and Uncertainty Indices

Nelwan Topan Firdaus, Noviyanti Santoso

1415-1422
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DOI : https://doi.org/10.57152/malcom.v5i4.2314 Abstract View: 55,
Perbandingan Data Prediksi Diabetes Menggunakan Machine Learning Comparison of Diabetes Prediction Data Using Machine Learning

Mikhail Claudio Ibrahim, Fachruddin Fachruddin, Nurhadi Nurhadi

1423-1436
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DOI : https://doi.org/10.57152/malcom.v5i4.2301 Abstract View: 41,
Model CNN untuk Pengenalan Ekspresi Wajah pada Pembelajaran Pemrograman dengan Kondisi Oklusi di Kelas A CNN Model for Recognizing Facial Expressions in Programming Classes under Classroom Occlusions

Baharuddin Baharuddin, Muh. Wahyu Suryandi Adam, Annahl Riadi

1437-1443
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DOI : https://doi.org/10.57152/malcom.v5i4.2322 Abstract View: 20,
Analysis of Artificial Intelligence-Based Photogrammetry for Calculating the Volume of Bulk Material Stockpiles

Rahmat Fuadi Syam, Syahrul Usman

1443-1449
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DOI : https://doi.org/10.57152/malcom.v5i4.2323 Abstract View: 44,
Klasifikasi Kelayakan Penerima Beasiswa Menggunakan Naive Bayes dengan Optimasi Atribut Berbasis K-Means Clustering Classification of Scholarship Eligibility Using Naïve Bayes with Attribute Optimization Based on K-Means Clustering

Azhiah Putri, Jasmir Jasmir, Benni Purnama

1450-1462
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DOI : https://doi.org/10.57152/malcom.v5i4.2312 Abstract View: 52,
Deploying Edge AI for Road Surface Damage Detection Using TensorFlow Lite and Teachable Machine

Iren Damayanti, Zico Pratama Putra

1463-1469
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DOI : https://doi.org/10.57152/malcom.v5i4.2067 Abstract View: 58,
Implementasi Algoritma C4.5 Untuk Klasifikasi Kepuasan Pelanggan Implementing the C4.5 Algorithm for Customer Satisfaction Classification

Listina Nadhia Ningsih, Riska Septiani, Angga Pramadjaya, Seli Nuralisah

1470-1480
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DOI : https://doi.org/10.57152/malcom.v5i4.2211 Abstract View: 47,
Integrasi Internet of Things dan Web untuk Monitoring Kendali Irigasi Tates Secara Real Time Internet of Things and Web Integration for Real-Time Monitoring and Control of Tates Irrigation

Fauzi Fauzi, Amarudin Amarudin

1481-1489
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DOI : https://doi.org/10.57152/malcom.v5i4.2298 Abstract View: 51,
Implementasi Sensor GY-302 BH1750 untuk Penyesuaian Intensitas Cahaya pada Tanaman Selada dan Sawi Hidroponik Implementation of the GY-302 BH1750 Sensor for Adjusting Light Intensity in Hydroponic Lettuce and Mustard Plants

Muhammad syahril, Heni Sulistiani

1490-1497
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DOI : https://doi.org/10.57152/malcom.v5i4.2281 Abstract View: 22,
Klasifikasi Komposisi Menu Makanan Olahan Terhadap Standar Gizi Balita Menggunakan Random Forest Classification of Processed Food Menu Compositions Against Toddler Nutrition Standards Using Random Forest

Rahmi Rahmi, Diva Nabila Herisnan, Suandi Daulay, Rahmaddeni Rahmaddeni

1498-1507
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DOI : https://doi.org/10.57152/malcom.v5i4.2280 Abstract View: 20,
Evaluasi Distribusi Guru-Siswa dan Ketersediaan Sekolah untuk Mendukung Pembangunan Pendidikan Menggunakan K-Means Clustering An Evaluation of Teacher–Student Distribution and School Availability in Supporting Educational Development Using the K-Means Clustering Algorithm

Usman Arfan, Yulianus Pekei

1508-1516
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DOI : https://doi.org/10.57152/malcom.v5i4.2079 Abstract View: 9,
Peramalan Multivariate Time Series Harga Aspal Menggunakan Algoritma Gated Recurrent Unit Multivariate Time Series Forecasting of Asphalt Prices Using the Gated Recurrent Unit Algorithm

Winaldi Putra Jaya, Puput Budi Wintoro, Trisya Septiana, Yessi Mulyani

1517-1530
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DOI : https://doi.org/10.57152/malcom.v5i4.2198 Abstract View: 34,
Analisis Komparatif Kernel Linear, Polynomial, RBF, dan Sigmoid pada Support Vector Machine untuk Klasifikasi Penyakit Jantung Comparative Analysis of Linear, Polynomial, RBF, and Sigmoid Kernels in Support Vector Machine for Heart Disease Classification

Adeline Faradisia, Magdalena A. Ineke Pakereng

1531-1537
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DOI : https://doi.org/10.57152/malcom.v5i4.2321 Abstract View: 66,
Analisis Sentimen Masyarakat Papua Terhadap Program Makan Gizi Gratis di Indonesia Sentiment Analysis of Papuan Public Perceptions Toward the Free Nutritional Meal Program in Indonesia

Usman Arfan, Evradus Badii

1538-1546
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DOI : https://doi.org/10.57152/malcom.v5i4.2087 Abstract View: 30,
Pengembangan Sistem Rekam Medis Digital Multiplatform Berbasis Tauri Framework Development of a Cross-Platform Digital Medical Record System Based on the Tauri Framework

Rizkia Adhy Syahputra, Joko Aryanto

1547-1558
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DOI : https://doi.org/10.57152/malcom.v5i4.2332 Abstract View: 6,
Implementasi Sistem Pakar Diagnosis Awal Penyakit Lambung Menggunakan Algoritma Naives Bayes Berbasis MERN Stack Implementation of an Expert System for Early Diagnosis of Gastric Disease Using the Naives Bayes Algorithm Based on MERN Stack

Abdillah Abdillah, Ewi Ismaredah, Aldiv Maulana Sidiq

1559-1569
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DOI : https://doi.org/10.57152/malcom.v5i4.2226 Abstract View: 13,