Vol. 6 No. 1 (2026): MALCOM January 2026

View Vol. 6 No. 1 (2026): MALCOM January 2026

Author Afiliation (Vol. 6 No. 1 January 2026):

DOI: https://doi.org/10.57152/malcom.v6i1

Published: 2025-12-26

Articles

Optimasi Seleksi Fitur Menggunakan Algoritma Hybrid ARO-DBSCAN untuk Meningkatkan Akurasi Model Klasifikasi K-Nearest Neighbor Feature Selection Optimization Using the Hybrid ARO-DBSCAN Algorithm to Improve the Accuracy of the K-Nearest Neighbor Classification Model

Florentina Yuni Arini, Josephin Nova Bagaskara, Alfani Salsabilla Anwar, Muhammad Najmuddin Faqih, Prayoga Adi Brata, Nadhia Adzqiya khairunnisa, Yusuf Pandu Satrio Aji

1-10
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DOI : https://doi.org/10.57152/malcom.v6i1.2129 Abstract View: 96,
Transformasi Digital Manajemen Stok UMKM Melalui Implementasi Sistem E-Inventory Mobile Real-Time Digital Transformation of MSME Stock Management Through the Implementation of a Real-Time Mobile E-Inventory System

Sultan Akmal Ghiffari, Joko Aryanto

11-22
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DOI : https://doi.org/10.57152/malcom.v6i1.2334 Abstract View: 179,
Comparison and Data Visualization in Thyroid Cancer Disease Prediction Using Machine Learning Algorithms

M. Zahran Yudha, Jasmir Jasmir, Fachruddin Fachruddin

23-30
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DOI : https://doi.org/10.57152/malcom.v6i1.2249 Abstract View: 38,
Analisis Clustering Menggunakan Metode K-Means untuk Mengidentifikasi Pola Kepuasan Alumni Clustering Analysis Using the K-Means Method to Identify Alumni Satisfaction Pattern

Muhammad Ilham Ramadhan, Alwis Nazir, Muhammad Irsyad, Suwanto Sanjaya, Fadhilah Syafria

31-41
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DOI : https://doi.org/10.57152/malcom.v6i1.2401 Abstract View: 85,
Implementasi Metode Simple Multi-Attribute Rating Technique untuk Penerimaan Bantuan Desa Implementation of the Simple Multi-Attribute Rating Technique Method for Receiving Village Fund Assistance

Junaidi Junaidi, Heni Sulistiani

42-51
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DOI : https://doi.org/10.57152/malcom.v6i1.2347 Abstract View: 21,
Implementasi Large Language Models dalam Rancang Bangun Aplikasi Computer-Assisted Test Mobile Berbasis Android Implementation of Large Language Models in the Design of Android-Based Computer-Assisted Test Mobile Applications

Yoga Natadisastro, Nazruddin Safaat Harahap, Novriyanto Novriyanto, Teddie Darmizal

52-61
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DOI : https://doi.org/10.57152/malcom.v6i1.2402 Abstract View: 50,
Development of Augmented Reality-Based Anatomy Learning Media (ARANOMI) for Vocational Health Students

Yoga Sahria, Edwina Nur Utami

62-72
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DOI : https://doi.org/10.57152/malcom.v6i1.2374 Abstract View: 8,
Pembangunan Model Klasifikasi untuk Menilai Lokasi Strategis Usaha Laundry Berdasarkan Analisis Geospasial dan Data Open-Source Development of a Classification Model to Evaluate Strategic Laundry Business Locations Using Geospatial and Open-Source Data

Briandana Riznov, Bagus

73-84
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DOI : https://doi.org/10.57152/malcom.v6i1.2358 Abstract View: 6,
Peningkatan Efektivitas dan Keamanan Sistem Profil Program Studi Menggunakan Metode Vulnerability Assessment Enhancing the Effectiveness and Security of Study Program Profile Systems Using the Vulnerability Assessment Method

Faisal Amir, Riyanto Riyanto, Fadhilah Oriyasmi, Rajimar Suhal Hasibuan, Fadli Fadilillah, Rien Afrianti

85-93
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DOI : https://doi.org/10.57152/malcom.v6i1.2318 Abstract View: 11,
Performance of K-Nearest Neighbors and Advanced Metaheuristic Algorithms for Feature Selection in Classifying the Purity of Civet Coffee

Shinta Widyaningtyas, Muhammad Arwani, Ririn Fatma Nanda

94-105
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DOI : https://doi.org/10.57152/malcom.v6i1.2345 Abstract View: 28,
Implementasi Algoritma XGBoost Classifier untuk Klasifikasi Kerumunan Jemaah Haji dan Umrah Implementation of the XGBoost Classifier Algorithm for Classifying Crowds of Hajj and Umrah Pilgrims

Rahmattun Illaihiyah, Ginanjar Abdurrahman, Daryanto Daryanto

106-115
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DOI : https://doi.org/10.57152/malcom.v6i1.2245 Abstract View: 27,
Kajian Analisis Variasi Jumlah Epoch Terhadap Persentase Kesesuaian Peta Batas Kampung dan Rupa Bumi Indonesia dengan Data Kartometrik Menggunakan Metode Deep Learning Study of Variation Analysis of Epoch Number on the Percentage of Conformity of Village Boundary Maps and Indonesian Topography with Cartometric Data Using Deep Learning Methods

Ilyas Ilyas, Ratna Mustika Sari, Ade Tri Sucipto

116-125
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DOI : https://doi.org/10.57152/malcom.v6i1.2021 Abstract View: 21,
Pengembangan Sistem Manajemen Keanggotaan dan Pelatihan Gym Berbasis Web Menggunakan Metode Traditional Analysis dan Prototype Development of a Web-Based Gym Membership and Training Management System Using the Traditional Analysis and Prototype Methods

Muhammad Iqbal Ravelino, Suhirman Suhirman

126-137
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DOI : https://doi.org/10.57152/malcom.v6i1.2354 Abstract View: 21,
Exploring the Evolution of Electric Vehicle Charging Infrastructure: A Bibliometric Perspective on Public Electric Vehicle Charging Station Location Planning

Hanna Notopramono, Mohammad Isa Irawan

138-148
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DOI : https://doi.org/10.57152/malcom.v6i1.2375 Abstract View: 30,
Analisis Komparasi Algoritma Machine Learning untuk Prediksi Harga Sewa Properti Komersial Comparative Analysis of Machine Learning Algorithms for Predicting Commercial Property Rental Prices

Dwi Juli Yantono Yantono, Nabila Rahmawati Puspaningrum, Salsabila Amani Zein, Adolfintje Hawila Amberam Winona Resky Marani, Gregorius Januario Namat

149-155
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DOI : https://doi.org/10.57152/malcom.v6i1.2412 Abstract View: 16,
Pemodelan Topik dan Analisis Sentimen pada Ulasan Pengguna Aplikasi Trans Jatim Topic Modeling and Sentiment Analysis on Trans Jatim Application User Reviews

Maria Ulfa Yanuar, Wahyu Wibowo

156-166
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DOI : https://doi.org/10.57152/malcom.v6i1.2410 Abstract View: 19,
Analisis Usability dan Credibility Platform IPB DiSign Menggunakan System Usability Scale dan User Experience Honeycomb Usability and Credibility Analysis of IPB DiSign Platform Using System Usability Scale and User Experience Honeycomb

Erisa Salsabila, Afif Aulia Rohman, Zafira Ryani Putri, Julyandre Hikari Karundeng, Muhammad Fauzi Abdullah, Amata Fami

167-177
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DOI : https://doi.org/10.57152/malcom.v6i1.2396 Abstract View: 20,
Model Deteksi Pemborosan Energi Listrik Rumah Tangga Berbasis Algoritma Autoencoder dengan Konsep Internet of Things Household Electricity Waste Detection Model Based on Autoencoder Algorithm with Internet of Things Concept

Sriwahyuningsih Piu A, Muhammad Rizal, Maya Itasari

178-185
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DOI : https://doi.org/10.57152/malcom.v6i1.2338 Abstract View: 7,
Predictive Analytics for Property Valuation Using Random Forest in Malang City

Sandrian Yulian Firmansyah Noorihsan, Tintrim Dwi Ary Widhianingsih, Heri Kuswanto

186-192
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DOI : https://doi.org/10.57152/malcom.v6i1.2411 Abstract View: 16,
Evaluasi Machine Learning untuk Prediksi Pembatalan Hotel dengan Threshold Adjustment dan Cost-Based Evaluation Machine Learning Evaluation for Hotel Cancellation Prediction with Threshold Adjustment and Cost-Based Evaluation

Efraim William Solang, Franco Xander Adu, Agus Dharma, Nyoman Gunantara

193-204
DOI : https://doi.org/10.57152/malcom.v6i1.2466 Abstract View: 31,
Performance Analysis of Google Cloud Platform for Web-Based Applications

Amiruddin. A Amiruddin, Rahmawati Rahmawati, Nurhaedar Nurhaedar, Musa Musa

205-211
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DOI : https://doi.org/10.57152/malcom.v6i1.2351 Abstract View: 22,