Vol. 5 No. 3 (2025): MALCOM July 2025

Author Afiliation (Vol. 5 No. 3 July 2025):

Universitas Nusa Mandiri; Universitas Sains dan Teknologi Indonesia; Universitas Semarang; Universitas Muria Kudus; Universitas Kristen Wira Wacana Sumba; Universitas Muhammadiyah Parepare; Universitas Islam Negeri Sultan Syarif Kasim Riau; Institut Teknologi Sepuluh Nopember; Universitas Islam Negeri Maulana Malik Ibrahim Malang; Universitas Pelita Bangsa; Universitas Pamulang; Universitas Lambung Mangkurat; Universitas Teknokrat Indonesia; Universitas Muhammadiyah Bengkulu; Padjajaran University; Budiluhur University; Airlangga University; Universitas Indonesia; Sekolah Tinggi Ilmu Karya Cipta Intormatika; Sriwijaya University; Universitas Garut; Universitas Pembangunan Nasional “Veteran” Jawa Timur; Universitas Kristen Immanuel; Politeknik Negeri Padang; Institut Teknologi dan Bisnis Bina Sarana Global; Universitas Telkom; Universitas Amikom Yogyakarta; Universitas Gadjah Mada; Universitas Pelita Bangsa; Politeknik Statistika STIS; Universitas Dumai; Universitas Muria Kudus

DOI: https://doi.org/10.57152/malcom.v5i3

Published: 2025-06-19

Articles

Smart Prescription Reader: Enhancing Accuracy in Medical Prescriptions

Ragil Yulianto

738-745
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DOI : https://doi.org/10.57152/malcom.v5i3.1934 Abstract View: 337,
Revolutionizing Corporate Event Planning with AI: A Cost-Efficiency Strategy for BuatEvent.id

Muhammad Supriyadi, Yan Rianto

746-754
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DOI : https://doi.org/10.57152/malcom.v5i3.1929 Abstract View: 119,
AI-Powered: Leveraging Teachable Machine for Real-time Scanner

Frizca Fellicita Marcelly, Yan Rianto

755-765
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DOI : https://doi.org/10.57152/malcom.v5i3.1931 Abstract View: 136,
Optimization of Customer Segmentation in the Retail Industry Using the K-Medoid Algorithm

Endy Wulan Agustin, Kurnia Uthami, Arvan Izzatul Ulfa, Lusiana Efrizoni, Rahmaddeni Rahmaddeni

766-775
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DOI : https://doi.org/10.57152/malcom.v5i3.1977 Abstract View: 95,
Internet of Things Based Air Quality Monitoring System with Automatic Notification

Devi Nur Azizah, Sri Heranurweni, La Ode Muhamad Idris

776-787
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DOI : https://doi.org/10.57152/malcom.v5i3.1945 Abstract View: 274,
Real-Time Road Damage Detection on Mobile Devices using TensorFlow Lite and Teachable Machine

Lusindah Nova, Yan Rianto

788-796
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DOI : https://doi.org/10.57152/malcom.v5i3.1933 Abstract View: 95,
Perbandingan Kinerja Algoritma Clustering K-Means dan K-Medoids dalam Pengelompokan Sekolah di Provinsi Riau Berdasarkan Ketersediaan Sarana dan Prasarana Comparison of K-Means and K-Medoids Clustering Algorithm Performance in Grouping Schools in Riau Province Based on Availability of Facilities and Infrastructure

Muhammad Dzaki Salman, Rahmaddeni Rahmaddeni, Nanda Rizki Pratama , M. Nakhlah Farid A, Ahmad Agung Setiawan, Fenisya Zalianti, Isra Bil Huda

797-806
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DOI : https://doi.org/10.57152/malcom.v5i3.1950 Abstract View: 260,
Pengunaan Barcode dalam Sistem Inventory Modern untuk Meningkatkan Akurasi dan Kecepatan Operasional Utilization of Barcode Technology in Modern Inventory Systems to Enhance Accuracy and Operational Efficiency

Sahidin Achmad Noor Maulana; Esti Wijayanti, Ahmad Abdul Chamid

807-818
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DOI : https://doi.org/10.57152/malcom.v5i3.1943 Abstract View: 337,
Eksplorasi Variabel Berpengaruh dan Akurasi Algoritma Naive Bayes Classifier untuk Mengklasifikasikan Performa Siswa Sekolah Dasar Exploration of Influential Variables and Accuracy of the Naive Bayes Classifier Algorithm for Classifying the Performance of Elementary School Students

Arini Aha Pekuwali, Vidriana Oktoviana Bano, Alfred Domu D. Panja, Fajar Indra Prasetyo

819-829
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DOI : https://doi.org/10.57152/malcom.v5i3.1813 Abstract View: 95,
Perbandingan Algoritma K-Nearest Neighbors dan Random Forest untuk Rekomendasi Gaya Hidup Sehat dalam Mencegah Penyakit Jantung Comparison of K-Nearest Neighbors and Random Forest Algorithms for Recommendations for a Healthy Lifestyle in Prevent Heart Disease

Elza Sahelvi, Putri Cikita, Riska Mela Sapitri, Rahmaddeni Rahmaddeni, Lusiana Efrizoni

830-840
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DOI : https://doi.org/10.57152/malcom.v5i3.1972 Abstract View: 242,
Implementasi Computer Vision dalam Mendeteksi Penyakit pada Tanaman Cabai dan Tomat Menggunakan Algoritma Convolutional Neural Networks Implementation of Computer Vision for Detecting Diseases in Chili and Tomato Plants Using the Convolutional Neural Networks Method

Deris Pakiding, Ahmad Selao, Wahyuddin Wahyuddin

841-850
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DOI : https://doi.org/10.57152/malcom.v5i3.1989 Abstract View: 386,
Model Prediksi Dampak Perubahan Iklim pada Ketahanan Pangan Menggunakan Algoritma Support Vector Machine and K-Nearest Neighbors Prediction Model for the Impact of Climate Change on Food Security Using the Support Vector Machine and K-Nearest Neighbors Algorithms

Devi Puspita Sari, Risman Risman, Fitra Maulana, Lusiana Efrizoni, Rahmaddeni Rahmaddeni

851-861
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DOI : https://doi.org/10.57152/malcom.v5i3.1975 Abstract View: 283,
Perbandingan Performa Random Forest dan Long Short-Term Memory dalam Klasifikasi Teks Multilabel Terjemahan Hadits Bukhari Comparison of Random Forest and Long Short-Term Memory Performance in Multilabel Text Classification of Bukhari Hadith Translation

Rizmah Zakiah Nur Ahmad, Nazruddin Safaat Harahap, Surya Agustian, Iwan Iskandar, Suwanto Sanjaya

862-874
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DOI : https://doi.org/10.57152/malcom.v5i3.2046 Abstract View: 303,
Analisis Faktor-Faktor yang Mempengaruhi Engagement Video di Platform TikTok Menggunakan Multiple Linear Regression Analysis of Factors that Influence Video Engagement on the TikTok Platform Using the Multiple Linear Regression Algorithm

Nur Sapina, Annisa Nanda, Muhammad Amirul Arifin, Rahmaddeni Rahmaddeni, Lusiana Efrizoni

875-885
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DOI : https://doi.org/10.57152/malcom.v5i3.1987 Abstract View: 254,
Implementasi Feature Selection Menggunakan Boruta untuk Peningkatan Akurasi Model Lapser Prediction Implementation of Feature Selection Using Boruta to Improve the Accuracy of the Lapser Prediction Model

Mochamad Gilang Saputra, Bagus Jati Santoso

886-895
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DOI : https://doi.org/10.57152/malcom.v5i3.1992 Abstract View: 116,
Perbandingan Performa Metode Klasifikasi Teks Multilabel Hadis Terjemahan Bukhari Menggunakan Support Vector Machine dan Long Short Term Memory Performance Comparison of Multilabel Text Classification Methods on Translated Hadiths of Bukhari Using Support Vector Machine and Long Short Term Memory

Aulia Ramadhani, Nazruddin Safaat, Surya Agustian, Iwan Iskandar, Suwanto Sanjaya

896-907
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DOI : https://doi.org/10.57152/malcom.v5i3.2051 Abstract View: 199,
Klasifikasi Sentimen Menggunakan Metode Multilayer Perceptron dengan Fitur TF-IDF Sentiment Classification Using Multilayer Perceptron Algorithm with TF-IDF Features

Abdurrahman Arasy, Surya Agustian, Lestari Handayani, Iwan Iskandar

908-919
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DOI : https://doi.org/10.57152/malcom.v5i3.2052 Abstract View: 140,
Implementasi Chatbot Tafsir Al-Qur'an Menggunakan Chainlit dengan Pendekatan Groq Implementing a Qur'anic Tafsir Chatbot Through Chainlit with a Groq-Based Approach

Muhammad Rizky Maulana, Nazruddin Safaat Harahap, Okfalisa Okfalisa, Yusra Yusra

920-929
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DOI : https://doi.org/10.57152/malcom.v5i3.2082 Abstract View: 153,
Optimasi Extreme Gradient Boosting dengan Particle Swarm Optimization untuk Estimasi Software Effort Optimized Extreme Gradient Boosting using Particle Swarm Optimization for Software Effort Estimation

Achmad Fahreza Alif Pahlevi, Mokhammad Amin Hariyadi, Agung Teguh Wibowo Almais

930-941
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DOI : https://doi.org/10.57152/malcom.v5i3.2055 Abstract View: 77,
Implementasi Sistem Basis Data Terintegrasi pada Aplikasi Dashboard Monitoring Replikasi Bank Tabungan Negara Metode Prototype Implementation of an Integrated Database System in the Bank Tabungan Negara Replication Monitoring Dashboard Application Using the Prototype Method

Hendra Yunianto Ardhi, Asep Muhidin, Tri Ngudi Wiyatno

942-952
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DOI : https://doi.org/10.57152/malcom.v5i3.2049 Abstract View: 139,
Analisis Rute Terpendek Menuju Universitas Pamulang dengan Implementasi Algoritma Dijkstra Analysis of the Shortest Route to Universitas Pamulang Using the Implementation of Dijkstra's Algorithm

Angga Pramadjaya, Istiqomah Rohmawati

953-961
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DOI : https://doi.org/10.57152/malcom.v5i3.1983 Abstract View: 151,
Systematic Literature Review: Pemanfaatan Video Animasi 3D untuk Edukasi Kebersihan Lingkungan Systematic Literature Review: The Use of 3D Animated Videos for Environmental Hygiene Education

Dhea Khairiyah, Qomario Qomario, Mastur Mastur

962-971
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DOI : https://doi.org/10.57152/malcom.v5i3.2033 Abstract View: 114,
Penerapan Teknik Ensemble Learning untuk Klasifikasi Jenis-jenis Anemia Application of Ensemble Learning Technique for Classification of Anemia Types

Arjuna Priandika, Auliya Rahman Isnain

972-980
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DOI : https://doi.org/10.57152/malcom.v5i3.1721 Abstract View: 119,
Perbandingan Naïve Bayes dan Support Vector Machine Dalam Analisa Sentimen Tentang Penyitaan Aset Koruptor di Twitter Comparison of Naïve Bayes and Support Vector Machine in Sentiment Analysis of Confiscation of Corrupt Assets on Twitter

Ananda sholekhah, Muntahanah Muntahanah

981-989
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DOI : https://doi.org/10.57152/malcom.v5i3.2068 Abstract View: 46,
Harnessing Machine Learning to Decode YouTube Subscriber Dynamics: Regression Predictive Models and Correlations

Sri Mulyati, Samidi Samidi

990-999
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DOI : https://doi.org/10.57152/malcom.v5i3.2084 Abstract View: 49,
Predictive Sales Analysis in Coffee Shops Using the Random Forest Algorithm

Shella Norma Windrasari, Hendro Margono, Yudistira Ardi Nugraha Setyawan Putra

1000-1011
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DOI : https://doi.org/10.57152/malcom.v5i3.2023 Abstract View: 133,
Risk Management Analysis in Digital Bank XYZ Using the COBIT 2019 Framework

Rudi Purnomo, Ruki Harwahyu

1012-1018
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DOI : https://doi.org/10.57152/malcom.v5i3.1876 Abstract View: 88,
Penerapan ChatGPT untuk Rekomendasi Resep Makanan Sehat dan Bergizi pada Anak-Anak ChatGPT Application for Healthy and Nutritious Food Recipe Recommendations for Children

Anggit Saepul Anwar, Edhi Poerwandhono

1019-1028
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DOI : https://doi.org/10.57152/malcom.v5i3.1601 Abstract View: 63,
Analisis Hubungan Antara Jumlah Bus dan Jumlah Penumpang Menggunakan Unsupervised Learning Analysis of Passenger and Bus Numbers Using Unsupervised Learning

Aurell Octaviona Sinaga, Rossi Passarella

1029-1036
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DOI : https://doi.org/10.57152/malcom.v5i3.2005 Abstract View: 104,
Analisis Sentimen Coretax: Perbandingan Pelabelan Data Manual, Transformers-Based, dan Lexicon-Based pada Performa IndoBERT Sentiment Analysis of Coretax: A Comparison of Manual, Transformers-Based, and Lexicon-Based Data Labeling on IndoBERT Performance

Agnia Suci Rizkia, Wufron Wufron, Fikri Fahru Roji

1037-1048
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DOI : https://doi.org/10.57152/malcom.v5i3.2151 Abstract View: 474,
Prediksi Laju Inflasi di Jawa Timur Menggunakan Model N-BEATS dan Optimasi Optuna Prediction of Inflation Rate in East Java Using the N-BEATS Model and Optuna Optimization

Mohammad Nizar Riswanda, Trimono Trimono, Wahyu Syaifullah Jauharis Saputra

1049-1060
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DOI : https://doi.org/10.57152/malcom.v5i3.2141 Abstract View: 64,
Implementasi YOLO11 dan OpenCV untuk Pengenalan Frasa dalam Video Real-Time Bahasa Isyarat Tangan YOLO11 and OpenCV Implementation for Phrase Recognition in Real-Time Hand Sign Language Videos

Henoch Yanuar Ari Swasono, Agustinus Rudatyo Himamunanto, Febe Maedjaja

1061-1073
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DOI : https://doi.org/10.57152/malcom.v5i3.2130 Abstract View: 113,
Sistem Informasi Survei Kepuasan Masyarakat dengan Framework Laravel pada Pelayanan Publik Pemerintah Daerah Public Satisfaction Survey Information System Using Laravel Framework at Local Government Public Services

Fadli Fadilillah, Faisal Amir, Riyanto Riyanto, Rajimar Suhal Hasibuan, Syavira Indah Maryam

1074-1082
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DOI : https://doi.org/10.57152/malcom.v5i3.1772 Abstract View: 133,
Deteksi Kepribadian dan Tumbuh Kembang Anak dengan Sidik Jari Menggunakan Algoritma K-Nearest Neighbor dan Decision Tree Personality and Child Development Detection Using Fingerprints with K-Nearest Neighbor and Decision Tree Algorithm

Andi Gunawan, Chair Anggita Fitriani, Wira Hadinata, Wieke Ricesa

1083-1094
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DOI : https://doi.org/10.57152/malcom.v5i3.2094 Abstract View: 88,
Analisis Cluster Terhadap Pengelompokan Preferensi Pengguna Pembayaran Digital dan Dampaknya Terhadap Inklusi Keuangan Mahasiswa Telkom University Cluster Analysis of The Clustering of Digital Payment User Preferences and Its Impact on Financial Inclusion of Telkom University Student

Muhammad Alfian Khoiri, Raswyshnoe Boing Kotjoprayudi, Alit Yuniargan Eskaluspita

1095-1106
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DOI : https://doi.org/10.57152/malcom.v5i3.2171 Abstract View: 67,
Analisis Perbandingan Kinerja Web Humas Infrastruktur On-Premise dan Cloud Computing dengan Load Balancer Round Robin Comparative Analysis of Public Relations Web Performance of On-Premise and Cloud Computing Infrastructure with Round Robin Load Balancer

Robby Febrianur Saleh, Kusrini Kusrini

1107-1116
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DOI : https://doi.org/10.57152/malcom.v5i3.2182 Abstract View: 36,
Perancangan dan Evaluasi Sistem Informasi Kesehatan Sekolah Menggunakan User Experience Questionnaire Design and Evaluation of School Health Information System Using User Experience Questionnaire

Adelia Fitri Kusumadewi

1117-1124
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DOI : https://doi.org/10.57152/malcom.v5i3.2103 Abstract View: 36,
Penerapan Machine Learning untuk Prediksi Kenaikan Harga Beras Premium Menggunakan Algoritma Regresi Linier Application of Machine Learning for Premium Rice Price Increase Prediction Using Linear Regression Algorithm

Arif Tri Widiyatmoko, Sufajar Butsianto, Agung Nugroho

1125-1132
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DOI : https://doi.org/10.57152/malcom.v5i3.2123 Abstract View: 140,
Perbandingan Algoritma Deep Learning untuk Analisis Sentimen Ekowisata di Bogor Comparison of Deep Learning Algorithm in Sentiment Analysis Ecotourism in Bogor

Peni Agustini, Muhammad Iqbal, Vicha Amalia Akbar, Robert Kurniawan

1133-1142
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DOI : https://doi.org/10.57152/malcom.v5i3.2191 Abstract View: 145,
Pengelompokan Kabupaten di Indonesia untuk Pemetaan Pendapatan Daerah Menggunakan Algoritma K-Means Clustering of Regencies in Indonesia for Regional Revenue Mapping Using the K-Means Algorithm

Gustri Romi Wahyudi, Rahmaddeni Rahmaddeni, Ema Dini, Sukri Adrianto, Rahmasari Fadila

1143-1151
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DOI : https://doi.org/10.57152/malcom.v5i3.2206 Abstract View: 114,
Implementasi Sistem Informasi Berbasis Object Oriented Analysis and Design untuk Mendukung Operasional Kudus Archery School Implementation of Object Oriented Analysis and Design Based Information System to Support Kudus Archery School Operations

Rio Riswandha, Ratih Nindyasari, Alif Catur Murti

1152-1159
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DOI : https://doi.org/10.57152/malcom.v5i3.2003 Abstract View: 19,