MALCOM: Indonesian Journal of Machine Learning and Computer Science

JOURNAL INFO

Journal title	: MALCOM: Indonesian Journal of Machine Learning and Computer Science
Initials	: MALCOM
Accredited	: Sinta 4 Kemendikbud (2021-2025)
Frequency	: 4 issues per Year (January, April, July and October)
P-ISSN	: 2797-2313
E-ISSN	: 2775-8575
Publisher	: Institut Riset dan Publikasi Indonesia (IRPI)

JOURNAL DESCRIPTION

MALCOM: Indonesian Journal of Machine Learning and Computer Science is a scientific journal published by the Institut Riset dan Publikasi Indonesia (IRPI) in collaboration with several Universities throughout Riau and Indonesia.

MALCOM will be published 2 (two) times a year, April and October, each edition containing 10 (Ten) articles, for Vol 3 No 2 2023 containing 30 (Thirty) articles (Info). Articles may be written in Indonesian or English. articles are original research results with a maximum plagiarism of 15%. Articles submitted to MALCOM will be reviewed by at least 2 (two) reviewers. The submitted article must meet the assessment criteria and in accordance with the instructions and templates provided by MALCOM. The author should upload the Statement of Intellectual/ Copyright Rights when submitting the manuscript. Papers must be submitted via the Open Journal System (OJS) in .doc or .docx format. The entire process until MALCOM is published will be free of charge. MALCOM is registered in National Library with Number International Standard Serial Number (ISSN) Printed: 2797-2313 and Online 2775-8575. MALCOM uses Turnitin plagiarism checks, Mendeley for reference management and supported by Crossref (DOI) for identification of scientific paper.

JOURNAL INDEXING

Announcements

Changes in MALCOM Publication Issues

2023-12-19

Starting 1 January 2024, MALCOM: Indonesian Journal of Machine Learning and Computer Science will publish journal issues 4 (four) times a year namely January, April, July and October.

Current Issue

Vol. 5 No. 1 (2025): MALCOM January 2025

Author Afiliation (Vol. 5 No. 1 October 2025):

Full Paper will be published on Nov 30th - January 30th, 2025

Published: 2024-11-24

Articles

Analisis Kesehatan Mental untuk Mencegah Gangguan Mental pada Mahasiswa Menggunakan Algoritma K-Nearest Neighbor (K-NN) dan Random Forest Mental Health Analysis to Prevent Mental Disorders in Students Using The K-Nearest Neighbor (K-NN) Algorithm and Random Forest Algorithm

Najib Nurdiansyah, Farhan Sulis Febriyan, Zanuar Gesit Dian Amanta, Dicky Arya Saputra, Wiga Maulana Baihaqi
Abstract View: 193,
Perancangan Sistem Monitoring Cerdas Berbasis Internet of Things (IoT) dengan Algoritma Random Forest Regression untuk Deteksi Ketinggian pada Tanaman Tomat Cherry Design of an Intelligent Monitoring System Based on Internet of Things (IoT) with Random Forest Regression Algorithm for Height Detection in Cherry Tomato Plants

Vito Hafizh Cahaya Putra, Muhammad Al-Husaini, Ari Purno Wahyu, Agung Rachmat Raharja
Abstract View: 169,
Klasifikasi Seleksi Penerimaan Karyawan Baru Menggunakan Algoritma C4.5 Classification of New Employee Selection Using the C4.5 Algorithm

Descania Mayangsari, Tri Wahyudi
Abstract View: 41,
Prediksi Waktu Tunggu Pelayanan Pasien Rawat Jalan dengan Algoritma Random Forest Predicting Outpatient Service Waiting Times with Random Forest Algorithm

Rahayu Putri Munggaran, Mieke Nurmalasari, Hosizah Hosizah, Dewi Krismawati
Abstract View: 26,
Designing an ICT Service Chatbot at the Global Institute

Annis Firgiawan, Hasan Asy'ari, Fredy Susanto, Eka Uliyanti Putri Br. Bangun
Abstract View: 42,
Segmentasi Pelanggan dengan Algoritma Clustering Berdasarkan Atribut Recency, Frequency dan Monetary (RFM) Customer Segmentation with Clustering Algorithm Based on Recency, Frequency, and Monetary (RFM) Attributes

Muhamad Fikri Fadhillah, Aldo Lovely Arief Suyoso, Ira Puspitasari
Abstract View: 49,
Otomasi Backup Konfigurasi Settingan Router Mikrotik Menggunakan Ansible Dengan Metode Network DevOps Automation of Mikrotik Router Setting Configuration Backup Using Ansible with Network DevOps Method

Ahmad Zulfikar, Yuma Akbar
Abstract View: 39,
Implementasi K-Means Clustering untuk Optimalisasi Anggaran Penyakit Tidak Menular Implementation of K-Means Clustering for Optimizing Non-Communicable Disease Budgets

Galuh Mafela Mutiara Sujak, Hanif Noer Rofiq, Farhan Iqbal Tawakal
Abstract View: 56,
Implementasi Algoritma Machine Learning dalam Kompresi Citra Foto Sumbu Filosofi Yogyakarta Implementation of Machine Learning Algorithm in Axis Photo Image Compression Yogyakarta Philosophy

Yoga Sahria, Ike Yunia Pasa, Putu Sudira
Abstract View: 30,
Aplikasi Pencarian Lokasi Lembaga Bantuan Hukum Berbasis Mobile dan Geographic Information System untuk Peningkatan Akses Hukum A Mobile-Based Legal Aid Institution Locator Application Using Geographic Information System for Enhancing Legal Access

Naufal Firmansyah, Moh. Ali Romli
Abstract View: 23,
Rapid Application Development (RAD) dalam Pengembangan Aplikasi E-Commerce Berbasis Mobile Rapid Application Development (RAD) in the Development of Mobile-Based E-Commerce Application

Muhammad Raihan, Ahmad Tri Hidayat
Abstract View: 34,
Analisis Efektivitas GAN dalam Meningkatkan Akurasi Deteksi Tuna Rungu dengan Menggunakan Data Audio dan Visual Analysis of GAN Effectiveness in Improving Hearing Impaired Detection Accuracy Using Audio and Visual Data

Dadang Iskandar Mulyana, Awaludin Taufiq Nurrohman
Abstract View: 27,
Pengembangan Sistem Informasi Pendataan Warga Dasawisma Berbasis Web Framework Development of Dasawisma Citizen Data Collection Information System Based on Web Framework

Faisal Amir, Reisye Remagari Hidayatullah, Fadhilah Oriyasmi, Fadli Fadilillah, Rajimar Suhal Hasibuan
Abstract View: 42,
Implementasi Logika Fuzzy Tsukamoto untuk Optimasi Jumlah Produksi Es Batu Kemasan Implementation of Fuzzy Logic Tsukamoto to Optimize the Quantity of Packaged Ice Cube Production

Yurjaa Ghoniyyan Purba, Donny Avianto
Abstract View: 119,
Prototipe Sistem Monitoring Kelembapan Tanah pada Tanaman Cabai Berbasis Internet of Things dengan Metode Fuzzy Logic Menggunakan NodeMCU Esp8266, Blynk dan Thingspeak Prototype of Soil Moisture Monitoring System for Chili Plants Based on Internet of Things Using Fuzzy Logic Method with NodeMCU ESP8266, Blynk, and ThingSpeak

Diva Putra Romadan, Veri Arinal, Frencis Matheos Sarimole, Tundo Tundo
Abstract View: 32,
Pengembangan Aplikasi Document Management System Lembaga Pemasyarakatan Kelas IIA Banceuy Menggunakan Pemodelan Object Oriented Analysis and Design Development of Document Management System Application for Class IIA Banceuy Correctional Institution Using Modeling Object Oriented Analysis and Design

Fernando Mendonca, Feri Sulianta
Abstract View: 35,
Optimalisasi Sistem Antrian Online pada Pelayanan Kesehatan Posyandu Menggunakan Metode Prototype dengan Integrasi FIFO Optimization of Online Queuing System in Posyandu Health Services Using Prototype Method with FIFO Integration

Dimas Santoso, Ahmad Tri Hidayat
Abstract View: 39,
Implementasi Metode Rule Based dalam Mendeteksi Serangan Brute Force pada Owncloud Implementation of Rule Based Method in Detecting Brute Force Attacks on Owncloud

Khazin Mubarok, Moh. Ali Romli
Abstract View: 49,
Implementasi Algoritma K-Means untuk Mengetahui Minat Siswa SMA Terhadap Mata Pelajaran Teknologi Informasi dan Komunikasi Implementation of K-Means Algorithm to Determine the Interest of High School Students in Information Technology Subjects and Communication

Widya Indah Permatasari, Vitri Tundjungsari
Abstract View: 20,
Analisis Penerimaan dan Penggunaan Teknologi UTAUT3 dalam Layanan Musik Digital An Analysis of UTAUT3 Technology Acceptance and Use in Digital Music Services

Dwi Nurhayati
Abstract View: 70,
Pengembangan Aplikasi Kasir Menggunakan User Centered Design (UCD) Berbasis Mobile Development of Cashier Applications Using Mobile-Based User Centered Design (UCD)

Tomi Zahara, Tri Widodo
Abstract View: 88,
Implementasi Teknologi Irigasi Tetes pada Tanaman Jagung Menggunakan Sensor Soil Moisture dan Mikrokontroler Esp 32 Technology Implementation Drip Irrigation on Plants Corn Uses Soil Moisture Sensor and Esp 32 microcontroller

Melian Jefri Saputra, Ryan Randy Suryono
Abstract View: 102,
Analisis Pengembangan Aplikasi Darurat Berbasis Mobile Web dengan Pendekatan Next.js Technology Analysis of Mobile Web-based Emergency Application Development with Next.js Technology Approach

Satria Yoga Pratama, Umar Zaky
Abstract View: 43,
Analisa Pengembangan Aplikasi Manajemen Event pada Event Organizer Menggunakan Model Rapid Application Development Analysis of Event Management Application Development at Event Organizer Using Rapid Application Development Model

Andi Rahmatullah, Fadil Indra Sanjaya
Abstract View: 27,
Analisis Sentimen Publik terhadap Mayor Teddy Indra Wijaya dengan Pendekatan Logistic Regression Public Sentiment Analysis towards Mayor Teddy Indra Wijaya with Logistic Regression Approach

Antonius Steven Dimas Prasetya Sinaga, Adam Sekti Aji
Abstract View: 28,
Keamanan Arsip Kelurahan Bumijo Menggunakan Metode Advanced Encryption Standard (Aes 128) Berbasis Web Security of Bumijo Village Archives Using Advanced Encryption Standard (AES-128) Method Based on Web

Andrea Pirlo Indraka, Moh Ali Romli
Abstract View: 3,
Evaluasi Perbandingan Sistem Operasi Linux untuk Pemanfaatan Client-Server: Studi Kasus Ubuntu dan Debian

Dayu Ovtama Nasrulah, Abdee Wahyu Hertaliando, Rahmat Tullah, Ferawati Ferawati
Abstract View: 12,
Implementasi Algoritma Sequential Search dalam Pencarian Data Cuti pada Aplikasi Cuti Pegawai berbasis Web Implementation of Sequential Search Algorithm in Leave Data Search on a Web-Based Employee Leave Applications

Widyawati Tri Ridha Ridwan, Sunardi Sunardi, Samsu Alam
Abstract View: 3,
Optimasi Penggunaan Energi Listrik Bagi Pelanggan Rumah Tangga Berbasis Machine Learning dan Internet of Things Optimization of Electric Energy Usage for Household Customers Based on Machine Learning and Internet of Things

Sriwahyuningsih Piu, Arham Arifin, Muhammad Rizal
Abstract View: 10,
Optimalisasi Pelaporan Bencana Melalui Pengembangan Aplikasi Metode User Centered Design Berbasis Android Optimizing Disaster Reporting through Android-based User Centered Design Method Application Development

Hizkia Fernando Kuntoro, Tri Widodo
Abstract View: 13,
Three-Phase Space Vector Pulse Width Modulation with Proportional Integral Derivative Control for High-Capacity Battery Charging

Elvin Nursandi, Charles Ronald Harahap, Fx Arinto Setyawan
Abstract View: 5,
Implementasi Metode Rapid Application Development (RAD) untuk Aplikasi Pemesanan Es Krim Berbasis Mobile Android Implementation of Rapid Application Development (RAD) Method for Android Mobile-Based Ice Cream Ordering Application

Ashroff Fazri Bahari, Arif Pramudwiatmoko
Abstract View: 6,

View All Issues

MALCOM: Indonesian Journal of Machine Learning and Computer Science

Announcements

Changes in MALCOM Publication Issues

Change in Number of Published Articles

MALCOM SINTA 4 Accredited

Header Changes on Full Paper

Current Issue

Articles

Analisis Kesehatan Mental untuk Mencegah Gangguan Mental pada Mahasiswa Menggunakan Algoritma K-Nearest Neighbor (K-NN) dan Random Forest Mental Health Analysis to Prevent Mental Disorders in Students Using The K-Nearest Neighbor (K-NN) Algorithm and Random Forest Algorithm

Klasifikasi Seleksi Penerimaan Karyawan Baru Menggunakan Algoritma C4.5 Classification of New Employee Selection Using the C4.5 Algorithm

Prediksi Waktu Tunggu Pelayanan Pasien Rawat Jalan dengan Algoritma Random Forest Predicting Outpatient Service Waiting Times with Random Forest Algorithm

Designing an ICT Service Chatbot at the Global Institute

Segmentasi Pelanggan dengan Algoritma Clustering Berdasarkan Atribut Recency, Frequency dan Monetary (RFM) Customer Segmentation with Clustering Algorithm Based on Recency, Frequency, and Monetary (RFM) Attributes

Otomasi Backup Konfigurasi Settingan Router Mikrotik Menggunakan Ansible Dengan Metode Network DevOps Automation of Mikrotik Router Setting Configuration Backup Using Ansible with Network DevOps Method

Implementasi K-Means Clustering untuk Optimalisasi Anggaran Penyakit Tidak Menular Implementation of K-Means Clustering for Optimizing Non-Communicable Disease Budgets

Implementasi Algoritma Machine Learning dalam Kompresi Citra Foto Sumbu Filosofi Yogyakarta Implementation of Machine Learning Algorithm in Axis Photo Image Compression Yogyakarta Philosophy

Aplikasi Pencarian Lokasi Lembaga Bantuan Hukum Berbasis Mobile dan Geographic Information System untuk Peningkatan Akses Hukum A Mobile-Based Legal Aid Institution Locator Application Using Geographic Information System for Enhancing Legal Access

Rapid Application Development (RAD) dalam Pengembangan Aplikasi E-Commerce Berbasis Mobile Rapid Application Development (RAD) in the Development of Mobile-Based E-Commerce Application

Analisis Efektivitas GAN dalam Meningkatkan Akurasi Deteksi Tuna Rungu dengan Menggunakan Data Audio dan Visual Analysis of GAN Effectiveness in Improving Hearing Impaired Detection Accuracy Using Audio and Visual Data

Pengembangan Sistem Informasi Pendataan Warga Dasawisma Berbasis Web Framework Development of Dasawisma Citizen Data Collection Information System Based on Web Framework

Implementasi Logika Fuzzy Tsukamoto untuk Optimasi Jumlah Produksi Es Batu Kemasan Implementation of Fuzzy Logic Tsukamoto to Optimize the Quantity of Packaged Ice Cube Production

Pengembangan Aplikasi Document Management System Lembaga Pemasyarakatan Kelas IIA Banceuy Menggunakan Pemodelan Object Oriented Analysis and Design Development of Document Management System Application for Class IIA Banceuy Correctional Institution Using Modeling Object Oriented Analysis and Design

Optimalisasi Sistem Antrian Online pada Pelayanan Kesehatan Posyandu Menggunakan Metode Prototype dengan Integrasi FIFO Optimization of Online Queuing System in Posyandu Health Services Using Prototype Method with FIFO Integration

Implementasi Metode Rule Based dalam Mendeteksi Serangan Brute Force pada Owncloud Implementation of Rule Based Method in Detecting Brute Force Attacks on Owncloud

Implementasi Algoritma K-Means untuk Mengetahui Minat Siswa SMA Terhadap Mata Pelajaran Teknologi Informasi dan Komunikasi Implementation of K-Means Algorithm to Determine the Interest of High School Students in Information Technology Subjects and Communication

Analisis Penerimaan dan Penggunaan Teknologi UTAUT3 dalam Layanan Musik Digital An Analysis of UTAUT3 Technology Acceptance and Use in Digital Music Services

Pengembangan Aplikasi Kasir Menggunakan User Centered Design (UCD) Berbasis Mobile Development of Cashier Applications Using Mobile-Based User Centered Design (UCD)

Implementasi Teknologi Irigasi Tetes pada Tanaman Jagung Menggunakan Sensor Soil Moisture dan Mikrokontroler Esp 32 Technology Implementation Drip Irrigation on Plants Corn Uses Soil Moisture Sensor and Esp 32 microcontroller

Analisis Pengembangan Aplikasi Darurat Berbasis Mobile Web dengan Pendekatan Next.js Technology Analysis of Mobile Web-based Emergency Application Development with Next.js Technology Approach

Analisa Pengembangan Aplikasi Manajemen Event pada Event Organizer Menggunakan Model Rapid Application Development Analysis of Event Management Application Development at Event Organizer Using Rapid Application Development Model

Analisis Sentimen Publik terhadap Mayor Teddy Indra Wijaya dengan Pendekatan Logistic Regression Public Sentiment Analysis towards Mayor Teddy Indra Wijaya with Logistic Regression Approach

Keamanan Arsip Kelurahan Bumijo Menggunakan Metode Advanced Encryption Standard (Aes 128) Berbasis Web Security of Bumijo Village Archives Using Advanced Encryption Standard (AES-128) Method Based on Web

Evaluasi Perbandingan Sistem Operasi Linux untuk Pemanfaatan Client-Server: Studi Kasus Ubuntu dan Debian

Implementasi Algoritma Sequential Search dalam Pencarian Data Cuti pada Aplikasi Cuti Pegawai berbasis Web Implementation of Sequential Search Algorithm in Leave Data Search on a Web-Based Employee Leave Applications

Optimasi Penggunaan Energi Listrik Bagi Pelanggan Rumah Tangga Berbasis Machine Learning dan Internet of Things Optimization of Electric Energy Usage for Household Customers Based on Machine Learning and Internet of Things

Optimalisasi Pelaporan Bencana Melalui Pengembangan Aplikasi Metode User Centered Design Berbasis Android Optimizing Disaster Reporting through Android-based User Centered Design Method Application Development

Three-Phase Space Vector Pulse Width Modulation with Proportional Integral Derivative Control for High-Capacity Battery Charging

Implementasi Metode Rapid Application Development (RAD) untuk Aplikasi Pemesanan Es Krim Berbasis Mobile Android Implementation of Rapid Application Development (RAD) Method for Android Mobile-Based Ice Cream Ordering Application