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

Accreditation Policy and Journal Accreditation Information

2024-12-20

In response to Letters No. 0200/E5/DT.05.00/2024 dated 26 February 2024 and No. Manual.301/E5/DT.05.02/2024 dated 6 August 2024 regarding the acceptance of Scientific journal accreditation proposals, we hereby inform you that journal proposals that have passed the administration and are in the assessment process will continue the assessment process until the assessment results are announced.

Related to this, we convey that based on the Regulation of the Minister of Research, Technology and Higher Education Number 9 of 2018 article [Pasal] 7 paragraph [Ayat] (2) reads that in the event that the Ministry has not issued Accreditation based on the re-accreditation application as referred to in paragraph [Ayat] (1), the previous scientific Journal Accreditation results remain valid. Therefore, we convey that journals that have passed the evaluation desk and are in the assessment process, the previous Accreditation Rating is declared valid until the latest accreditation results have been announced.

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

1-9
- PDF
Abstract View: 405,
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

10-25
- PDF
Abstract View: 278,
Klasifikasi Seleksi Penerimaan Karyawan Baru Menggunakan Algoritma C4.5 Classification of New Employee Selection Using the C4.5 Algorithm

Descania Mayangsari, Tri Wahyudi

26-34
- PDF
Abstract View: 80,
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

35-40
- PDF
Abstract View: 85,
Designing an ICT Service Chatbot at the Global Institute

Annis Firgiawan, Hasan Asy'ari, Fredy Susanto, Eka Uliyanti Putri Br. Bangun

41-47
- PDF
Abstract View: 55,
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

48-56
- PDF
Abstract View: 101,
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

57-66
- PDF
Abstract View: 77,
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

67-74
- PDF
Abstract View: 145,
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

75-83
- PDF
Abstract View: 59,
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

84-92
- PDF
Abstract View: 92,
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

93-100
- PDF
Abstract View: 80,
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

101-110
- PDF
Abstract View: 61,
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

111-118
- PDF
Abstract View: 167,
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

119-129
- PDF
Abstract View: 199,
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

130-140
- PDF
Abstract View: 118,
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

141-149
- PDF
Abstract View: 59,
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

150-158
- PDF
Abstract View: 93,
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

159-167
- PDF
Abstract View: 85,
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

168-174
- PDF
Abstract View: 60,
Analisis Penerimaan dan Penggunaan Teknologi UTAUT3 dalam Layanan Musik Digital An Analysis of UTAUT3 Technology Acceptance and Use in Digital Music Services

Dwi Nurhayati

175-189
- PDF
Abstract View: 141,
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

190-197
- PDF
Abstract View: 172,
Implementasi Algoritma Sequential Search dalam Pencarian Data Cuti pada Aplikasi Cuti Pegawai Implementation of Sequential Search Algorithm in Leave Data Search on a Employee Leave Applications

Widyawati Tri Ridha Ridwan, Sunardi Sunardi, Samsu Alam

198-206
- PDF
Abstract View: 104,
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

207-215
- PDF
Abstract View: 90,
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

216-221
- PDF
Abstract View: 96,
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

222-231
- PDF
Abstract View: 81,
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

232-241
- PDF
Abstract View: 24,
Evaluasi Perbandingan Sistem Operasi Linux untuk Pemanfaatan Client-Server: Studi Kasus Ubuntu dan Debian

Dayu Ovtama Nasrulah, Abdee Wahyu Hertaliando, Rahmat Tullah, Ferawati Ferawati

242-248
- PDF
Abstract View: 85,
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

249-257
- PDF
Abstract View: 49,
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

258-264
- PDF
Abstract View: 19,
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

265-272
- PDF
Abstract View: 54,
Optimalisasi Pelayanan Pasien Melalui Aplikasi Antrian Berbasis Mobile Mengunakan Metode Agile Optimalisasi Pelayanan Pasien Melalui Aplikasi Antrian Berbasis Mobile Mengunakan Metode Agile

Dimas Bintang Himawan, Ikrimach Ikrimach

273-282
- PDF
Abstract View: 27,
Implementation of Rapid Application Development (RAD) Method for Mobile-Based Ice Cream Ordering Application

Ashroff Fazri Bahari, Arif Pramudwiatmoko

283-291
- PDF
Abstract View: 29,
Pengembangan Sistem Informasi Pendataan Warga Dasawisma Berbasis Web Framework Development of Dasawisma Citizen Data Collection Information System Based on Web Framework

Reisye Remagari Hidayatullah, Faisal Amir, Fadhilah Oriyasmi, Fadli Fadilillah, Rajimar Suhal Hasibuan

292-300
- PDF
Abstract View: 67,
Klasifikasi Jenis Jerawat Berdasarkan Convolutional Neural Network Classification of Acne Type Based on Convolutional Neural Network

Aulia Rizqi Andini, Imam Yuadi, Imam Yuadi
Abstract View: 31,
Implementasi Metode Prototyping untuk Aplikasi Ujian Online Berbasis Android Menggunakan Firebase Implementation of Prototyping Method for Online Exam Application Based on Android Using Firebase

Abdul Basith Mabruri, Fadil Indra Sanjaya
Abstract View: 8,
Penerapan Algoritma Apriori dalam Menentukan Rekomendasi Paket Produk Implementation of Apriori Algorithm for Product Bundle Recommendations

Nur Aria Hibnastiar, Ahmad Fahrudi Setiawan, Eko Heri Susanto
Abstract View: 30,
Rancang Bangun Sistem Informasi Menggunakan Metode Enterprise Resource Planning (ERP) Information System Design Using Enterprise Resource Planning (ERP) Method

Duwi Anjar Ari Wibowo, Eko Aribowo
Abstract View: 22,
Implementasi Sensor Gas Amonia Berbasis Internet of Things pada Peternakan Ayam Potong dengan Sistem Monitoring dan Pengendalian Kualitas Udara Otomatis Implementation of Internet of Things-Based Ammonia Gas Sensors on Broiler Chicken Farms with an Automatic Air Quality Monitoring and Control System

Aditia Budiawan, Ryan Randy Suryono, Dedi Darwis
Abstract View: 48,
Analisis Sentimen Publik terhadap Program Tabungan Perumahan Rakyat Menggunakan Model IndoBERT Lite pada Komentar YouTube Public Sentiment Analysis of the Public Housing Savings Program Using the IndoBERT Lite Model on YouTube Comments

Mutiara Puspita Firdaus, Dedi Trisnawarman
Abstract View: 21,
Optimalisasi Pemilihan Pelanggan Utama Berbasis Web Menggunakan Metode Multi Attribute Utility Theory Multi-Attribute Utility Theory-Based Web Application for Prioritizing Customers

Nining Ariati, Suryati Suryati, Muhammad Ariq Ikram
Abstract View: 7,
Implementasi Algoritma K-Means untuk Pengelompokan Data Penjualan Berdasarkan Pola Penjualan Implementation of K-Means Algorithm for Clustering Sales Data Based on Sales Patterns

Arfigo Yahya, Rakhmat Kurniawan
Abstract View: 16,

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