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. 4 No. 4 (2024): MALCOM October 2024

Author Afiliation (Vol. 4 No. 4 October 2024):

Full Paper will be published on May 01st - July 30th, 2024

Published: 2024-07-31

Articles

Analisis Sentimen Masyarakat Mengenai Gerakan Childfree di Media Sosial X Menggunakan Algoritma NBC dan SVM Sentiment Analysis of Childfree Campaign on X Social Media Using NBC and SVM Algorithms

Moh Azlan Shah Putra, Inggih Permana, Mustakim Mustakim, M. Afdal

1189-1198
- PDF
Abstract View: 340,
Analisis Kepuasan Pengguna Aplikasi Maxim dengan Menggunakan Model End-User Computing Satisfaction (EUCS) User Satisfaction Analysis of the Maxim Application using Model End User Computing Satisfaction (EUCS)

Yolangga Yolangga, Dinna Yunika Hardiyanti

1199-1208
- PDF
Abstract View: 503,
Prediksi Jumlah Pendaftar Jemaah Umrah Menggunakan Backpropagation dan Regresi Linear pada PT. Hajar Aswad Mubaroq Prediction of the Registrant Umrah Congregation using Backpropagation and Linear Regression at PT. Hajar Aswad Mubaroq

M. Hayatul Fikri, Inggih Permana, Mediantiwi Rahmawita Mundzir, Megawati Megawati

1209-1217
- PDF
Abstract View: 150,
Analisis Komparasi Performa Metode Deteksi Tepi Sebagai Predektor Diabetes Berbasis Citra Lidah Comparative Analysis of the Performance of Edge Detection Methods as a Diabetes Predictor Based on Tongue Imagery

Enos Nikodemus Olam, Agustinus Rudatyo Himamunanto, Haeni Budiati

1218-1223
- PDF
Abstract View: 119,
Perbandingan Performa Algoritma RNN dan LSTM dalam Prediksi Jumlah Jamaah Umrah pada PT. Hajar Aswad Comparison of RNN and LSTM Algorithm Performance in Predicting the Number of Umrah Pilgrims at PT. Hajar Aswad

Razanul Al Kiramy, Inggih Permana, Arif Marsal, Medyantiwi Rahmawita Munzir, Megawati Megawati

1224-1234
- PDF
Abstract View: 259,
Perbandingan Kinerja Model Berbasis RNN pada Peramalan Data Ekonomi dan Keuangan Indonesia Performance Comparison of RNN-Based Models in Forecasting Indonesian Economic and Financial Data

Cahya Alkahfi, Anang Kurnia, Asep Saefuddin

1235-1243
- PDF
Abstract View: 171,
Implementasi Algoritma Support Vector Machine Untuk Analisa Sentimen Data Ulasan Aplikasi Pinjaman Online di Google Play Store Implementation of Support Vector Machine Algorithm for Sentiment Analysis of Online Loan Application Review Data on Google Play Store

Muhammad Iqbal, M Afdal, Rice Novita

1244-1252
- PDF
Abstract View: 323,
Klasifikasi Penyakit Cacar Monyet Menggunakan Support Vector Machine (SVM) Classification of Monkeypox Disease Using Support Vector Machine (SVM)

Rohmatullah Sony Wijaya, Arie Qur’ania, Irma Anggraeni

1253-1260
- PDF
Abstract View: 546,
Effective Social Media Content Strategy to Enhance Brand Loyalty in Technology Businesses

Sutrisno Sutrisno, Abu Muna Almaududi Ausat, Lili Fadli Muhamad

1261-1266
- PDF
Abstract View: 75,
Exploring the Role of ChatGPT in Shaping an Innovative Organizational Culture, Responsiveness to Change, and Enhancing Human Resource Development

Silvy Sondari Gadzali

1267-1274
- PDF
Abstract View: 120,
Penerapan Algoritma Apriori untuk Penentuan Pola Pembelian Kacamata pada Optik Indah Optikal Application of an Apriori Algorithm to Determine Eyeglass Purchasing Patterns at Optik Indah Optik

Hafidh Dwika Oktory, T. Yudi Hadiwandra

1275-1281
- PDF
Abstract View: 107,
Analisis Kepuasan SI-BTM Menggunakan Metode Technology Acceptance Model (TAM) SI-BTM Satisfaction Analysis Using the Technology Acceptance Model (TAM) Method

Aulia Medina, Emy L. Tatuhey, Rahmat H. Kiswanto

1282-1289
- PDF
Abstract View: 771,
Sistem Pakar Diagnosa Penyakit Lambung Menggunakan Metode Certainty Factor Berbasis Web Expert System for Diagnosis of Gastric Diseases Using Web-Based Employment Factors Method

Hilda Amalia Febriani, Dhina Puspasari Wijaya, Andri Pramuntadi, Wahit Desta Prastowo

1290-1300
- PDF
Abstract View: 218,
Measuring Information Security Awareness Level of High School Students

Dimas Agung Perkasa, Bambang Setiawan

1301-1308
- PDF
Abstract View: 105,
Content Classification of the Official Website of the Ministry of Foreign Affairs of the Republic of Indonesia (MoFA RI) using Vector Space Model (VSM)

Prima Bintang Bahtera, Deni Sutendi Kartawijaya

1309-1319
- PDF
Abstract View: 35,
Predictive Model Comparison for Predicting Condom Use: Comparison of Conventional Logistic Regression and Other Machine Learning

Fadhaa Aditya Kautsar Murti

1320-1329
- PDF
Abstract View: 89,
Analysis of Measuring Information Security Awareness for Employees at Institution XYZ

Rachmat Bayu Permadi, Kalamullah Ramli

1330-1338
- PDF
Abstract View: 96,
Noise Study on the OH1 Wearable Device: Analysis of 11 Hand Movement Artifacts

Rizqi Ramadhan, Izzat Aulia Akbar

1339-1345
- PDF
Abstract View: 33,
Perbandingan Algoritma DBSCAN dan K-MEANS dalam Segmentasi Pelanggan Pengguna Transportasi Publik Transjakarta Menggunakan Metode RFM Comparison of the DBSCAN and K-MEANS Algorithms in Segmenting Customers Using Public Transportation of Transjakarta Using the RFM Method

Aditiya Saputra, Raka Yusuf

1346-1361
- PDF
Abstract View: 304,
Sistem Pakar Diagnosa Penyakit Degeneratif pada Lansia Menggunakan Metode Forward Chaining Expert System for Diagnosing Degenerative Diseases in The Elderly Using The Forward Chaining Method

Virginia Apriliani Teruko Wainggai, Jim Lahallo, Nourman S. Irjanto

1362-1371
- PDF
Abstract View: 150,
Analisis Prediksi Customer Repeat Order menggunakan Algoritma Decision Tree pada Perusahaan Transportasi Analysis of Customer Repeat Order Prediction using Decision Tree Algorithm in Transportation Company

Imam Syafii, Ahmad Aufar Ribhi, Liya Yuni Astutik, Graceilla Kristia Seraphim Budiono, Alberta Silvia Pamela

1372-1378
- PDF
Abstract View: 221,
Perbandingan Algoritma K-Means, Naïve Bayes dan Decision Tree Dalam Memprediksi Penjualan Bahan Bakar Minyak The Comparison of K-Means, Naïve Bayes and Decision Tree Algorithm in Predicting Fuel Oil Sales

Usman Arfan, Novita Paraga

1379-1389
- PDF
Abstract View: 254,
Design and Analysis of Cybersecurity Information Sharing Mechanism Between Computer Security Incident Response Teams (CSIRT) in Indonesia on Blockchain Technology Through Hyperledger Composer and Interplanetary File System (IPFS)

Fajar Hariyanto, Kalamullah Ramli

1390-1402
- PDF
Abstract View: 48,
Optimasi Decision Tree Menggunakan Particle Swarm Optimization (PSO) pada Risiko Kredit KMG Bank DKI Optimization of Decision Tree Using Particle Swarm Optimization (PSO) for Credit Risk of KMG Bank DKI

Jwasky Budy Eswa Putry, Ananto Tri Sasongko, Wahyu Hadikristanto

1403-1410
- PDF
Abstract View: 140,
Analisis Sentimen Terhadap Cyber Bullying di X Menggunakan Algoritma Naïve Bayes Sentiment Analyst of Cyber Bullying in X Using Naïve Bayes Algorithm

Ibnu Soffi Arfan, Sifa Fauziah, Ismasari Nawangsih

1411-1419
- PDF
Abstract View: 417,
Analisis Sentimen Terhadap Program Kartu Indonesia Pintar Kuliah pada Media Sosial X Menggunakan Algoritma Naive Bayes Sentiment Analysis of the Indonesian Smart College Card Program on Social Media X Using the Naive Bayes Algorithm

Diky Pramudita, Yuma Akbar, Tri Wahyudi

1420-1430
- PDF
Abstract View: 455,
Simulasi Pemilu untuk Pemilih Pemula Berbasis Mixed Reality Election Simulation for Beginner Voters Based on Mixed Reality

Falah Dwihandoyo, Valezka Eugenie, Fat'hah Noor Prawita

1431-1439
- PDF
Abstract View: 110,
Perencanaan Arsitektur Enterprise Menggunakan TOGAF Architecture Development Method Enterprise Architecture Planning Using the TOGAF Architecture Development Method

Rahma Hanum

1440-1447
- PDF
Abstract View: 273,
Prediksi Jasa Pengiriman Barang Top Trend Logistik Menggunakan Algoritma Regresi Linear pada PT. XNH Prediction of Top Trend Logistics Goods Delivery Services Using Linear Regression Algorithm at PT. XNH

Nurhikmah Hidayat, Tri Wahyudi

1448-1455
- PDF
Abstract View: 107,
Sistem Monitoring Server di PT. XYZ Media Indonesia Berbasis Grafana dan Prometheus Server Monitoring System at PT. XYZ Media Indonesia Based on Grafana and Prometheus

Banu Rasyidi, Firman Pratama

1456-1465
- PDF
Abstract View: 110,
Penerapan Algoritma K-Nearest Neighbor untuk Prediksi Penjualan Produk Digital Application of the K-Nearest Neighbor Algorithm for Predicting Digital Product Sales

Bayu Susilo, Nur Ariesanto Ramdhan, Otong Saeful Bachri

1466-1476
- PDF
Abstract View: 160,
Penerapan Teknologi RFID dalam Pengelolaan Parkir Otomatis untuk Peningkatan Kenyamanan Pengguna Parkir Application of RFID Technology in Automatic Parking Management to Enhance User Comfort in Parking

Ananda Asmoro Dewa, S. Samsugi, Styawati Styawati

1477-1484
- PDF
Abstract View: 102,
Penerapan Algoritma Decesion Tree C4.5 untuk Memprediksi Tingkat Kelangsungan Hidup Pasien Kanker Tiroid The Application of C4.5 Decision Tree Algorithm for Predicting the Survival Rate of Thyroid Cancer Patients

Adinda Dwi Putri, Fitriana Sholekhah, Eric Dadynata, Lusiana Efrizoni, Rahmaddeni Rahmaddeni, Nur Sapina

1485-1495
- PDF
Abstract View: 151,
Implementasi Virtual Private Network MenggunakanLayer 2 Tunneling Protocol Berbasis Mikrotik Virtual Private Network Implementation Using Mikrotik Based Layer 2 Tunneling Protocol

Linna Oktaviana Sari, Helena Helena

1496-1504
- PDF
Abstract View: 54,
Model Pengambilan Keputusan Seleksi Jabatan Dekan dengan Metode Weighted Performance Indicator Berdasarkan Opini Responden Decision-Making Model for Dean Position Selection Using the Weighted Performance Indicator Method Based on Respondent Opinions

Agustina Heryati, Fauziah Afriyani, Mulyati Mulyati, Indah Pratiwi Putri, Suryati Suryati

1505-1514
- PDF
Abstract View: 45,
Implementasi Algoritma Haversine pada Mapbox API Guna Pencarian Bengkel Terdekat Berbasis Perangkat Mobile Implementation of Haversine Algorithm on Mapbox API for Searching Nearest Workshop Based on Mobile Devices

Sushilo Prasetyo, Umar Zaky

1515-1524
- PDF
Abstract View: 91,
Klasifikasi Kelayakan Peminjaman Nasabah Menggunakan Algoritma K-Nearest Neighbor (K-NN) Classification of Customer Loan Eligibility Using The K-Nearest Neighbor (K-NN) Algorithm

Ainun Mardiah Hasibuan, Sriani Sriani

1525-1532
- PDF
Abstract View: 55,
Spam Detection in YouTube Comments Using Deep Learning Models: A Comparative Study of MLP, CNN, LSTM, BiLSTM, GRU, and Attention Mechanisms

Gregorius Airlangga

1533-1538
- PDF
Abstract View: 28,
Analisis Sentimen Terhadap Kinerja Program Walikota Medan pada Media Sosial X Menggunakan Support Vector Machine Sentiment Analysis of The Performance of Medan Mayor Program on Social Media X Using Support Vector Machine

Desliana Sari, Rakhmat Kurniawan

1539-1548
- PDF
Abstract View: 66,
Perancangan Alat Ukur Emisi Carbon Monoxide Berdasarkan Jenis Bahan Bakar Minyak Honda Vario 150 di Universitas Semarang Design of Carbon Monoxide Emission Measurement Tool Based on Honda Vario 150 Fuel Type at Semarang University

Ahmad Yahya, Muhammad Amirul Islah, Whisnumurti Adhiwibowo

1549-1560
- PDF
Abstract View: 103,
Predicting Student Performance Using Deep Learning Models: A Comparative Study of MLP, CNN, BiLSTM, and LSTM with Attention

Gregorius Airlangga

1561-1567
- PDF
Abstract View: 33,
Pengelompokan Data Penyakit THT Menggunakan Algoritma K-Means Clustering Grouping of ENT Disease Data Using K-Means Clustering Algorithm

Minta Ito Hutagalung, Sriani Sriani

1568-1577
- PDF
Abstract View: 105,
Analisis Sentimen pada Ulasan Aplikasi Sirekap di Google Play Menggunakan Algoritma Naive Bayes Sentiment Analysis on Sirekap App Reviews on Google Play Using Naive Bayes Algorithm

Muhammad Rizky Hanafi, Rakhmat Kurniawan R

1578-1586
- PDF
Abstract View: 133,
Analisis Pengembangan Aplikasi Pemesanan Kendaraan dan Paket Wisata Provinsi Yogyakarta Menggunakan Metode Agile Devlopment Analysis Development of Vehicle Ordering Applications and Tour Packages for Yogyakarta Province Using Methode Agile Devlopment

Nur Ilham Syah, Arief Hermawan

1587-1595
- PDF
Abstract View: 92,
Analisis X Sebagai Platform Media Sosial Terhadap Experience Pengguna Menggunakan Metode User Experience Questionnaire Analysis of X as a Social Media Platform for User Experience Using the User Experience Questionnaire Method

Yordan Ferdianto, Ariya D Cahyono

1596-1605
Abstract View: 35,

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