Vol. 13 No. 1 (2024): The Indonesian Journal of Computer Science

View Vol. 13 No. 1 (2024): The Indonesian Journal of Computer Science

The Indonesian Journal of Computer Science (IJCS) Volume 13 Number 1 (2024) edition consists of papers written by authors from 9 countries: Greece, Indonesia, Iraq, Malaysia, Pakistan, Saudi Arabia, South Africa, Sri Lanka, and United Arab Emirates.

DOI: https://doi.org/10.33022/ijcs.v13i1

Published: 29-02-2024

English Articles

Promoting Scientific Research: rNFT and DeSci Conjunction

Dmitry Mikhaylov, Abdulla Shafeeg, Ilman Shazhaev, Arbi Tularov
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Lung Segmentation from Chest X-Ray Images Using Deeplabv3plus-Based CNN Model

Dathar Hasan, Dr. Adnan Mohsin Abdulazeez
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Behavioral Discrimination in Chicken Flocks: A Camera-Based Movement Analysis for Distinguishing Normal and Scared Behaviors

Piko Permata Ilham Prasetyo, Wahjoe Tjatur Sesulihatien, Ali Ridho Barakbah
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Facial Beauty Standards Predictions Based on Machine Learning: A Comparative Analysis

Bareen Haval Sadiq, Adnan M. Abdulazeez
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Issues and Strategies of Agile Methodology Adoption in Remote Working Environment: A Systematic Literature Review

Chairina Marsya, Teguh Raharjo
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Classification of Cancer Microarray Data Based on Deep Learning: A Review

Jawaher Fadhil, Adnan Mohsin Abdulazeez
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QR Code-Based Smart Document Implementation Using Distributed Database And Digital Signature

Waqas Ayub, Idris Winarno, Amang Sudarsono
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Bitcoin Price Prediction Using Hybrid LSTM-GRU Models

Nashwan Hussein, Adnan Mohsin Abdulazeez
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Machine Learning on Opinion Mining of Netizen's Hate Speech

Mutiana Pratiwi, Rima Liana Gema
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OCT Images Diagnosis Based on Deep Learning – A Review

Abdo Abdi, Adnan Mohsin Abdulazeez
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Implementation of the VIKOR Method and Analytical Hierarchy Process (AHP) in Prioritizing the Recipients of Uninhabitable House Assistance Funds (RTLH)”

Shary Armonitha, Nugraha Rahmansyah
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Facial Beauty Prediction Based on Deep Learning: A Review

Wahab Arabo, Adnan Mohsin Abdulazeez
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Analysis and Design of Web-based Internal Office Memo (IOM) Management System

Okta Veza, Larisang Larisang, Albertus Laurensius Setyabudhi, Nofri Yudi Arifin, Doni Syofiawan, Hisar Gusdian Martino
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Facial Expression Recognition Based on Deep Learning: A Review

Khalid Ibrahim Khalaf Jajan, Prof. Dr. Eng. Adnan Mohsin Abdulazeez
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Enhancing Banking Sector Performance: Assessing IT Capabilities with COBIT 2019 Framework Analysis

Melissa Indah Fianty
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Credit Card Fraud Detection using KNN, Random Forest and Logistic Regression Algorithms : A Comparative Analysis

Vaman Ashqi Saeed, Adnan Mohsin Abdulazeez
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Data Mining Implementation in Admission of New Students Using Zone Systems

Hikmat Nurhidayat, Hariyanto, Chirstina Juliane
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Comprehensive Classification of Iris Flower Species: A Machine Learning Approach

Renas Rajab Asaad, Adnan M. Abdulazeez
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Classification of flood disaster level news articles using Machine Learning

Rahmad Santosa, Arna Fariza, Firman Arifin
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Comprehensive Classification of Fetal Health Using Cardiotocogram Data Based on Machine Learning

Ahmed Alkurdi, Dr. Adnan M. Abdulazeez
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The Influence of Optimization of the k-Means Algorithm with Genetic Algorithm on the Results of High Dimension Data Clustering

Yulinda Ramadhana, Muhammad Ihsan Jambak
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Combining Bi-LSTM And Word2vec Embedding For Sentiment Analysis Models Of Application User Reviews

Verra Budhi Lestari, Ema Utami, Hanafi
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Capabilities Comparison Of The Augmented Reality Application Development Frameworks On The Android Platform

Mifta Aprilya Suryani, Muhammad Ihsan Jambak, Pacu Putra
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Human Gait Recognition Based on Deep Learning: A Review

Diler Atrushi, Adnan Mohsin Abdulazeez
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Leveraging of Gradient Boosting Algorithm in Misuse Intrusion Detection using KDD Cup 99 Dataset

Sulaiman Muhammed Sulaiman , Adnan Mohsin Abdulazeez
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Optimizing E-Commerce in Indonesia: Ensemble Learning for Predicting Potential Buyers

Faiz Nur Fitrah Insani, Denny
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Twitter Sentiment Analysis of Public Space Opinions using SVM and TF-IDF Methods

Ulya Ilhami Arsyah, Mutiana Pratiwi, Abulwafa Muhammad
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A Hybrid Bird Mating Optimizer for Welded Beam Design Optimization Problem Design Optimization

Ali Hikmat Ibrahem, Adnan Mohsin Abdulazeez
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Comparative Analysis of Machine Learning and Deep Learning Models for Bitcoin Price Prediction

Omar Ahmed Al-Zakhali, Adnan M. Abdulazeez
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Image Denoising Techniques Using Unsupervised Machine Learning and Deep Learning Algorithms: A Review

Barwar Ferzo, Adnan Mohsin Abdulazeez
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Optimizing Hospitality Choices: A Forward Chaining and Certainty Factor-Based Expert System for Recommending 4-Star Hotels in Batam City

Deosa Putra Caniago, Devid Trinaldo Simatupang, Okki Kurnia, Reski Septiana, M. Y. Meinadia Sekar
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Classification of Diabetic Retinopathy Images through Deep Learning Models - Color Channel Approach: A Review

Sardar Salih, Adnan Mohsin Abdulazeez
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Enhancing IT Hybrid Projects in The Directorate General Of Customs And Excise of Indonesia: An Improvement Process

Tito Febrian Nugraha, Teguh Raharjo, Wahyu Setiawan Wibowo, Bob Hardian Syahnuddin
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An Integrated Gesture Framework of Smart Entry Based on Arduino and Random Forest Classifier

Saman M. Almufti, Adnan Mohsin Abdulazeez
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Predictions of Early Hospitalization of Diabetes Patients Based on Deep Learning: A Review Machine Learning

Chiai Al-Atroshi, Adnan Mohsin Abdulazeez
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A Systematic Review of Risk Management Tools and Techniques in Software Projects

Fadhli Luthfiansyah, Aji Prasetyo, Teguh Raharjo
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Developing Digital Interactive Exploration of Historical Places with Blending BIM and Virtual Reality

Ketut Tomy Suhari, Hery Purwanto, Ratri Andinisari
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Usability Evaluation and Solution Design Improvement of OCTO Friends as Banking Referral Application

Aisyah Nurlita Utami, Harry Budi Santoso
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Effectiveness of Digital Transformation in Data Warehouse Technology

Siti Rohajawati
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A Review to Smart Grids

Konstantinos Bezas, Marios Tsiridis, Foteini Filippidou
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Identifying Key Factors Shaping New Users' Intentions in Mobile Investment Applications

Abdul Haris
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UTAPIS Indonesian Word Error Detection Application: Design and Development

Rudi Sutomo, Niknik Mediyawati
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Modeling of Wind Power Generation in Tegal Region using Matlab Simulink

Fahmy Saputri, Sarah Delana Wijaya
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Evaluations of Large Language Models a Bibliometric analysis

Sello Prince sekwatlakwatla, Vusumuzi Malele
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Implementation of Octalysis-Based Gamification Method Cross-Platform For Design of Time Management Application

Kurnia Christopher, Fenina Adline Twince Tobing
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High-Level Defence Model against Routing Attacks on the Internet-of-Things

Lanka Chris Sejaphala, Vusi Malele, Francis Lugayizi
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Safety Belt Product Quality Analysis to Analyze The Number of Defects Using The Seven Tools Method at PT. XYZ

Aldino Rafly Rahma Dana, Dwi.Sukma Donoriyanto
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Sales Analysis on Garment Industry with Datawarehouse and ETL Implementation on Star Schema

Dasmond Tan, Jansen Wiratama, Santo Fernandi Wijaya
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Lean Manufacturing Analysis to Minimize Waste on The Production Process

Yobel Silambi, Rus Indiyanto
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Beyond the Classroom: The Potential of Project-Based Learning and YouTube in Fostering Learning Engagement and Creativity in Digital Learning

Elviza Yeni Putri, Rahmi Oktarina, Adam Rasyid Sidiqi, Indra Saputra
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A Literature Review on Access Control in Networking Employing Blockchain

Patikiri Arachchige Don Shehan Nilmantha Wijesekara
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Implementation of Lean Warehouse to Improve the Performance of Warehouse Activities at PT. ABC

Mohammad Nachrul Ilmi, Endang Pudji W, Yekti Condro Winursito
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Development of Buy The Best: A Consolidated Shopping Experience

Mobeen Nazar, Ayesha Anees Zaveri, Abdul Waqas, Rimsha Naeem, Ramsha Mashood, Naveera Sami, Nabiha Faisal

Artikel Bahasa Indonesia

Deteksi Objek pada Pengambil Muatan Autonomous VTOL berdasarkan Fitur Warna dan Bentuk

Niam Tamami, Mochamad Mobed Bachtiar, Mohammad Syafrudin, Eru Puspita
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Penerapan Fuzzy Logic Untuk Menentukan Laba Penjualan Laptop di PT. XYZ

Muhammad Jufri
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Pemanfaatan Analisis Sentimen Terhadap Kasus Bunuh Diri Mahasiswa Menggunakan Naïve Bayes Classifier

Ainnur Rafli, Kusnawi Kusnawi
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Analisis Sentimen Terhadap Cyberbullying Pada Komentar Di Instagram Menggunakan Algoritma Naïve Bayes

Fauzan Baehaqi, Nuri Cahyono
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Analisis Kinerja Algoritme WRR dengan WLC pada Load Balancing Nginx

Rama Baeturohman, Banu Santoso
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Revitalisasi Pembelajaran Hukum Newton melalui Augmented Reality pada Aplikasi NewtonAR dengan Metode MDLC

Vicky Hermansyah, Afifah Nur Aini, Agus Purwanto
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Optimalisasi Metode Naive Bayes Classifier Untuk Prediksi Persetujuan Kredit

Achmad Syakur; Rendri Purwandi Putra, Christina Juliane
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Prediksi Tingkat Angkatan Kerja Terhadap Pengangguran Terbuka Di Semarang Menggunakan Regresi Linier

Febrilia Febrilia Hayyu Pradaningrum, Ferian Fauzi Abdulloh
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Simulasi Algoritma Apriori dan FP-Growth Dalam Menentukan Rekomendasi Kodefikasi Barang Pada Transaksi Persediaan

Purwita Sari, Lucky Indra Kesuma, Ahmad Fali Oklilas, M. Ali Buchari
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Penggunaan Teknologi Natural Language Processing dalam Sistem Chatbot untuk Peningkatan Layanan Informasi Administrasi Publik

Mukhamad Abid Nadzif, Saefurrohman, R. Soelistijadi
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Prediksi Jumlah Penerimaan Mahasiswa Baru Dengan Metode Linear Regression dan Exponential Smoothing

Luthfi Mawardi, Umar Alfaruq; Gandung Triyono
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Sistem Pakar Diagnosa Organisme Pengganggu Tanaman (OPT) Semangka Menggunakan Metode Fuzzy Tsukamoto

Wistu Ari Wibowo, Anik Vega Vitianingsih, Yudi Kristyawan, Slamet Kacung
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Klasifikasi Gambar Burung Konservasi di Wilayah Papua Barat Menggunakan Transfer Learning

Muh. Falach Achsan Yusuf
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Komparasi Algoritma K-Nearest Neighbors dan Naïve Bayes dalam Klasifikasi Penyakit Diabetes Gestasional

Annisa Khoirala Ermy Pily, Oktavianda, Fanesa Aprilia, Rahmaddeni, Lusiana Efrizoni
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Pengembangan Sistem Informasi Kesesuaian Lahan Tanaman Pangan Berdasarkan Faktor Cuaca Berbasis Website

Putri Utami, Asrul Abdullah, Sahid Agustian Hudjimartsu, Aditya Wicaksono, Tiara Aurilia Viona
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Systematic Literature Review dengan Mengidentifikasi Software serta Metode Pengembangan Augmented Reality

Caraka Aji Pranata, Fairul, Akbar
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Analisis Tweet Politik-Keagamaan pada Hasil Pemilihan Presiden Indonesia tahun 2014 dan 2019: Sebuah Studi Eksploratif

Poppy Dalama Zain, Taufik Edy Sutanto, Muhaza Liebenlito
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Perancangan Antarmuka Aplikasi Edukasi Bisnis dengan Pendekatan Design Thinking

Myeisha Humaira Fauziah, Rian Andrian, Liptia Venica
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Implementasi Algoritma Raycasting Pada Game Psikologi Horor

Fauzan Al Irsyadul Ikhbaad, Haryoko, Bernadhed, Muhammad Fairul Filza
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Perancangan Aplikasi Rekapan Bukti Pembayaran Uang Sekolah Berbasis Mobile

Fajar Arifandi, Mardainis, Hadi Asnal, Fransiskus Zoromi
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Perancangan Aplikasi Website Sistem Informasi Alumni Menggunakan PHPRad

Shelya Putri Nurhaliza Abdillah, Suprih Widodo
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Implementasi Algoritma EfficientDet-D0 dan SSD-MobileNet-V2 FPNLite untuk Sistem Deteksi Gulma

Nailul Muna, Norma Ningsih, Nanang Syahroni, Abd. Malik Syamlan, Vina Larasati, Karimatun Nisa’
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Penerapan Metode Support Vector Machine Untuk Analisis Sentimen Terhadap Produk Skincare

Jasmarizal, Junadhi, Rahmaddeni, M. Khairul Anam
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Prediksi Mahasiswa Berpotensi Non-Aktif Menggunakan Algoritma Decision Tree Classifier

Abdul Rahim, Pareza Alam Jusia
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Platform Budidaya Perairan Ekosistem Tambak Berbasis Internet Of Things

Rossi Arisdiawan, Setiawardhana, Agus Indra Gunawan
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Analisis Keamanan Jaringan Komputer Menggunakan Metode IDS dan IPS dengan Notifikasi Telegram Computer Network Security Analysis Using IDS and IPS Methods with Telegram Notifications

Taufiq Syaiful Huda, Subektiningsih Subektiningsih
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Penentuan Keabsahan Dokumen KHS Dengan Menggunakan QR Code dan Digital Signature di Politeknik Negeri Manado

Heaven Lordan Kimbal, Amang Sudarsono, Idris Winarmo
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Deteksi Penyakit Tanaman Padi Berbasis Android Melalui Pemanfaatan Teachable Machine

Heru Saputra, Ilfa Stephane, Tri Sundara, Aulia Hidayatul Bahri
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Desain Sistem Keamanan terhadap Spoofing GPS pada Aplikasi Android: Integrasi Program Perlindungan dalam Source Code

Zaim Irfansyah Arbi, Banu Santoso
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Analisis Perbandingan QoS Antara HSRP dengan GLBP pada Routing EIGRP Menggunakan IPv6

'Alaika 'izza alfa azkiya', Banu Santoso
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Prototype Sistem Monitoring Lampu Penerangan Jalan Umum Menggunakan Zigbee dan Esp32 Prototype of Public Street Light Monitoring System Using Zigbee and Esp32

Wahid Miftahul Ashari, Jeki Kuswanto, Firman Asharudin, Andriyan Dwi Putra, Muhammad Tofa Nurcholis
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Implementasi E-Learning Berbasis Moodle Pada Mata Pelajaran Informatika

Rivaldo Akmalul Ahsan
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Perbandingan Deteksi Alzheimer: ViT, CNN dan ViT dengan Bobot pada Citra Medis

Aisyah Nur Salsabila, Muhaza Liebenlito, Dhea Urfina Zulkifli
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Analisis dan Pemodelan Proses Bisnis Pengajuan Jabatan Fungsional Dosen Pada Universitas Sriwijaya

Pacu Putra, Nabila Rizky Oktadini, Allsela Meiriza, Putri Eka Sevtiyuni
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Analisis Data Mining Clustering Dan Classification pada Kepuasan Pengguna Layanan Bus Trans Kota Batam (Studi Kasus UPT Pelayanan Jasa Transportasi) Data Mining

Indah Kusuma Dewi; Okta; Ridho
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