Vol. 10 No. 1 (2026): February 2026 (In Progress)

Journal of Applied Informatics and Computing (JAIC)
Volume : 10 | Number : 1 | February 2026 | e-ISSN : 2548-6861

Frequency : 6 issue per year
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ, Sinta3, Ebsco, etc

This edition features 110 articles contributed by researchers, lecturers, and students from various higher education institutions across six countries: Indonesia, DR. Congo, Vietnam, Iraq, Zimbabwe, Korea, Malaysia, Ghana and United Arab Emirates. This diversity of contributors underscores the journal’s role as an international platform for sharing knowledge and fostering innovation in applied informatics and computing. All articles in this edition are accredited under Sinta 3, in accordance with the Decree of the Director General for Strengthening Research and Development, Ministry of Research, Technology, and Higher Education, Number 79/E/KPT/2023.
Acceptance Rate 29% , Rejection Rate 71% (Periode Vol. 10 No.1 --> 2025-12-13 - 2026-01-31)
Download : Cover || Open Access : In-Progress Article || Certificate : Sinta3

DOI: https://doi.org/10.30871/jaic.v10i1

Published: 2026-02-04

Articles

Unveiling the Blockchain Intention-Behavior Gap Among Young Developers

Suwarno Suwarno, Josua Yoprisyanto, Syaeful Anas Aklani

1-12
- PDF
Addressing Extreme Class Imbalance in Multilingual Complaint Classification Using XLM-RoBERTa

Muhammad Ariyanto, Farrikh Alzami, Ramadhan Rakhmat Sani, Indra Gamayanto, Muhammad Naufal, Sri Winarno, Iswahyudi

13-22
- PDF
Weight Estimation of Broiler Ducks Based on Image Processing and Machine Learning with IoT Integration

Sindhu Hari Mukti, Ardi Pujiyanta ardi, Abdul Fadlil

23-32
- PDF
EDCST-Rain: Enhanced Density-Aware Cross-Scale Transformer for Robust Object Classification Under Diverse Rainfall Conditions

Fiston OSHASHA OSHASHA, Djungu Ahuka Saint Jean, Mwamba Kande Franklin, Simboni Simboni Tege, Biaba Kuya Jirince, Muka Kabeya Arsene, Tietia Ndengo Tresor, Dumbi Kabangu Dieu merci

33-45
- PDF
Enhanced Multi-Objective Green Vehicle Routing with a New Fuzzy Speed-Driven Fuel Consumption Model

Emile Kayij Nawej, Yves Tinda Mangongo, Pierre Katalay Kafunda, Justin-Dupar Busili Kampempe

46-57
- PDF
Dynamics and Control of Human Papillomavirus (HPV) Infection Using an SVITR Compartmental Model

Herman MATONDO MANANGA, Milolo Kanumuambidi Lea-Irène, Pokuaa Gambrah Patience, Mukinayi Kanumuambidi Junior, Nguemfouo Marcial, Kasende Mundeke Peter, Consolant Majegeza Benjamin

58-68
- PDF
Numerical Investigation of Nonlinear Parabolic Dynamical Wave Equations Using Modified Variational Iteration Algorithm-II

Sizar Abid Mohammed, Nawzad Hasan Ali

69-74
- PDF
Transformer-based Models for Cardiovascular Disease Predictions from Electronic Health Records: A Systematic Review

Onayi Theresa Chikumo, Belinda Ndlovu

75-89
- PDF
Transformer-Based Models for Electronic Health Records and Omics in Healthcare: A Systematic Literature Review

Joshua Machemedze, Belinda Ndlovu

90-105
- PDF
IoT Application Development for Marine Debris Management in 3T Islands: Supporting a Circular Economy and Community Empowerment

Luki Hernando, Ansarullah Lawi, Aulia Agung Dermawan, Mhd Adi Setiawan Aritonang, Roni Ad, Dwi Ely Kurniawan, Putriana Carona Manurung, Intan Medisi Putri

106-114
- PDF
A Fuzzy C-Means–Based Clustering Model for Analyzing TOEFL Prediction Scores in Higher Education

Filipus Mei Tri Boy Gulo, Rahmad Hidayat, Hendrawaty Hendrawaty, Rahmat Isma Hidayat, Muhammad Heikal Fasya, Syifaurrahman Syifaurrahman, Dea Syafira Ananda

115-124
- PDF
Classification Analysis of Single Tuition Fees Using the Random Forest Method with K-Fold Cross Validation

Al Khaidar, Nurdin Nurdin, Fajriana Fajriana, Taufiq Taufiq, Defry Hamdhana

125-133
- PDF
A Systematic Review of Post-Quantum Cryptography for Healthcare Data Protection: Performance, Readiness, and Deployment Challenges

Taboka Ngwenya, Belinda Ndlovu

134-149
- PDF
Explainable Transformer and Machine Learning Models in Predicting Tuberculosis Treatment Outcomes. A Systematic Review

Shumirai Sibanda, Belinda Ndlovu

150-164
- PDF
Performance Evaluation of Face Mask Detection Using Feature Descriptor and Supervised Learning Method

Adi Suheryadi, Faisal Dharma Adhinata, Heru Wijanarko

165-170
- PDF
Multi-Agent Retrieval Augmented Generation for Clinical Decision Support: A Systematic Review and Integrative Conceptual Framework

Tarisai Mugambiwa , Belinda Ndlovu

171-183
- PDF
Comprehensive Comparison of TF-IDF and Word2Vec in Product Sentiment Classification Using Machine Learning Models

Asra Gretya Sinaga, Robet Robet, Octara Pribadi

184-191
- PDF
Network-Informed Optimal Control via Graph Neural Networks: A Framework with Application to Tax Enforcement

Marcial Nguemfouo, Pierre Raymond Bossale

192-203
- PDF
Implementation of the Random Forest Algorithm for Anomaly Detection of Phishing Attacks on Computer Networks

Andika Agus Slameto, Ben Rafi Kahmas

204-211
- PDF
Improving Retrieval-Augmented Generation Performance Using the MAF-RAG Architecture, EVR–VOR Vector Retrieval, and Multi-Agent Fallback Reasoning

Erlanda Prasetio, L. Budi Handoko Handoko, Khafiiz Hastuti

212-223
- PDF
SemetonBug: Next-Generation Machine Learning-Powered Code Analyzer for Precision Bug Detection and Dynamic Error Localization

Surni Erniwati, Bahtiar Imran, Zumratul Muahidin, Zaeniah Zaeniah, Juhartini Juhartini

224-231
- PDF
Optimizing Email Spam Detection through Handling Class Imbalance with Class Weights and Hyperparameter Using GridSearchCV

Muhammad Ridho Nursyam, Muhammad Koprawi, Dony Ariyus

232-244
- PDF
A Fine-Tuned Transfer Learning Vision Transformer Framework for Lungs X-Ray Image Classification

I Gusti Ngurah Lanang Wijayakusuma, Made Sudarma, Ni Putu Dian Astutik

245-253
- PDF
Detection of Diabetic Retinopathy Using Hybrid InceptionResNetV2-KELM Method

Musfiroh Musfiroh, Dian C Rini Novitasari, Lutfi Hakim, Adelia Damayanti, Dina Zatusiva Haq, Siti Nur Aisah

254-264
- PDF
Evaluation of Histogram-Based Image Enhancement Methods for Facial Images in Drowsy Driver Using No-Reference Metrics

Muhammad Naufal, Harun Al Azies, Farrikh Alzami, Rivaldo Mersis Brilianto

265-272
- PDF
The Impact of the L1/L2 Ratio on Selection Stability and Solution Sparsity along the Elastic Net Regularization Path in High-Dimensional Genomic Data

Fani Fahira, Kusman Sadik, Cici Suhaeni, Agus M Soleh

273-283
- PDF
Real-Time Waste Detection System Using YOLOv12 with Transfer Learning

Adellia Jovina, Ester Lumba

284-297
- PDF
Implementation of SSL-Vision Transformer (ViT) for Multi-Lung Disease Classification on X-Ray Images

Rafi Haqul Baasith, Theopilus Bayu, Arifiyanto Hadinegoro, Uyock Saputro

298-308
- PDF
Performance Comparison of Naive Bayes and Support Vector Machine Methods in Music Genre Classification Based on Audio Signal Feature Extraction Using Mel-Frequency Cepstral Coefficients (MFCC)

Kevin Putrayudha Naserwan, Kanda Januar Miraswan, Meylani Utari

309-315
- PDF
Design and Implementation of an IoT-Based Low-Emission Mobile Plastic Melting Machine for Sustainable Paving Block Production in Batam City

Ansarullah Lawi, Alvendo Wahyu Aranski, Rifa’atul Mahmudah Burhan, Luki Hernando, Muhammad Adi Setiawan Aritonang, Aulia Agung Dermawan, Dwi Ely Kurniawan, Abdul Mutalib Leman

316-326
- PDF
Calibration and Applied Statistical Modeling Using Logistic Regression on the UCI Heart Disease Dataset

Andi Cahyono, Inkha Ameriza, Gunadi Gunadi, Ervira Dwiaprini As Syifa, Mashal Kasem Alqudah

327-335
- PDF
Evaluating Image Recognition Accuracy in Explicit Content Detection: A Comparative Study with Indonesian Perceptions

Rauhil Fahmi, Deni Utama, Muhammad Ridho Kurniawan Pratama

336-347
- PDF
Comparative Analysis of Foot Sole Classification Models: Evaluating Logistic Regression, SVM, and Random Forest

Trie Dinda Maharani Purba, Imam Yuadi

348-354
- PDF
Outperforming DNN Using MLP in Water Quality Assessment for Aquaculture

Mochammad Anshori, Mufid Musthofa

355-364
- PDF
Optimizing Bankruptcy Prediction on Imbalanced Data using XGBoost with Random Oversampling and Chi-Square

Revalina Suyatno, Erika Devi Udayanti, Ika Novita Dewi

365-377
- PDF
Classification of Facial Acne Types Based on Self-Supervised Learning using DINOv2

Gantari Chardaputeri, Angelina Pramana Thenata

378-387
- PDF
Hybrid Rainfall Analysis in Semarang by Integrating SARIMA Predictions with Meteorological Association Rules

Kristina Agustin, Ika Novita Dewi

388-397
- PDF
Behavioural Predictors of Forward Head Posture Risk: A Correlation, Machine Learning, and Clustering Analysis

Angel Aprilia Putri Lo, Christian Christian

398-405
- PDF
Indonesian Gold Price Forecasting Using Simple and Stacked LSTM with Expanding Window

Rahmat Tegar Patriot Hari Lambang, Ifnu Wisma Dwi Prastya, Mula Agung Barata Barata

406-416
- PDF
Association Rule Mining for Truck Body Damage Pattern Analysis Using Apriori and CRISP-DM

Livanty Efatania Dendy, Rinabi Tanamal

417-428
- PDF
Software Development for Swimmer Performance Prediction System Based on Physical Characteristics using XGBoost

Surya Pratama Tanzil, Tinaliah Tinaliah, Anugerah Widi

429-439
- PDF
AI-YOLO Based Smart Laboratory Security for Automated Face Recognition and Suspicious Activity Detection

Nurul Khaerani Hamzidah, Syahrir Syahrir, Ainun Jariyah, Carlos Agunar Da Costa, Sitti Saenab, Dul Arafat Muin, Nur Ichzan As

440-450
- PDF
Analysis of the Impact of Lateral Stock Transfers in Distribution Network with a Central Warehouse and Two Storage Points

Dambo Punga, Mabela Makengo Rostin, Herman MATONDO MANANGA, Muhala Luhepa Blaise, Boono Yaba Benjamin

451-461
- PDF
Identification and Classification of Cracks in Traditional Pottery from West Sumatra Using Digital Image Processing

Raja Ayu Mahessya, Firna Yenila

462-467
- PDF
A SEIR Metapopulation Model for Mpox Transmission Dynamics in the DRC

Kasende Mundeke Peter, Herman MATONDO MANANGA, Milolo Kanumuambidi Lea Irène, Pokuaa Gambrah Patience

468-478
- PDF
Implementation of Real-Time Swarm Drone Formation Using Firebase and MIT App Inventor with Interpolation-Based Control in Gazebo

Ryan Satria Wijaya, Hendawan Soebhakti, Rifqi Amalya Fatekha, Sarah Anggraini

479-486
- PDF
Assessing Academic Website Quality Using the WebQual 4.0 Framework

Jonathan Pakpahan, Allsela Meiriza, Hardini Novianti

487-495
- PDF
Aspect-Based Sentiment Analysis of Tourist Attractions in Labuanbajo Using the Transformer Model as a Recommendation for Improving Service Quality

Sadikah Nur, Supriadi Sahibu, Mashur Razak

496-502
- PDF
Analysis of BRIsat Investment Success from Financial and Nonfinancial Perspectives

I Gusti Ayu Agung Wiwin Adyasari, I Gst. Agung Pramesti Dwi Putri, Eka Grana Aristyana Dewi

503-512
- PDF
Analysis of the Best Social Media Platforms for Promotion Using Machine Learning and RFE Feature Selection: A Comparative Study of Gradient Boosting, XGBoost, CNN, and SVR

Maulina Putri, Aria Hendrawan

513-521
- PDF
From Speech to Summary: A Pipeline-Based Evaluation of Whisper and Transformer Models for Indonesian Dialogue Summarization

Martin Clinton Tosima Manullang, Winda Yulita, Fathan Andi Kartagama, A. Edwin Krisandika Putra

522-534
- PDF
Optimizing Sentiment Classification Models for TikTok Comments using Emotion-Based Preprocessing and Grid Search

Bagas Restya Ermawan, Mahendra Bayu Prayoga, Akmal Rafi Fadhillah, Ema Utami

535-547
- PDF
Comparative Analysis of IndoBERT and Classic Machine Learning Models for Sentiment Classification of Education Policy on Social Media X

Gabriella Fani Suciarti Medantoro, Muljono Muljono

548-557
- PDF
Classification of Melinjo Fruit Ripeness Using a Convolutional Neural Network (CNN) Based on Digital Images

Anggi Ade Kurniawan, Setyonigsih Wibowo, Nur Latifah Dwi Mutiara Sari

558-565
- PDF
Comparison of Apriori and FP-Growth Algorithms in Market Basket Analysis for Online Book Sales

Sofia Rizkal Karimah, Erika Devi Udayanti

566-574
- PDF
Comparison of Naïve Bayes and Support Vector Machine for Sentiment Classification of Acne Skincare Reviews

Alti Arindika, Majid Rahardi

575-584
- PDF