Journal of Applied Informatics and Computing

Current Issue

Vol. 10 No. 5 (2026): October 2026

Journal of Applied Informatics and Computing (JAIC)
Volume : 10 | Number : 5 | October 2026 | e-ISSN : 2548-6861

Frequency : 6 issue per year
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ , SINTA 3 , EBSCO , View All Indexing

This edition features 100 articles contributed by researchers, lecturers, and students from various higher education institutions across several countries: Indonesia, Vietnam, Nigeria, DR Congo, South Africa, Jordan, United States of America (USA), Palestine, Taiwan, Ghana, China, Malaysia . 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 35% , Rejection Rate 65% (Periode Vol. 10 No.5 --> 2026-08-24 - 2026-10-20)
Download : Cover || Open Access : Full Article || Certificate : Sinta3

Published: 2026-10-03

Articles

A Fast and Efficient Ship Detector Via HDR-CoT Module

Jane Litouw, Marsel Marhaen Wungow, Dayen Manoppo, Ni Made S. Mustikayani, Hoang Van Thanh, Muhamad Dwisnanto Putro

4177-4191
- PDF
Domain Gap Reduction In CNN Based In-Ovo Embryo Classification Via CLAHE Optimization

Khoironi Khoironi, Ibram Maulana Akhsanul Qasasi, Much Chafid, Ahmad Khairul Umam; Agrippina Waya Rahmaning Gusti, Ahmad Walid Hujairi

4192-4198
- PDF
A Scalable Blockchain Framework for Procurement Management in Humanitarian Supply Chains

Sunday Jatau Lamiri, Yusuf Musa Malgwi, Anagu Emmanuel John

4199-4209
- PDF
Fuzzy Fusion of Biometric Signals for Early Estimation of Vaso-Occlusive Crisis Risk: An Experimental Study

Blaise Muhala Luhepa, Jean Pepe Buanga Mapetu, Gisèle Makengo Kafuti, Dieuleveut Nianga Kayakaya, Nathanael Kasoro Mulenda, Rostin Mabela Makengo, Herman MATONDO MANANGA

4210-4221
- PDF
A Capability Theory of Cloud Utilization Maturity for Agile Development

Gardner Mwansa

4222-4236
- PDF
A Robust Phishing URL Detection Using Enhanced Lexical Features and Comparative Machine Learning Models

Firnanda Rahmawati, Fauzi Adi Rafrastara, Wildanil Ghozi, Ramadhan Rakhmat Sani, Chaerul Umam, Ashraf Alomoush

4237-4249
- PDF
Hybrid CNN-BiLSTM-Attention Modeling for Air Temperature Prediction Using LOF-iForest-RFE Multi-Stage Preprocessing on Soekarno-Hatta Meteorological Station AWS Data (2021–2025)

Muhamad Nur Fuat, Sajarwo Anggai, Murni Handayani

4250-4260
- PDF
Human-Centric Explanainable AI as a Catalyst for Responsible AI Adoption in Higher Education

Fine Masimba, Bester Chimbo, Kudakwashe Maguraushe

4261-4267
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Enterprise KPI Architecture for Operational Decision Systems: Moving From Reporting Metrics to Decision Intelligence

Sushen Sarkar

4268-4280
- PDF
Combining Convolutional Neural Networks and XGBoost for Phishing URL Classification

Muhammad Narendra Bagus Nurseto, Fauzi Adi Rafrastara, Wildanil Ghozi, Ramadhan Rakhmat Sani, Ajib Susanto, Emad Hamadeh

4281-4287
- PDF
Comparing Class-Weighted Loss and Focal Loss against SMOTE for Class Imbalance Handling in EEG-Based Sleep Stage Classification

Raka Yudistira, Endah Setyowati

4288-4296
- PDF
Sizing AI-Driven Enterprise Engagements Under Uncertainty: A Probabilistic Scope and Pricing Framework for Pre-Sales Architects

Mihir Shah

4297-4304
- PDF
Intelligent Immersive Accessibility: A Systematic Review of AI-Enhanced Virtual Reality Interaction Design for Inclusive and Equitable Education

Kudakwashe Maguraushe, Bester Chimbo, Fine Masimba

4305-4319
- PDF
Feature Contribution Analysis Across Multimodal Breast Cancer Diagnostic Models

Muhaisin Tiyumba Nantogmah, Abdul-Barik Alhassan

4320-4327
- PDF
Lightweight Transfer Learning for Multi-Class Cabbage Leaf Disease Detection Using MobileNetV2

Ahmad Zidan Wirawan, M. Syamsuddin Wisnubroto, Fajri Farid, Ade Lailani, Rian Kurnia

4328-4335
- PDF
Toward Secure Web-Based Telemedicine: Detection of Relevant Cyberattacks

Andi Cahyono, Ervira Dwiaprini As Syifa, Koko Harianto, Ana Yulianti, Liant Pratama Ranu Kumbolo

4336-4346
- PDF
Minimum-Variance Pitch Control of a Small-Scale Wind Turbine Using a Switching Quasi-ARX Neural Network Under Low and Intermittent Winds

Adiratna Ciptaningrum, Mohammad Erik Echsony, Rikky Leonard, Mohammad Abu Jami’in

4347-4359
- PDF
Production Clustering Using Dynamic Factor Analysis and K-Means++

Dian Septiani Santoso, Muhammad Riski Alde, Edi Satriyanto, Alfi Fadliana, Khoironi, Moch Zawaruddin Abdullah

4360-4367
- PDF
Enhanced LSTM and BiLSTM-Based Sentiment Analysis of Public Opinion on Ibu Kota Nusantara (IKN)

Kyla Azzahra Kinan, Annisaa Utami, Aminatus Sa'adah

4368-4376
- PDF
Optimizing Digital and Multimedia File Security Using Hybrid RSA and Extended Vigenère Cipher Schemes

Emanuel Pinesthi Widi Utomo, Eko Hari Rachmawanto, Christy Atika Sari

4377-4385
- PDF
Integrated Cryptographic Framework berbasis AES-256, RSA-2048, dan Blind Signature untuk Secure E-Voting Model

Justin Matthew Triono, Eko Hari Rachmawanto, Azriel Sebastian Pamungkas, Budi Handoko

4386-4395
- PDF
Performance Analysis of MobileNetV2 for Five-Category Waste Image Classification Using Transfer Learning

Nur Budi Nugraha, Windini Windini

4396-4403
- PDF
Determination of Indoor Wireless Network Design Based on Artificial Intelligence Heatmap Using Measurable Efficiency Indicators, a Weighted Decision Matrix, and Segmented Quality of Experience Validation

Muhammad Syaeful Fajar, Sri Sukamta, Budi Triyono

4404-4415
- PDF
Comparative Analysis of SMOTE-Tomek and SMOTE-ENN for Machine Learning Based Band Gap Classification of ABO₃ Perovskite Oxides

Chalida Abdat, Muhamad Akrom, Johana Oktavia Ramadhani, De Rosal Ignatius Moses Setiadi

4416-4427
- PDF
Methodologically Sound Class-Imbalance Handling in YOLOv8 Hand Fracture Detection via Training-Only Oversampling

Alfaturachman Maulana Pahlevi, Rohimatun Nisfah, Meysilla Cindy Silsiana, Cinantya Paramita

4428-4439
- PDF
CNN-LSTM with Scaled Dot-Product Attention for PM2.5 Forecasting in Jakarta: A Univariate Baseline

Brilliant hendrylie, Puguh Hiskiawan

4440-4452
- PDF
A Systematic Literature Review of Technostress Classification in Generative AI Interactions Using Behavioral Proxies

Muhammad Wahyudi Wicaksono, Raditya Pratama, Fausta Irsyad Ramadhan

4453-4461
- PDF
Analysis of Red Bird’s Eye Chili Price Dynamics in Surabaya Using an Optuna-Optimized ARIMA-LightGBM Model

Imara Luthfiya, Kartika Maulida Hindrayani, Aviolla Terza Damaliana

4462-4474
- PDF
Classification of Humorous and Serious Communication Styles on X Social Media Using a Hybrid Convolutional Neural Network and Long Short-Term Memory Model

Ade Putra Erwanda, Munirul Ula, Muhammad Daud, Dahlan Abdullah, Muhammad Fikry

4475-4485
- PDF
Deforestation Quantification and Field Validation of a Low-Cost LoRaWAN Sensor Network for Watershed Digital Twin Development

Muhammad Panji Muslim, Rahman Taufik, Said Fadlan Anshari

4486-4493
- PDF
Comparative Analysis of Ensemble Learning Models for Cardiovascular Disease Using Explainable Artificial Intelligence

Syifa Alfariani, Fathoni Fathoni

4494-4504
- PDF
Bot Comment Detection in Indonesian Online News Using IndoBERT

M. Wanda, Rizal Rizal, Yesy Afrillia

4505-4509
- PDF
Multi-Scenario Security Evaluation of an RSA-PSS Anti-Replay QR Code System with a PRISMA 2020 Review of Indonesian Prior Work

Andika Agus Slameto, Yudi Sutanto, Hendra Kurniawan

4510-4522
- PDF
A Temporally Validated Machine Learning Framework for Predicting Anti-Tuberculosis Drug Stockouts: A Synthetic-Data Evaluation

Ahmad Asyhadi, Rudolf Sinaga, Widyadhana Candraningtias

4523-4533
- PDF
Chronological Evaluation of LSTM Forecasting and XGBoost Anomaly Detection in Three-Phase Power Monitoring

Sugeng Widodo, Ardi Pujiyanta, Ardiansyah Ardiansyah

4534-4543
- PDF
Machine Learning for EEG-Based Cognitive Response Analysis in the Free Nutritious Meals Program

Rahmat Hidayat, Yusa Putra, Yerezqy Bagus, Sri Dasweni, Akbar Shiddiq

4544-4554
- PDF
Solar-Powered Mobile Sensing System Integrated with LoRa and IoT for Real-Time Domestic Wastewater Quality Monitoring

Muhammad FizaLubis, Sri Indah Rezkika, Indah Vusvita Sari, Agung Dermawan, Panangian Mahadi Sihombing

4555-4563
- PDF
Analysis of Discrete Fourier Transform: Finite-Dimensional Hilbert Space in Electroencephalogram Signal

Fajar Ilham Maulana, Yani Ramdani, Gani Gunawan

4564-4581
- PDF
Genetic Algorithm Optimization for Strategic Marketing Decision-Making in Indonesian MSMEs

Mayang Anglingsari Putri, Denisha Trihapningsari

4582-4588
- PDF
Extraction of Transaction Information on Handwritten Notes Using Optical Character Recognition (OCR) and Named Entity Recognition (NER)

Meyry Ardianti, Puguh Hiskiawan

4589-4601
- PDF
Process Ownership in the Context of Process Intelligence: A Systematic Literature Review

Riyan Ainur Rahman, Nur Aeni Hidayah

4602-4610
- PDF
Implementation of Hybrid Entropy and MABAC Methods in a Decision Support System for Selecting The Best Anime Series

Femi Dwi Astuti, Basuki Heri Winarno, Izz Sabdo Negoro

4611-4618
- PDF
Comparative Analysis of CNN and YOLOv11 Algorithms for Detecting Oyster Mushroom Maturity and Harvest Readiness

Juhar Riski Ahmadi, Nurdin Nurdin, Mukti Qamal

4619-4628
- PDF
Comparative Analysis of ElGamal and RSA Methods for Digital Signature Implementation in the Integrated Service Unit Application of Universitas Malikussaleh

Helmi Naluri, Nurdin Nurdin, Munirul Ula

4629-4640
- PDF
Early Detection System for Psychological Disorders Based on Supervised Learning with Case Based Reasoning Modeling in Specific Populations

I Wayan Supriana, Luh Arida Ayu Rahning Putri, I Gede Surya Rahayuda

4641-4649
- PDF
Fraud-Risk Classification in Indonesian MSME-Related Online Narratives: A Comparison of IndoBERT and TF-IDF–SVM

Bayu Priya Mukti

4650-4659
- PDF
Preprocessing Effects on Word2Vec and IndoRoBERTa for Shopee Sentiment Classification

Lilik Avitadia Prichanti, Kinanti Rizky Pangestutik, Cici Suhaeni, Bagus Sartono

4660-4669
- PDF
Tourism Recommendation System for Labuan Bajo Using Hybrid TF-IDF and Sentence-BERT with Semantic Feature Boosting

Luluk Baitti Kusumaningrum, Arif Nur Rohman

4670-4681
- PDF
Family Data Clustering Based on Welfare Levels Using Self-Organizing Maps

Zulfan Amal Arridlo, Ai Rosita, Dedah Ningrum

4682-4691
- PDF
Performance Comparison of Double Exponential Smoothing and Long Short-Term Memory for Population Forecasting

Revi Diwana, Rizal Tjut Adek, Fajriana Fajriana

4692-4700
- PDF
Aspect-Category Sentiment Analysis for Knowledge Discovery in ShopeePay App Reviews Using Fine-Tuned IndoBERT

Nabila Ramadhani, Ken Ditha Tania, Meylani Utari

4701-4714
- PDF
IoT-Based Prototype for Temperature and Humidity Monitoring and Automatic Control in Oyster Mushroom Cultivation

Nimas Pratiwi, Subhan Panji Cipta, Mambang Mambang, Nurhaeni Nurhaeni

4715-4720
- PDF
Pneumonia Detection from Chest X-Ray Images Using Convolutional Neural Network (CNN) and Stochastic Gradient Descent

Siti Syaharani Khoiriyah, Christy Atika Sari, Eko Hari Rachmawanto, Ajib Susanto

4721-4731
- PDF
Fast Ethernet Interface Capacity Evaluation Based on Actual Contention Ratio

Lifyana Nailah Azzahra, Ahmad Ripai

4732-4741
- PDF
Performance Evaluation of the Layer 2.5 Zero-Trust Adaptation Layer (ZTAL) Architecture in Tactical UAV Mesh Networks Against Spectrum Attacks

Fujikawa Shinichi, Fajar Aziz Kurniawan, Fadhil Riyanto, Cinantya Paramita

4742-4747
- PDF
Intrusion Prevention System Using Random Forest and Rate limiting for Distributed Denial-of-Service

Diki Candra, Nanang Prihatin, Muhammad Davi

4748-4765
- PDF
Data Security Optimization Using AES in Cipher Block Chaining (CBC) Mode with RSA Asymmetric Key Distribution

Deranda Bagus Pamungkas, Christy Atika Sari, Chaerul Umam

4766-4779
- PDF
Helmet Use Detection Model For Motorcycle Riders Using YOLOv8

Muhammad Ikram Syafwan, T. Yudi Hadiwandra

4780-4788
- PDF
IoT-Based Smart Jacket with Multimodal Sensors for Autism Monitoring

Aulia Darnilasari, Matalangi Matalangi, Muslim Muslim, Selsiana Selsiana, Hasnia Arruan

4789-4798
- PDF
Evaluating MiniMax-M3 for Automated Web Penetration Testing on XBEN Benchmarks

Azriel Sebastian Pamungkas, Budi Handoko, Fauzi Adi Rafrastara

4799-4806
- PDF
Digital Signature Implementation Using RSA and SHA-256 Algorithms for Authenticity Verification of Digital Certificate Images

Hezzekia Rafael Miracle, Christy Atika Sari, Budi Handoko

4807-4821
- PDF
Performance Evaluation of YOLO26 for Pothole Detection Under Diverse Environmental Conditions

Edelin Stephanie, Puguh Hiskiawan

4822-4834
- PDF
Comparative Analysis of Machine Learning Algorithms for Knowledge Discovery in Poverty Level Classification of Indonesian Provinces

Novita Ramadhini, Ken Ditha Tania, Putri Eka Sevtiyuni

4835-4847
- PDF
Facility Reservation System with Priority-Based Internal-External Conflict Resolution

Alfina Choerunnisa, Fandy Setyo Utomo

4848-4862
- PDF
Comparative Sentiment Analysis and Topic Modeling of Dola AI User Reviews for Knowledge Discovery

Nadia Ramadhani, Ken Ditha Tania, Naretha Kawadha Pasemah Gumay

4863-4876
- PDF
Analysis of Perception and Readiness for Preemptive Cybersecurity Implementation as a Cyber Threat Prevention Strategy

Trija Anjelia, Mambang Mambang

4877-4885
- PDF
Analysis of Chaos-Based Cryptography Using Logistic Map and Arnold’s Cat Map for Digital Image Encryption

Sulthan Yustr Suwardhi, Budi Handoko, Eko Hari Rachmawanto

4886-4895
- PDF
Regime-Conditioned Causal Attribution and Forecasting of the Rupiah

Jason Jesse Joel Polii, Puguh Hiskiawan

4896-4908
- PDF
Impact of Normalization Methods on Credit Risk Classification with Imbalanced Data

Ahmad Abil Rizky Ramadhan, Gusti Wiwik Nur Afifa, Mula Agung Barata, Ifnu Wisma Dwi Prastya, Afril Efan Pajri

4909-4916
- PDF
Interpretable Spotify Clustering with Robust Preprocessing, Validation, and Stream Analysis

Meliysa Pasa Bagna Aprilia Said, Kholifatus Sholihah, Mula Agung Barata

4917-4931
- PDF
Development of a Scientific Journal Aggregator System Using Multi-API with a Text Mining TF-IDF and Cosine Similarity

Fakhrul Razi, Muhammad Fikry, Yesy Afrillia

4932-4944
- PDF
Performance and CI/CD Compatibility Analysis of Selenium, Cypress, and Playwright UI Testing Frameworks Using the Distance to Ideal Alternative Method

M Dirga Purnomo Putra, Rakhmat Prasetyo Agung Nugroho, Ridho Surya Kusuma, Latifah Iriani

4945-4956
- PDF
Design and Development of an IoT-Based Vital Sign Monitoring System Using Mamdani Fuzzy Logic and Firebase Realtime Database

Putri Liana, Muhammad Jauhar Vikri, Afril Efan Pajri

4957-4966
- PDF
Child Abduction Early Detection Based on Image Processing Using Human Bounding Box Height Ratio and Distance Comparison

Muslim Muslim, I Wayan Suparno, A. Edeth Fuari Anatasya, Pujianti Wahyuningsih

4967-4977
- PDF
Class Imbalance in Deep Learning-Based Image Classification: A Systematic Review

Mochamad Arief Saputra

4978-4989
- PDF
Resilient IoT-Based Heat Treatment Temperature Monitoring System with Offline Synchronization

Ariananda Panduaji Marsailla, Hafiyyan Putra Pratama

4990-5006
- PDF
Revisiting Attention Mechanisms for Tea Leaf Disease Classification: An Experimental Study of EfficientNetV2-B0 with CBAM

Dewa Setyo Nugroho, Christy Atika Sari, Cahaya Jatmoko

5007-5016
- PDF
Citation Graph-Based Multi-Hop Retrieval Optimization Using Hybrid RRF in a RAG System for Indonesian ITE Law Documents

Andi Laksono, Nova Rijati

5017-5027
- PDF
Visual Genealogy of Typography: Computational Provenance-Based Analysis of Typeface Evolution

Hendi Thamrin, Shierly Everlin, Puguh Hiskiawan, Valentina Valentina, Angelyn Stevanie Lee, Paskalis Peter

5028-5041
- PDF
Comparing BM25, Multilingual-E5, and Reciprocal Rank Fusion for Retrieval-Augmented Generation

M. Sulthan Mahir Fadha, Yunita Ardila, Noor Wahyudi

5042-5053
- PDF
Ablation Study of Attention Pooling and Adaptive Focal Loss for Imbalanced Indonesian Sentiment Classification Using IndoBERT

Aldi Rifaldi Saputra, Eka Miranda

5054-5065
- PDF
Hybrid Lexicon-Machine Learning Approach for Aspect-Based Sentiment Analysis on Large-Scale Indonesian App Reviews: A Case Study of Telegram

Toto Indriyatmoko, Arief Hermanto

5066-5073
- PDF
Implementation of RAG in Jambi Cultural Information Question Answering System Using Qwen2.5-7B

Devit Saputra, Uung Ungkawa

5074-5085
- PDF
Behavioral Member Churn Prediction Using Visit-Activity Data in a Club Membership System

Naura Anasya, Handri Santoso

5086-5091
- PDF
Implementation of Quantum Kernel Estimation for Supervised Classification on a Two-Qubit Quantum Simulator

Rizqi Aditya, Erwin Yudi Hidayat

5092-5098
- PDF
Automated Cargo Manifest Integration with Customs System Using Agile

Rizal Ahmad, Ajib Susanto

5099-5110
- PDF
Comparative Analysis of IndoRoBERTa and EmoRoBERTa for Emotion Classification Based on Ekman’s Taxonomy Using the Indonesian GoEmotions Dataset

Syifa Naura Milla Celesta, Dinda Lestarini

5111-5123
- PDF
Toward Objective Mental Health Screening via Facial Expression Analysis: A Hybrid Deep Learning Proof-of-Concept

Endah Setyowati, Ahmad Fauzi, Galura Muhammad Suranegara, Mohd Herwan Sulaiman, Fauzzi Fallah Ramadhani, Sahra Raditiya Fadillah, Duke Ursula Zahra

5124-5132
- PDF
A Hybrid Decision Support System for LQ45 Stock Screening Integrating Fundamental, Technical, and IndoBERT-Based Sentiment Analysis

Alwia Ilham Mutofa, Bambang Agus Herlambang , Aris Tri Joko Harjanto

5133-5146
- PDF
Self-Healing Network System with Adaptive Quality of Service on MikroTik RouterOS Using Proximal Policy Optimization

Daffa Faris Abqari Ramdhani, Marisa Premitasari

5147-5155
- PDF
Rice Production Prediction Using Support Vector Regression Based on Climate Variables and Production Factors

Wijayati Putri, Angga Pratama, Ananda Faridhatul Ulva

5156-5165
- PDF
Comparative Performance Analysis of SVM and QSVM in Breast Cancer Diagnosis

Gita Kartika, Muhamad Akrom

5166-5178
- PDF
Design of First Aid Educational Game for Two-Wheeled Accident Victims For Students Aged 17-23 Years

Muhamad Athar Ramadhan, Ai Rosita

5179-5186
- PDF
Implementation of Embedded Digital Image Processing For Facial Undertone Classification And Hijab Color Recommendation

Nurul Aini Aslan, Ajulio Padly Sembiring, Meryatul Husna

5187-5193
- PDF
Sentiment Classification of Telecommunication Application Reviews Using Naive Bayes and Support Vector Machine: A Comparison of TF-IDF Unigram and N-Gram Feature Representations

Karin Nisrina Andriyani, Hafiyyan Putra Pratama

5194-5204
- PDF
Integration of Isolation Forest, Fellegi-Sunter, and DeepER for Anomaly Detection and Data Deduplication

Jamaludin Jamaludin, Ahmad Musyafa, Taswanda Taryo, Tri Istiana

5205-5208
- PDF
Adaptive Velocity Control Based on IMU Terrain Classification for Campus Delivery Robots

Yudhistira Prasetyo Adios, Anugerah Wibisana, Hendawan Soebakti, Ryan Satria Wijaya

5209-5218
- PDF
Fake Review Detection on Indonesian E-Commerce Platforms Using a Hybrid CNN-BiLSTM-Attention Architecture Optimized by Differential Evolution

Indu indah Purnomo, Rina Alfah, Hayati Noor

5219-5228
- PDF
Multi-Crop Irrigation Need Classification Based on Machine Learning with an Indonesian-Language GenAI-UX Recommendation Layer

Muhammad Rusdi, Zaenuddin Zaenuddin, Hendra Sanjaya

5229-5238
- PDF
Do Macroeconomic Variables Improve Rupiah Forecasts under Conditional Heteroskedasticity?

Sry Yulianti Lobo, Rahmat Syam, Wahidah Sanusi

5239-5251
- PDF

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Journal of Applied Informatics and Computing (JAIC) is a peer-reviewed, open-access journal that provides a platform for lecturers, researchers, and students to exchange and disseminate theories and practices in applied informatics and computing. Manuscripts may be submitted in Indonesian or English, with English preferred. Submissions undergo an initial editorial screening followed by peer review by two reviewers.

The journal covers a broad spectrum of disciplines, including Applied Informatics, Applied Computing, Applied Mathematics, and Applied Network Computing, as well as related fields.