Vol. 9 No. 3 (2025): June 2025

View Vol. 9 No. 3 (2025): June 2025

Journal of Applied Informatics and Computing (JAIC)
Volume : 9 | Number : 3 | June 2025 | e-ISSN : 2548-6861

Frequency : 6 issue per year (starting in 2025)
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ, Sinta3, Ebsco, etc

Volume 9, Number 3, this time consists of 58 articles from researchers, lecturers, and students from 38 national and international institutions (2 countries). The articles in this edition have been accredited by Sinta3 under the Decree of the Director General of Strengthening Research and Development of the Ministry of Research, Technology, and Higher Education, Number 79/E/KPT/2023.

Download : Cover || Open Access : Full Article || Certificate : Sinta3

DOI: https://doi.org/10.30871/jaic.v9i3

Published: 2025-06-10

Articles

Evaluation of Scalability and Resilience of Hyperledger Fabric in Blockchain Implementation for Diploma Management

Cahyani Pebriyanti, Galura Muhammad Suranegara

571-582
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IoT-Based Smoking Violation Detection System Equipped with Object Detection Using YOLOv5s Algorithm

Audina Amalia Putri, Indra Hermawan

583-591
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Comparative Analysis of CNN, Transformers, and Traditional ML for Classifying Online Gambling Spam Comments in Indonesian

Martin Clinton Tosima Manullang, Arkham Zahri Rakhman, Hartanto Tantriawan, Andika Setiawan

592-602
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A Comparative Performance of SMOTE, ADASYN and Random Oversampling in Machine Learning Models on Prostate Cancer Dataset

Aditya Herdiansyah Putra, Abu Salam

603-610
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Enhancing Web Security and Performance with Hybrid Stateless Authentication

Benedictus Mario, Trianggoro Wiradinata, Christian Christian

611-616
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Implementation of YOLO v11 for Image-Based Litter Detection and Classification in Environmental Management Efforts

Lingga Kurnia Ramadhani, Bajeng Nurul Widyaningrum

617-624
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Sentiment and Emotional Analysis of The Public Housing Savings Program (TAPERA) using Orange Data Mining

Hawangga Dhiyaul Fadly, Handaru Jati

625-632
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Optimization of Random Forest Algorithm with Backward Elimination Method in Classification of Academic Stress Levels

Salsabila Dani Amalia, Mula Agung Barata, Pelangi Eka Yuwita

633-641
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Evaluation of the Effectiveness of Lightweight Encryption Algorithms on Data Performance and Security on IoT Devices

Damar Indrajati, Wahid Miftahul Ashari

642-650
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User Interface Evaluation of the Sumber Alam Ekspres Application Using the Heuristic Evaluation Method

Arvin Claudy Frobenius, Rizki Candra Kurniawan

651-657
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Evaluating the Acceptance and Success of Mobile Banking Systems Using a Combination of UTAUT2 and Delone & McLean Models

Novrinda Khairun Nisak, Ali Ibrahim, Ermatita

658-666
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Augmented Reality Development for Creating Interactive Experiences in Tourism Places

Caraka Aji Pranata, Muhammad Fairul Filza, Miquel Jan Tanudidjaja

667-673
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Quality Analysis of the Registration Information System Website using ISO/IEC 9126 Standard

Dw Ayu Agung Indra Swari, Dedy Panji Agustino, Ni Luh Komang Irma Wulandari, Yohanna Vony Sora Zalogo, Jessica Lau

674-682
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Web-Based Makeup Recommendation System Using Hybrid Filtering

Putu Mia Setya Utami, I Nyoman Prayana Trisna, Wayan Oger Vihikan

683-692
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Comparison of Data Normalization Techniques on KNN Classification Performance for Pima Indians Diabetes Dataset

Yohanes Dimas Pratama, Abu Salam

693-706
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Comparative Analysis of VGG16 and ResNet50 Model Performence in Cardiac ECG Image Classification

Hanif Rizaqi, Imam Tahyudin

707-715
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Sentiment Analysis on Public Perception of the Nusantara Capital on Social Media X Using Support Vector Machine (SVM) and K-Nearest Neighbor (K-NN) Methods

Dinda Haliza, Muhammad Ikhsan

716-723
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Sentiment Analysis on the Relocation of the National Capital (IKN) on Social Media X Using Naive Bayes and K-Nearest Neighbor (KNN) Methods

Nova Wulandari, Yana Cahyana, Rahmat Rahmat, Hanny Hikmayanti

724-731
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Development of a Deployment System Architecture for a Flask-Based Chatbot Using an LSTM NLP Model for Customer Service Question & Answer

David Ramantya Mukti, Abu Salam

732-740
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Improving House Price Clustering Results with K-means through the Implementation of One-hot Encoding Pre-processing Technique

Vicka Rizqi Maulani, Mula Agung Barata, Pelangi Eka Yuwita

741-748
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Intelligent Web-Based Application for Personalized Obesity Management

I Gusti Ngurah Lanang Wijayakusuma, Made Sudarma, I Ketut Gede Darma Putra, Oka Sudana, Minho Jo

749-755
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Implementation of FP-Growth Algorithms for Promo Package Determination in a Scooter Motorcycle Workshop Business

I Gusti Ngurah Bagus Picessa Kresna Mandala, I Ketut Adi Purnawan, I Made Agus Dwi Suarjaya

756-764
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Implementation of CNN Algorithm for Indonesian Hoax News Detection on Online News Portals

Clifansi Remi Siwi Hati, Heni Sulistiani

765-774
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Sentiment Analysis of Public Comments on X Social Media Related to Israeli Product Boycotts Using The Long Short-Term Memory (LSTM) Method

Pitra Rahmadani Panggabean, Asrianda Asrianda, Hafizh Al-Kausar Aidilof

775-783
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Utilization of EfficientNet-B0 to Identify Oncomelania Hupensis Lindoensis as a Schistosomiasis Host

Moh. Raihan Dirga Putra Lamadjido, Rahmah Laila, Mohammad Yazdi Pusadan, Yuri Yudhaswana, Nouval Trezandy Lapatta, Hajra Rasmita Ngemba

784-793
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Comparison of Random Forest and Support Vector Machine Methods in Sentiment Analysis of Student Satisfaction Questionnaire Comments at ITB STIKOM Bali

Purnama Sidik, I Made Gede Sunarya, I Gede Aris Gunadi

794-802
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Comparison of CatBoost and LightGBM Models for Air Humidity Prediction

Tangkas Surya Wibawa, Novita Kurnia Ningrum, Ahmad Syahreza

803-809
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Enhancing ESG Insights Using Machine Learning: A Case Study of Top Performing Banks in Indonesia

Dean Tirkaamiana, Satrio Samudro Aji Basuki

810-818
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Modeling Productive Land Determination Using Entropy-Mabac Method Based on Multicriteria Data in Central Java Province

Mutiatun Nafisah, Saifur Rohman Cholil

819-827
- PDF
Stroke Risk Classification Using the Ensemble Learning Method of XGBoost and Random Forest

Gullam Almuzadid, Egia Rosi Subhiyakto

828-837
- PDF
Sentiment Analysis of User Reviews of the AdaKami Online Loan App from the App Store Using SVM and Naive Bayes

Wava Lativa Azzahra, Jamaludin Indra, Rahmat Rahmat, Sutan Faisal

838-850
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Sentiment Analysis on BRImo Application Reviews Using IndoBERT

Asyer Aprinando Pratama Simarmata, Theopilus Bayu Sasongko

851-862
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Development of ViScan: A Mobile Application for Skin Cancer Detection Using Ionic Framework and YOLOv10x

Alif Agsakli Haresta Haresta, Cinantya Paramita, William Dwiputra Tjahtjono

863-867
- PDF
Hamming Code in JPEG Image Steganography within the Discrete Cosine Transform Domain

Dian Zulfikar, Hermanto Hermanto

868-875
- PDF
Optimizing Customer Data Security in Water Meter Data Management Based on RESTful API and Data Encryption Using AES-256 Algorithm

Syahrul Adrianto, Bambang Agus Herlambang, Ramadhan Renaldy

876-882
- PDF
Integrating the CNN Model with the Web for Indonesian Sign Language (BISINDO) Recognition

Enisda Libra Kelana, Muhammad Riko Anshori Prasetya, Mambang ., Muhammad Zulfadhilah

883-896
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Enhancing Negative Film Colorization through Systematic CycleGAN Architectural Modifications: A Comprehensive Analysis of Generator and Discriminator Performance

Khaulyca Arva Artemysia Khaulyca, Arief Suryadi Satyawan Arief, Mokhammad Mirza Etnisa Haqiqi Mirza, Helfy Susilawati Helfy, Beni Wijaya Beni, Sani Moch Sopian Sani, Muhammad Ikbal Shamie Ikbal, Firman Firman

897-909
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Multiclass Sentiment Analysis of Electric Vehicle Incentive Policies Using IndoBERT and DeBERTa Algorithms

Muhammad Bayu Nugroho, Akhmad Khanif Zyen, Nur Aeni Widiastuti

910-919
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Comparative Study of SVM, KNN, and Naïve Bayes for Sentiment Analysis of Religious Application Reviews

Heti Aprilianti, Khothibul Umam, Maya Rini Handayani

920-927
- PDF
LSTM-Based Hand Gesture Recognition for Indonesian Sign Language System (SIBI) on Affix, Alphabet, Number, and Word

Patricia Ho, Handri Santoso

928-937
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Public Sentiment Analysis on the Boycott Israel Movement on Platform X Using Random Forest and Logistic Regression Algorithms

Rachmayanti Tri Agustin, Yana Cahyana, Kiki Ahmad Baihaqi, Tatang Rohana

938-945
- PDF
Comparison of K-Nearest Neighbors and Naive Bayes Classifier Algorithms in Sentiment Analysis of 2024 Election in Twitter (X)

Lola Enjelia, Yana Cahyana, Rahmat, Deden Wahiddin

946-954
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Detecting Fake Reviews in E-Commerce: A Case Study on Shopee Using Support Vector Machine and Random Forest

Khoirotulmuadiba Purifyregalia, Khothibul Umam, Nur Cahyo Hendro Wibowo, Maya Rini Handayani

955-965
- PDF
Fine-Tuned Transformer Models for Keyword Extraction in Skincare Recommendation Systems

Ni Putu Adnya Puspita Dewi, Desy Purnami Singgih Putri, I Nyoman Prayana Trisna

966-972
- PDF
Analysis of docker container Implementation in SIEM infrastructure

Noper Ardi, Ahmadi Irmansyah Lubis, Ikhwan Ash Shafa Arrafi

973-978
- PDF
A Real-Time Hand Gesture Control of a Quadcopter Swarm Implemented in the Gazebo Simulation Environment

Ryan Satria Wijaya, Senanjung Prayoga, Rifqi Amalya Fatekha, Muhammad Thoriq Mubarak

979-988
- PDF
Enhancing Medical Named Entity Recognition with Ensemble Voting of BERT-Based Models on BC5CDR

Fadhli Faqih Maulana, Abu Salam

989-997
- PDF
Performance of Machine Learning Algorithms on Imbalanced Sentiment Datasets Without Balancing Techniques

Dina Wulan Yekti rahayu, Khothibul Umam; Maya Rini Handayani

998-1005
- PDF
Application of Convolutional Neural Network (CNN) Algorithm with ResNet-101 Architecture for Monkey Pox Detection in Human

Al Fathir Rizal Januar, Jamaludin Indra, Dwi Sulistya Kusumaningrum, Sutan Faisal

1006-1012
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HANA: An AI Chatbot for Islamic Jurisprudence on Menstruation using SBERT and TF-IDF

Tsaura Rafah Masuzzahra, Khothibul Umam, Hery Mustofa, Maya Rini Handayani

1013-1024
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Sentiment Analysis of Youtube and Gotube Reviews on Google Play Using the Support Vector Machine (SVM) Method in Indonesia

Sri Raihan Putri, Asrianda Asrianda, Lidya Rosnita

1025-1033
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Implementation of Deep Learning with Multilayer Perceptron (MLP) for Heart Disease Prediction Using the SMOTE-ENN Technique

Erliyan Redy Susanto, Erik Saputra

1034-1041
- PDF
A Random Forest-Based Predictive Model for Student Academic Performance: A Case Study in Indonesian Public High Schools

Rifa Andriani Saputri, Asrianda Asrianda, Lidya Rosnita

1042-1049
- PDF
Geographic Information System for Mapping Accommodation Locations in Lhokseumawe City Using the AHP Method and Dijkstra's Algorithm

Aldi Wahdana, Nurdin, Sujacka Retno

1050-1057
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Scenario-Based Association Rule Mining in Veterinary Services Using FP-Growth: Differentiating Clinical and Customer-Driven Patterns

Rafi Dio, Aulia Agung Dermawan, Dwila Sempi Yusiani, Rifaldi Herikson, Andikha Andikha, Dwi Ely Kurniawan, Adyk Marga Raharja

1058-1065
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Development of AI-Based Public Safety System with Face Recognition Using CNN and SVM Models in Real-Time

Naila Ratu Alifa, Yana Cahyana, Rahmat Rahmat, Sutan Faisal

1066-1073
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A Design and Implementation of a 3-Axis UAV Drone Gimbal Rig for Testing Stability and Performance Parameters in the Laboratory

Ryan Satria Wijaya, Zulpriadi Zulpriadi, Senanjung Prayoga, Rifqi Amalya Fatekha

1074-1081
- PDF
Automatic License Plate Recognition (ALPRON) Using Optical Character Recognition Method

Purwono Prasetyawan, Muhammad Athallah Cahya Aulia, Nia Saputri Utami, Uri Arta Ramadhani

1082-1087
- PDF