Journal of Applied Informatics and Computing

Current Issue

Vol. 9 No. 2 (2025): April 2025

Journal of Applied Informatics and Computing (JAIC)
Volume : 9 | Number : 2 | April 2025 | e-ISSN : 2548-6861

Frequency : 5 issue per year (starting in 2025)
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ, Sinta3, Ebsco, etc

Volume 9, Number 2, this time consists of 50 articles from researchers, lecturers, and students from 25 national institutions. 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

Published: 2025-03-07

Articles

Balancing CICIoV2024 Dataset with RUS for Improved IoV Attack Detection

Muhammad David Firmansyah, Ifan Rizqa, Fauzi Adi Rafrastara

250-257
- PDF
Effectiveness of AdaBoost and XGBoost Algorithms in Sentiment Analysis of Movie Reviews

I Gusti Ayu Nandia Lestari, Ni Made Rai Masita Dewi, Komang Gita Meiliana, I Komang Agus Ady Aryanto

258-264
- PDF
Implementation of SVM Algorithm to Predict Song Popularity based on Sentiment Analysis of Lyrics

Quiin Latifah Almatin Lubis, Arif Akbarul Huda

265-272
- PDF
Baby Cry Classification Using Ensemble Learning and Whisper Method Comparison

I Putu Yogi Prasetya Dharmawan, I Made Agus Dwi Suarjaya, Wayan Oger Vihikan

273-283
- PDF
Comparison of ResNet-50, EfficientNet-B1, and VGG-16 Algorithms for Cataract Eye Image Classification

Ilham Santoso, Ayub Michaelangelo Manurung, Egia Rosi Subhiyakto

284-294
- PDF
Magnetic Resonance Imaging for Breast Cancer Classification Using Convolutional Neural Networks

Adiyah Mahiruna, Rachmat Destriana, Rahmat Riansyah

295-301
- PDF
Breast Cancer Detection using Decision Tree and Random Forest

Fergie Joanda Kaunang, Bhustomy Hakim, Fedelis Fraderic, Sherren Hartono, Andrew Kristanto Mulyanto

302-309
- PDF
The Application of Deep Learning for Skin Disease Classification Using the EfficientNet-B1 Model

Ayub Michaelangelo Manurung, Ilham Santoso, Egia Rosi Subhiyakto

310-317
- PDF
Comparison of Support Vector Machine and Decision Tree Algorithm Performance with Undersampling Approach in Predicting Heart Disease Based on Lifestyle

Gusti Ayu Putu Febriyanti, Anna Baita

318-327
- PDF
Comparison of Support Vector Machine (SVM) and Random Forest (RF) Algorithm Performance with Random Undersampling Technique to Predict Gestational Diabetes Mellitus Risk

Annisa Damayanti, Anna Baita

328-337
- PDF
Machine Learning-Based Approach for HIV/AIDS Prediction: Feature Selection and Data Balancing Strategy

Abdul Mizwar A Rahim, Ahmad Ridwan, Bambang Pilu Hartato, Firman Asharudin

338-347
- PDF
Comparison of Machine Learning Methods for Menstrual Cycle Analysis and Prediction

Mutiara Khairunisa, Desak Made Sidantya Amanda Putri, I Gusti Ngurah Lanang Wijayakusuma

348-353
- PDF
Detection of Political Hoax News Using Fine-Tuning IndoBERT

Charlotte Jocelynne, IGN Lanang Wijayakusuma, Luh Putu Ida Harini

354-360
- PDF
Aspect-Based Sentiment Analysis with LDA and IndoBERT Algorithm on Mental Health App: Riliv

Firda Ayu Dwi Aryanti, Ardytha Luthfiarta, Dennis Adiwinata Irwan Soeroso

361-375
- PDF
Prediction of Corrosion Inhibitor Efficiency Based on Quinoxaline Compounds Using Polynomial Regression

Bastion Jader Rana, Noor Ageng Setiyanto, Muhamad Akrom

376-381
- PDF
Effect of Virtual Sample Generation in Predicting Corrosion Inhibition Efficiency on Pyridazine

Ilham Pratama Aldiansah, Muhamad Akrom

382-389
- PDF
Expert System for Diagnosing Shallot Plant Diseases Using the Forward Chaining Method

Dani Ahmad Izzul Haq, Yani Parti Astuti, Daffa Yusa Aditama

390-397
- PDF
Implementation of LSTM Method on Tidal Prediction in Semarang Region

Panreshma Rizkha Ambadar, Dian C Rini Novitasari, Yuniar Farida, Moh Hafiyusholeh, Fajar Setiawan

398-304
- PDF
Aspect-Based Sentiment Analysis of Reviews for Pandawa Beach Using Naive Bayes and SVM Methods

Made Ayu Asri Oktarini Putri, I Wayan Sumarjaya, I Gusti Ngurah Lanang Wijayakusuma

305-313
- PDF
Twitter Sentiment Classification towards Telecommunication Provider Users in Indonesia

Fernanda Mulya Syah Putra, Sindhu Rakasiwi, Noval Ariyanto

314-321
- PDF
Sentiment Analysis Using LSTM Algorithm Regarding Grab Application Services in Indonesia

Akbar Rikzy Gunawan, Rifda Faticha Alfa Aziza

322-332
- PDF
Long Short-Term Memory as a Rainfall Forecasting Model for Bogor City in 2025-2026

Nur Anggraini Fadhilah, Muhammad Abshor Dzulhij Rizki, Muhammad Ryan Azahran, Siti Arbaynah, Rakesha Putra Antique Yusuf, Yenni Angraini, Muhammad Rizky Nurhambali

333-340
- PDF
Named Entity Recognition for Medical Records of Heart Failure Using a Pre-trained BERT Model

Mikael Triartama Manurung, I Gusti Ngurah Lanang Wijayakusuma, I Putu Winada Gautama

341-348
- PDF
Application of Naive Bayes and Forward Chaining Methods in a Web-Based Expert System for Stunting Diagnosis in Toddlers

Ayu Fadilah, Raissa Amanda Putri

349-355
- PDF
Implementation of Naive Bayes Algorithm for Early Detection of Stunting Risk

Nita Mirantika, Ragel Trisudarmo, Tri Septiar Syamfithriani

356-363
- PDF
Comparing Decision Tree and Support Vector Machines in Hospital Satisfaction

Dinda Anggraini, Indra Gamayanto, Sasono Wibowo

364-372
- PDF
Optimizing Customer Loyalty Through The Information System Customer Approach at Harapan Hospitals

Angelia Dwi Ceissa, Indra Gamayanto, Sasono Wibowo

373-382
- PDF
Optimization of Application Deployment Architecture in Container Orchestration

Mochamad Rizal Fachrudin, Ahmad Rofiqul Muslikh

383-392
- PDF
Evaluation of Wireless LAN Quality of Service (QoS) in Primary Education Using TIPHON Standards

Hizkiana Ruli Oktaseli, Andika Agus Slameto

393-403
- PDF
Enhancing Website Security Using Vulnerability Assessment and Penetration Testing (VAPT) Based on OWASP Top Ten

Diana Rohmaniah, Wahid Miftahul Ashari, Lukman Lukman, Andriyan Dwi Putra

404-411
- PDF
Optimization of Inventory Management with QR Code Integration and Sequential Search Algorithm: A Case Study in a Regional Revenue Office

Moh Fajar, Ryfial Azhar, Yusuf Anshori, Rahma Laila, Rinianty ., Nouval Trezandy Lapatta

412-420
- PDF
Implementation of Fisher-Yates Shuffle and Fuzzy Tsukamoto in Nusantara Educational Game

Khairul Insan Karim, Chairunnisa Lamasitudju, Ryfial Azhar, Fizar Syafaat, Anisa Yulandari

421-431
- PDF
SciBERT Optimisation for Named Entity Recognition on NCBI Disease Corpus with Hyperparameter Tuning

Abu Salam, Syaiful Rizal Sidiq

432-441
- PDF
Development of an IoT-Based Mobile Plastic Shredder for Optimized Waste Management in Batam

Ansarullah Lawi, Aulia Agung Dermawan, Dwi Ely Kurniawan , Yuni Roza, Thania Ardilla, Jaswin .

442-449
- PDF
Comparative Performance Analysis of GRPC and Rest API Under Various Traffic Conditions and Data Sizes Using a Quantitative Approach

Moch. Zukhruf Ain, Rizka Ardiansyah, Septiano Anggun Pratama, Muhammad Akbar, Nouval Trezandy Lapatta

450-457
- PDF
Design and Development of an iOS Application for Early Detection and Monitoring of Scoliosis Using Core Motion

Gwynneth Isviandhy, Adi Suryaputra Paramita

458-467
- PDF
Design and Development of an iOS-Based AAC Application to Assist Nonverbal Autistic Children in Communication

Lisandra Nicoline Odelia, Adi Suryaputra Paramita

468-474
- PDF
Heavy Equipment Rental Information System Development using the Prototyping Method

Yuli Fitrisia, Marcel Owen

475-482
- PDF
Analysis of Digital Readiness in the Social Assistance Distribution System with the Unified Theory of Acceptance and Use of Technology (UTAUT)

Soni Adiyono, Noor Latifah, Diana Laily Fithri

483-489
- PDF
Implementation and Evaluation of User-Centered Design in an Online New Student Admissions System for Early Childhood Education

Mutia Sari Zulvi, Nina Fadilah Najwa, Nindi Lestia Ningsih

490-500
- PDF
Application of the Think Aloud and System Usability Scale (SUS) Methods in Usability Evaluation in Online Transportation Applications for the Elderly

Aneke Putri Nadila, Tranggono, Mega Cattleya Prameswari Anissa Islami

501-510
- PDF
System Usability Scale (SUS) Model in Evaluating Internal Quality Audit Systems for Accreditation Process Optimization

Yudie Irawan; Fitri Budi Suryani, Savitri Wanabuliandari; Syafiul Muzid

511-516
- PDF
The Role of Marketplaces in Assisting MSME Growth Using the Systematic Literature Review Method

Rizqi Kurnia Sari, Muhammad Adie Syaputra

517-525
- PDF
Twitter Sentiment Analysis on Digital Payment in Indonesia Using Artificial Neural Network

Siska Febriani, Vera wati, Yuli Wijayanti, Irwan Siswanto

526-533
- PDF
Performance Analysis of the Item-Based Collaborative Filtering Model in Yogyakarta Tourism Recommendations

Melany Mustika Dewi, Ria Andriani, M. Nuraminudin

534-541
- PDF
Comparative Study of the ARIMA Method and Multiple Linear Regression in Metro City Population Growth Projections

Tri Aristi Saputri, Allien Moetiara Rachma Ajiz, Dani Febritama

542-546
- PDF
Implementation of K-Means Clustering in Grouping Sales Data at Zura Mart

Miranda ., Sriani .

547-555
- PDF
Implementation of Apriori Algorithm in Identifying Purchase Relationships at Bluder Cokro Pakuwon Mall

Angeline Ivana, Indra Maryati

556-563
- PDF
Sentiment Analysis for the 2024 DKI Jakarta Gubernatorial Election Using a Support Vector Machine Approach

Mariani ., Dwi Shinta Angreni, Sri Khaerawati Nur, Rinianty ., Deni Luvi Jayanto

564-570
- PDF

View All Issues

Journal of Applied Informatics and Computing (JAIC) is a peer-reviewed open access journal. We invite lecturers, researchers and students to exchange and disseminate theories and practices oriented towards the application of informatics and computing. Submitted papers can be written in Indonesian and English (preferably) for the initial review stage by the editor and two reviewers. The Journal covers the whole spectrum of applied informatics and computing, which includes, but is not limited to: Applied Informatics, Applied Computing, Applied Mathematics, Applied Network Computing.

Journal of Applied Informatics and Computing (JAIC) is a journal published by Study Program of Informatic Engineering, Politeknik Negeri Batam. Starting in 2025, JAIC will be issued five times a year in electronic form. The electronic pdf version is accessible on the internet free of charge. We encourage all interested contributors to submit their work for consideration. e-ISSN: 2548-6861.

Starting in 2025, JAIC will be issued five times a year in electronic form.
Paper Submission Date: Any time
Online Publication Date: Last date of February, April, July, October, December.
Register and Submit Your Paper || Download: Template JAIC.

Journal of Applied Informatics and Computing (JAIC) has been indexed by:

Current Issue

Articles

submit

tools

issn