Vol. 9 No. 6 (2025): December 2025

Journal of Applied Informatics and Computing (JAIC)
Volume : 9 | Number : 6 | December 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

This edition features 105 articles contributed by researchers, lecturers, and students from various higher education institutions across six countries: Indonesia, South Africa, and 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 34% , Rejection Rate 66% (Periode Vol. 9 No.6 --> 2025-10-02 - 2025-12-12)
Download : Cover || Open Access : Full Article || Certificate : Sinta3

DOI: https://doi.org/10.30871/jaic.v9i6

Published: 2025-12-12

Articles

Mapping Influence Clusters: A Network Analysis of TikTok Influencer Co-Followership Among University Students

Murimo Mutanga, Muhammad Aizri Fadillah, Tarirai Chani , Sindiy Fortuna Anuardi

2928-2936
- PDF
Identification of Latent Dimensions of Digital Readiness and Typology of Districts/Cities in Indonesia Using PCA and K-Means Clustering

Jefita Resti Sari, Fani Fahira, Latifah Zahra, Anwar Fitrianto, Kevin Alifviansyah

2937-2949
- PDF
Abstract Syntax Tree Model for Minimizing False Negative in Semantic Evaluation of Python Fill-in-the-Blank

Usman Nurhasan, Didik Dwi Prasetya, Syaad Patmanthara

2950-2956
- PDF
Implementation of Braille-Mobile Device to Help Visually and Speech-Impaired Persons Communicate Based on the Blynk IoT

Kamaruddin Kamaruddin, I Wayan Suparno, Abdul Jalil, Ahmad Fauzy, Serlina Serlina

2957-2964
- PDF
A Smart Recommendation System for Crop Seed Selection Using Gradient Boosting Based on Environmental and Geospatial Data

Aryanti Aryanti, Nanda Iryani, Khairunnisa Khairunnisa

2965-2973
- PDF
Medical Named Entity Recognition from Indonesian Health-News using BiLSTM-CRF with Static and Contextual Embeddings

Darnell Ignasius, Ika Novita Dewi , Maria Bernadette Chayeenee Norman , Ramadhan Rakhmat Sani

2974-2985
- PDF
Household Clustering in West Java Based on Stunting Risk Factors Using K-Modes and K-Prototypes Algorithms

Muhammad Yusran, Siti Nuradilla, Mega Ramatika Putri, Anwar Fitrianto, Rachmat Bintang Yudhianto

2986-2999
- PDF
Sentiment Analysis of US-China Tariffs using IndoBERT and Economic Impact on Indonesia

Fitriyana Nuril Khaqqi, Lathifah Alfat, Ida Nurhaida

3000-3011
- PDF
Performance Comparison of Multilayer Perceptron (MLP) and Random Forest for Early Detection of Cardiovascular Disease

Dita Widayanti Setiawan, Nouval Trezandy Lapatta, Amriana Amriana, Deny Wiria Nugraha, Chairunnisa Ar. Lamasitudju

3012-3024
- PDF
An Intelligent Web-Based Mental Health Management Platform with Rule-Based Music Therapy Recommendation

Mera Kartika Delimayanti, Harits Taqiy Wibowo

3025-3033
- PDF
Sentiment Analysis of Trending Topics on Social Media X Using Natural Language Processing and LSTM

Rasmila Rasmila, Yosandra Saputri, Firamon Syaki, Novri Hadinata

3034-3041
- PDF
A Roasted Coffee Bean Identification Using ResNet50 Model

Aryasatya Muhammad Aqsel, Eko Hari Rachmawanto

3042-3056
- PDF
A Two-Stage Braille Recognition System Using YOLOv8 for Detection and CNN for Classification

Tan Valencio Yobert Geraldo Setiawan, Eko Hari Rachmawanto

3057-3067
- PDF
Benchmarking Deepseek-LLM-7B-Chat and Qwen1.5-7B-Chat for Indonesian Product Review Emotion Classification

Galih Setiawan Nurohim, Heribertus Ary Setyadi, Ahmad Fauzi

3068-3078
- PDF
Identification of Source Code Plagiarism Using a Natural Language Processing (NLP) Approach Based on Code Writing Style Analysis

Muhammad Ilham Akbar, Novita Kurnia Ningrum

3079-3086
- PDF
Sentiment Analysis of the TPKS Law on Twitter: A Comparative Study of Classification Algorithm Performance

Heni Sapta Mawar, Majid Rahardi

3087-3096
- PDF
Automatic License Plate Detection System with YOLOv11 Algorithm

Nicholas Alfandhy Kurniawan, Christy Atika Sari

3097-3109
- PDF
Optimizing F1 Tyre Performance Prediction with SVC, XGBoost, and Optuna For Dutch GP 2022

Dimas Haydar Anandatama, Indra Gamayanto

3110-3117
- PDF
Orchid Species Classification Using the DenseNet121 Deep Learning Model with a Data Imbalance Handling Approach

Fadhilah Aditya Akbar, Christy Atika Sari

3118-3129
- PDF
Binary Classification for Predicting the Investment Trends of The Younger Generation Based on Machine Learning

Weka Brilliant Jaya Oktana, Ucta Pradema Sanjaya

3130-3137
- PDF
Machine Learning Based Prediction of Osteoporosis Risk Using the Gradient Boosting Algorithm and Lifestyle Data

Edwin Ibrahim Salim, Majid Rahardi

3138-3145
- PDF
Hypertension Risk Prediction Using Stacking Ensemble of CatBoost, XGBoost, and LightGBM: A Machine Learning Approach

Abisakha Saif Alfath, Ajie Kusuma Wardhana, Rumini Rumini

3146-3156
- PDF
Evaluation of SMOTE Technique in the Comparison of XGBoost and Random Forest Algorithms for Liver Disease Prediction

Wahyutri Nur Rohman, I Made Artha Agastya

3157-3167
- PDF
Opinion Classification on IMDb Reviews Using Naïve Bayes Algorithm

Amiliya Putri, Khothibul Umam, Hery Mustofa

3168-3176
- PDF
Sentiment Analysis of Coretax on Social Media X Using Naive Bayes, SVM, and LSTM for Service Improvement

Steven Dermawan, Afifah Trista Ayunda

3177-3190
- PDF
A Hybrid Approach to Music Recommendations Based on Audio Similarity Using Autoencoder and LightGBM

Winda Ardelia Aristawidya, Majid Rahardi

3191-3197
- PDF
Comparative Analysis of Random Forest and XGBoost Models for Cervical Cancer Risk Prediction using SHAP-based Explainable AI

Muhammad Agung Reza Yudha, Majid Rahardi

3198-3211
- PDF
Classification of Cat Skin Diseases Using MobileNetV2 Architecture with Transfer Learning

Dian Saputra Aji, Wahid Miftahul Ashari, Dony Ariyus

3212-3219
- PDF
Balancing Student Specialization Class Placement Based on Interests and Talents Using K-Means Clustering and Genetic Algorithm

Chaidir Chalaf Islamy, Muhammad Andika Oktaviansyah

3220-3233
- PDF
Comparative Analysis of Random Forest, SVM, and Naive Bayes for Cardiovascular Disease Prediction

Windy Aldora Rayadhani, Majid Rahardi

3234-3243
- PDF
Segmentation of Generation Z Spending Habits Using the K-Means Clustering Algorithm: An Empirical Study on Financial Behavior Patterns

Gunawan Sylvester, Majid Rahardi

3244-3258
- PDF
Improving News Text Classification Using a Hybrid C5.0-KNN Model

Liza Wikarsa, Algy Ngenget, Andrew Tumewu , Miracle Kalempouw , Edgard Oley

3259-3269
- PDF
Evaluating the Impact of Random Over Sampling on IndoBERT Performance for Indonesian Sentiment Analysis

Dimas Ramadhan Alfinsyah, Bambang Pilu Hartato

3270-3282
- PDF
Analysis of Stacking Ensemble Method in Machine Learning Algorithms to Predict Student Depression

Naouthla Asia Levina, Majid Rahardi

3283-3294
- PDF
Analysis of Deep Learning Algorithms Using ConvNeXt and Vision Transformer for Brain Tumor Disease

Gilang Ekayanda, Majid Rahardi

3295-3304
- PDF
Comparative Study of SVM and Decision Tree Algorithms on the Effect of SMOTE Technique on LinkAja Application

Muhammad Kholfan Faruq, Khothibul Umam, Mokhamad Iklil Mustofa, Adzhal Arwani Mahfudh

3305-3311
- PDF
Classification For Determining Nutritional Status of Toddlers Using Random Forest Method at Tanah Pasir Primary Health Centre, North Aceh

Indana Sofyan Iryad, Mukti Qamal, Ar Razi

3312-3321
- PDF
Sentiment Analysis on Google Play Store Reviews to Measure User Perception of the Gojek Application Using CNN

Cahya Rahmi Anissa, Ken Ditha Tania, Winda Kurnia Sari

3322-3328
- PDF
Expert System for Early Detection of Postpartum Complications Using Certainty Factor Method

Nurhayati Nurhayati, Mumpuni Intan Pertiwi, Maulana Rifky Kholilurrohman, Naraya Kyesa Tamarussal

3329-3337
- PDF
Hyperparameter Optimization and Feature Selection Analysis on the XGBoost Model for Hepatitis C Infection Prediction

Nadia Martha Lefi, Majid Rahardi

3338-3345
- PDF
Data Streaming Pipeline Model Using DBSTREAM-Based Online Machine Learning for E-Commerce User Segmentation

Muhammad Adin Musababa, Muhammad Fachrie

3346-3355
- PDF
Programming Assessment in E-Learning through Rule-Based Automatic Question Generation with Large Language Models

Halim Teguh Saputro, Usman Nurhasan, Vivi Nur Wijayaningrum

3356-3362
- PDF
Analysis of Naive Bayes Algorithm for Lung Cancer Risk Prediction Based on Lifestyle Factors

Sheila Anggun Vabilla, Majid Rahardi

3363-3369
- PDF
Transfer Learning Analysis on Tuberculosis Classification Using MobileNetV2 Architecture Based on Chest X-Ray Images

Ali Samsul Latupono, Majid Rahardi

3370-3373
- PDF