Vol 7, No 1

January 2026

DOI: https://doi.org/10.47738/jads.v7i1

Early Access articles are intended to help authors get published as quickly as possible. Early Access articles are peer-reviewed and accepted for publication, but may not be fully edited or assigned to a publication issue or volume. All Early Access articles are fully citable as soon as they appear on the journal's website.

Table of Contents

Articles

The Effect of Globalization on Income Inequality in Developing Countries: A Bayesian Approach
Phan Dien Vy, Dang Thi Ngoc Lan, Dao Le Kieu Oanh
Abstract: 5 Viewers 10.47738/jads.v7i1.948
PDF
1-15
Assessing Large Language Models for Zero-Shot Dynamic Question Generation and Automated Leadership Competency Assessment
I Gusti Bagus Yogiswara Gheartha, Adiwijaya Adiwijaya, Ade Romadhony, Yusfi Ardiansyah
Abstract: 2 Viewers 10.47738/jads.v7i1.970
PDF
16-36
Hybrid Deep Learning for Image Authenticity: Distinguishing Between Real and AI-Generated Images
Wella Wella, Suryasari Suryasari, Ririn Ikana Desanti
Abstract: 3 Viewers 10.47738/jads.v7i1.991
PDF
37-47
Digital Financial Literacy, Entrepreneurial Competencies and Local Government Initiatives: Keys to SMEs’ Sustainability
Ati Sumiati, Dwi Kismayanti Respati, Annisa Lutfia, Kuat Waluyo Jati
Abstract: 2 Viewers 10.47738/jads.v7i1.997
PDF
48-60
SiMoI New Method to Solve the Sparsity Problem in Collaborative Filtering
Hendra Kurniawan, Sri Lestari, Sushanty Saleh, Rafli Banu Satrio
Abstract: 2 Viewers 10.47738/jads.v7i1.1015
PDF
61-71
Assessing Consumer Perception in Muslim-made Cosmetics: A Relationship Quality Perspective
Kurnia Budhy Scorita, Agung Wahyu Handaru, Setyo Ferry Wibowo
Abstract: 2 Viewers 10.47738/jads.v7i1.1016
PDF
72-88
Improving University Ranking Robustness Using Rank Geometric Weight Integration with CoCoSo Method for Reducing Ordinal Weighting Instability
Septi Andryana, Teddy Mantoro, Achmad Benny Mutiara, Ernastuti Ernastuti, Prihandoko Prihandoko, Aris Gunaryati
Abstract: 9 Viewers 10.47738/jads.v7i1.1024
PDF
89-100
Time Series Forecasting of Environmental Dynamics in Urban Ecotourism Forest Using Deep Learning
Ade Rahmat Iskandar, Arif Imam Suroso, Irman Hermadi, Lilik Budi Prasetyo
Abstract: 2 Viewers 10.47738/jads.v7i1.1029
PDF
101-115
Unveiling the Pathways from Parenting to Entrepreneurship: A Structural Equation Modeling Approach
Maulana Amirul Adha, Nova Syafira Ariyanti, Ferry Setyadi Atmadja, Mayang Riyantie, Nina Farliana, Rudy Ansar
Abstract: 2 Viewers 10.47738/jads.v7i1.1031
PDF
116-129
Applied Data Science for Sustainability Marketing: Evidence from Structural Equation Modeling of Organic Product Consumers
Setyo Ferry Wibowo, Terrylina Arvinta Monoarfa, Sholikhah Sholikhah, Ujang Sumarwan, Ika Febrilia
Abstract: 2 Viewers 10.47738/jads.v7i1.1047
PDF
130-147
Hybrid Transformer-XGBOOST Model Optimized with Ant Colony Algorithm for Early Heart Disease Detection: A Risk Factor-Driven and Interpretable Method
Moch Deny Pratama, Faris Abdi El Hakim, Dimas Novian Aditia Syahputra, Dodik Arwin Dermawan, Asmunin Asmunin, Salamun Rohman Nudin, Andi Iwan Nurhidayat
Abstract: 2 Viewers 10.47738/jads.v7i1.969
PDF
148-164
User Interface Design for Gamification of Ethnomathematics Data/Content Based on Challenges of Local Wisdom
I Ketut Lokasanti, Dewa Gede Hendra Divayana, I Gde Wawan Sudatha, I Wayan Sukra Warpala
Abstract: 2 Viewers 10.47738/jads.v7i1.987
PDF
165-182
Process Design of Software Library Development for Deep Learning Module in Java Programming with Four-Phase Methodology: Preparation, Identification, Design, and Development
Ali Ridho Barakbah, Oktavia Citra Resmi Rachmawati, Tita Karlita
Abstract: 2 Viewers 10.47738/jads.v7i1.989
PDF
182-202
Multiclass Skin Lesion Classification Algorithm using Attention-Based Vision Transformer with Metadata Fusion
Mhd. Furqan, Norliza Katuk, Dedy Hartama
Abstract: 2 Viewers 10.47738/jads.v7i1.1017
PDF
203-217
IndoBERT-SupCon: A Supervised Contrastive Learning Model for Analyzing Public Perception on Halal Tourism
Sri Mona Octafia, Rio Andika Malik, Annisa Weriframayeni, Delpa Delpa
Abstract: 7 Viewers 10.47738/jads.v7i1.1045
PDF
218-231
Data-Driven Forecasting of Special Education Enrollment: An Explainable Machine Learning Approach
Raul Alberto Garcia Castro, Wildon Rojas Paucar, Elena Miriam Chavez Garces, Rubens Houson Pérez-Mamani
Abstract: 11 Viewers 10.47738/jads.v7i1.1046
PDF
232-248
A Stacking Ensemble Model for Predicting Student High School Graduation Outcomes
Fitriyani Fitriyani, Ari Amir Alkodri, Fajar Aswin
Abstract: 4 Viewers 10.47738/jads.v7i1.1067
PDF
249-260
Type Deep Learning Model for Multi-Label Waste Classification in Canal Environments: A Comparative Study with CNN Architectures
Najirah Umar, Billy Eden William Asrul, Yuyun Yuyun
Abstract: 2 Viewers 10.47738/jads.v7i1.1066
PDF
261-276
EagleEyes: An Artificial Intelligence-Based Approach for Automatic Traffic Violation Detection Using Deep Learning
Windu Gata, Muhammad Haris, Maria Irmina Prasetiyowati, Sony Harianto
Abstract: 2 Viewers 10.47738/jads.v7i1.1097
PDF
277-289
Data-Driven Evaluation of a Gamified Breath-Holding Training Application to Improve CT Scan Quality and Reduce Patient Anxiety
Vinoth Kumar P, Ganga M, Vijayakumar K, Umamaheswari K, Gunapriya Devarajan, M Batumalay
Abstract: 4 Viewers 10.47738/jads.v7i1.804
PDF
290-302
A Mixed-Methods Design for Analyzing Telemedicine Adoption: An Information Systems Approach Integrating TAM–ISS, Digital Literacy, and Usability
Fahmi Yusuf, Yulyanto Yulyanto, Rio Priantama
Abstract: 2 Viewers 10.47738/jads.v7i1.1084
PDF
303-325
Applying Structural Equation Model to Explore the Impact of Performance Management on Business Performance at Small and Medium Enterprises
Trang Nguyen Thi Thu, Phan Thanh Tam
Abstract: 6 Viewers 10.47738/jads.v7i1.1135
PDF
326-343
The Application of Deep Learning in Qur’anic Tafsir Retrieval Using SBERT, FAISS and BERT-QA
Asti Herliana, Ina Najiyah, Sari Susanti, Lutfhi Muayyad Billah
Abstract: 2 Viewers 10.47738/jads.v7i1.1000
PDF
344-356
Self-consistency and Graph-based Filtering to Enhance Synthetic Arabic SMS Generation for Smishing Detection
Amal Alotaibi, Miada Almasre, Hadeel Surougi, Mona Alkhozae, Nouf Alghanmi
Abstract: 2 Viewers 10.47738/jads.v7i1.1033
PDF
357-383
MYCD: Integration of YOLO-CNN and DenseNet for Real-Time Road Damage Detection Based on Field Images
Helda Yenni, Rometdo Muzawi, Karpen Karpen, M. Khairul Anam, Michel Kasaf, Tjut Rizqi Maysyarah Hadi, Dewi Sari Wahyuni
Abstract: 4 Viewers 10.47738/jads.v7i1.1040
PDF
384-395
Understanding User Needs for a Mobile Health Application: Insights into Fasting, Training, and Muscle Development
Lila Setiyani, Eldawati Eldawati, Wafiqah Yasmin Azhar, Devi Fajar Wati, Dedih Dedih, Hanny Hikmayanti
Abstract: 2 Viewers 10.47738/jads.v7i1.1074
PDF
396-408
TF-EffBiGRU-AttNet: A Novel Deep Learning Framework for Spatio-Temporal Energy Demand Forecasting in Electric Vehicle Charging Networks
S Prakash, S Aruna Mary, G Sudhagar, M Batumalay
Abstract: 2 Viewers 10.47738/jads.v7i1.805
PDF
409-424
Image-Based Detection of Reduced Security Features in Indonesian Banknotes Using U-Net Architecture
Silfia Andini, Tukino Tukino
Abstract: 2 Viewers 10.47738/jads.v7i1.1087
PDF
425-437
Model Integration of Information Technology in Optimizing the Food Supply Chain of the Free Nutritious Meal (MBG) Program to Reduce Food Waste
Yulius Hari, Minny Elisa Yanggah, Arief Budiman
Abstract: 3 Viewers 10.47738/jads.v7i1.1039
PDF
438-457
Applied Data Science for Testing the Impact of Intangible Resources on Business Performance of SMEs
Le Dinh Hac, Phan Thanh Tam
Abstract: 7 Viewers 10.47738/jads.v7i1.1137
PDF
458-474