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Home > Vol 7, No 1

Vol 7, No 1: January 2026

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: 410 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: 327 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: 399 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: 400 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: 388 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: 342 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: 399 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: 368 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: 295 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: 332 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: 370 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: 330 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: 390 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: 383 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: 324 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: 365 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: 316 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: 362 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: 364 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: 281 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: 334 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: 300 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: 288 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: 308 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: 341 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: 292 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: 286 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: 324 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: 401 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: 276 Viewers 10.47738/jads.v7i1.1137

PDF 458-474

Stacked LSTM with Multi Head Attention Based Model for Intrusion Detection S Phani Praveen, Padmavathi Panguluri, Uddagiri Sirisha, Deshinta Arrova Dewi, Tri Basuki Kurniawan, Lusiana Efrizoni Abstract: 281 Viewers 10.47738/jads.v7i1.764

PDF 475-488

Predicting Gender from Online Dating Self-Introductions Using Machine Learning, Deep Learning, and DistilBERT Lionel F. Gonzalez Casanova, Wen-Ju Chen, Hsi-Sheng Wei Abstract: 248 Viewers 10.47738/jads.v7i1.979

PDF 489-505

Enhancing the Robustness of Adaptive Class Activation Mapping (AD-CAM) Against Noisy Facial Expression Data Using Preprocessing and Adaptive Normalization Dwi Sugianto, Taqwa Hariguna, Fandy Setyo Utomo Abstract: 207 Viewers 10.47738/jads.v7i1.1005

PDF 506-516

CNN-LSTM with Multi-Acoustic Features for Automatic Tajweed Mad Rule Classification Nenny Anggraini, Yusuf Rahman, Achmad Nizar Hidayanto, Husni Teja Sukmana Abstract: 231 Viewers 10.47738/jads.v7i1.1062

PDF 517-528

Comparative Study of CNN-Based Architectures for Early Brain Tumor Diagnosis Lakshmi D, Pragash C, Malathy Batumalay, Karthick Manoj R Abstract: 210 Viewers 10.47738/jads.v7i1.920

PDF 529-540

Robust Predictive Model for Heart Disease Diagnosis Using Advanced Machine Learning Techniques Rini Sovia, M. Khairul Anam, Irzal Arief Wisky, Randy Permana, Nadya Alinda Rahmi, Ruri Hartika Zain Abstract: 249 Viewers 10.47738/jads.v7i1.1092

PDF 541-553

GAN-Enhanced Radial Basis Function Networks for Improved Landslide Susceptibility Mapping Chyntia Raras Ajeng Widiawati, Ika Maulita, Yuli Purwati, Arif Mu'amar Wahid Abstract: 206 Viewers 10.47738/jads.v7i1.1035

PDF 554-566

Software to predict maternal and child health risks with machine learning Fitriana Fitriana, Zulkifli Zulkifli, Sri Rahayu Abstract: 210 Viewers 10.47738/jads.v7i1.1088

PDF 567-579

Multimodal AI Framework for Sign Language Recognition and Medical Informatics in Hearing-Impaired Patients Pratya Nuankaew, Parin Khamthep, Patdanai Jaitem, Kuljira S. Nuankaew, Kaewpanya S. Nuankaew, Wongpanya S. Nuankaew Abstract: 531 Viewers 10.47738/jads.v7i1.1096

PDF 580-593

Gamified Digital Intervention to Reduce Online Game Gambling Tendency among Youth: A TAM–SDT Evaluation Yulyanto Yulyanto, Erik Kurniadi, Dede Husen, Fahmi Yusuf Abstract: 279 Viewers 10.47738/jads.v7i1.1095

PDF 594-609

Lightweight Brain Tumor Classification with Histogram Oriented Gradients (HOG) Features and Class-Weighted Support Vector Machine (SVM) Budi Warsito, Husni Fadhilah, Puspita Kartikasari, Arief Rachman Hakim Abstract: 215 Viewers 10.47738/jads.v7i1.1018

PDF 610-623

Financial Inclusion as a Pathway to Sustainable Development: Regional Evidence from ASEAN and the Case of Vietnam Nguyen Tien Khoi, Le Quoc Dinh Abstract: 200 Viewers 10.47738/jads.v7i1.1027

PDF 624-637

Navigating Institutional Pressures and Cognitive Aspects: Strategies for Sustainable Corporate Performance in Creative Industries Iskhak Ishkak, Setyo Ferry Wibowo, Suparno Suparno Abstract: 188 Viewers 10.47738/jads.v7i1.1058

PDF 638-654

A Dual Pathway of Governmental Support for SME Performance: Paradoxical Impact of Organizational Learning Capabilities Ngoc Bich Do, Hue Minh Nguyen, Hai-Ninh Do, Kim Thao Nguyen, Tra My Nguyen Abstract: 185 Viewers 10.47738/jads.v7i1.1091

PDF 655-669

A Practical YOLO Approach to Classifying Thai Freshwater Snails of Economic Significance Wongpanya S. Nuankaew, Jirasak Aunban, Thanapoom Kansuree, Kuljira S. Nuankaew, Kaewpanya S. Nuankaew, Pratya NUANKAEW Abstract: 203 Viewers 10.47738/jads.v7i1.1099

PDF 670-685

Quantum-Inspired Optimization for Traffic Congestion: A QUBO-Based Approach with Simulated Annealing Toufan Diansyah Tambunan, Andriyan Bayu Suksmono, Ian Joseph Matheus Edward, Rahmat Mulyawan Abstract: 212 Viewers 10.47738/jads.v7i1.905

PDF 686-702

UAV Imagery-Based Potential Forest Fire Detection Using YOLOv10 Jasman Pardede, Muhamad Rifki Pratama, Rizka Milandga Milenio Abstract: 238 Viewers 10.47738/jads.v7i1.1052

PDF 703-714

Feature Engineering for Tropical Rainfall Forecasting Using Random Forest and Support Vector Regression Cepy Slamet, Rizka M Imron, Agung Wahana, Dian Sa'adillah Maylawati, Wildan Budiawan Zulfikar, Muhammad Ali Ramdhani Abstract: 217 Viewers 10.47738/jads.v7i1.1111

PDF 715-728

Spatial Analysis of Ensemble Learning Models for Agricultural Drought Early Warning Sudianto Sudianto, Khoirun Ni'amah, Atika Ratna Dewi, Afan Ramadhan, Jeti Aprilia, Arsita Wiwit Tiyaswening, Syalaisha Nisrina Anataya Abstract: 203 Viewers 10.47738/jads.v7i1.1108

PDF 729-742

Adaptive Test Model Enhancement Based on Salmon Salar Optimization and Partially Observable Markov Decision Process Rujianto Eko Saputro, Fandy Setyo Utomo, Linda Perdana Wanti Abstract: 197 Viewers 10.47738/jads.v7i1.1065

PDF 743-757

Leveraging Generative AI in Vehicles for Enhanced Driver Safety and Advanced Communication Systems Vinoth Kumar P, Sri Anadha Ganesh T, M Batumalay, S N Kumar, Gunapriya Devarajan, Bhuvaneshwari K, Kesavan T, Lakshmi Praba S, Nandhanaa K S Abstract: 140 Viewers 10.47738/jads.v7i1.809

PDF 758-772

Dynamic IoT–PID Control for Energy-Efficient Water Distribution: EPANET-Based Digital Twin Validation in Varied Geographical Terrains Bagus Adhi Kusuma, Khairunnisak Nur Isnaini, Aulia Hamdi Abstract: 115 Viewers 10.47738/jads.v7i1.1188

PDF 773-785

Analyzing Student Sentiments and Insights on Generative AI for Independent Learning in Universities Ni Made Satvika Iswari, I Nyoman Yudi Anggara Wijaya, Ni Putu Widya Yuniari Abstract: 107 Viewers 10.47738/jads.v7i1.1083

PDF 786-801

Global Air Quality Index Prediction Using Machine Learning on Major Pollutants Richard Santoso, Karto Iskandar Abstract: 93 Viewers 10.47738/jads.v7i1.1112

PDF 802-814

Face Detection Based on Anti-Spoofing with FaceNet Method for Filtering Contract Cheating in Online Exam Erik Iman Heri Ujianto, I Gede Susrama Mas Diyasa, Achmad Junaidi, Ryan Reynickha Fatullah, Wahyu Melinda Permanasari, Allan Ruhui Fatmah Sari Abstract: 78 Viewers 10.47738/jads.v7i1.1167

PDF 815-832