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Home > Vol 7, No 2

Vol 7, No 2: May 2026

Table of Contents

Articles

A Modified Watershed Algorithm for Rice Plant Growth Stage Analysis Teri Ade Putra, Yuhandri Yuhandri, Agung Ramadhanu Abstract: 334 Viewers 10.47738/jads.v7i2.1117

PDF 833-848

Nutritionally Balanced Menu Optimization for a Healthy Lifestyle using Integer Linear Programming Suwarno Suwarno, Anderson Arvando, Davina Davina, Brain Gantoro, Hendi Sama, Deli Deli Abstract: 398 Viewers 10.47738/jads.v7i2.1141

PDF 849-865

A Hybrid TF-IDF and Knowledge Graph-Enhanced Retrieval-Augmented Generation Framework with Large Language Models for Domain-Aware Question Answering Lilyani Asri Utami, Hilda Rachmi, Syarif Hidayatulloh Abstract: 388 Viewers 10.47738/jads.v7i2.1136

PDF 866-881

Development of Color Segmentation and Texture Analysis Algorithms for Early Detection of Green Vegetable Deterioration in Retail Environments Dinul Akhiyar, Iskandar Fitri, Gunadi Widi Nurcahyo Abstract: 272 Viewers 10.47738/jads.v7i2.1094

PDF 882-896

Multidimensional Data-Driven Modeling of Sustainable E-Commerce Development with Direct and Interaction Effects Mai Thanh Loan, Phan Thanh Tam Abstract: 331 Viewers 10.47738/jads.v7i2.1213

PDF 897-913

RankPro-M Method to Alleviate the Sparsity Problem in Collaborative Filtering Sri Lestari, Yulmaini Yulmaini, Suhendro Yusuf Irianto, Hari Sabita Abstract: 245 Viewers 10.47738/jads.v7i2.1173

PDF 914-925

An Adaptive Random Forest for Data Stream Sentiment Classification under Concept Drift Brian Farrel Arkana, Sudianto Sudianto, Nenen Isnaeni Abstract: 329 Viewers 10.47738/jads.v7i2.1153

PDF 926-939

SME Business Intelligence Support Using Retrieval-Augmented Generation and RFM Segmentation Rosalina Rosalina, Noor Lees Ismail, Genta Sahuri, Joseph Tedja Nugraha Wibawa Abstract: 306 Viewers 10.47738/jads.v7i2.1163

PDF 940-951

Applying Transfer Learning on Various GNN Model Training in Indoor Positioning System Tasks Kevin Wijaya, Hanif Muhammad Sangga Buana, Gede Putra Kusuma Abstract: 266 Viewers 10.47738/jads.v7i2.1150

PDF 952-966

Improved Hybrid GoogLeNet-Based Deep Learning Optimization for Standardized Straw Mushroom Quality Classification in Indonesia Bayu Priyatna, Titik Khawa Abdurahman, Muhammad Fahmi Miskon, April Lia Hananto, Agustia Tia Hananto, Aviv Yuniar Rahman Abstract: 299 Viewers 10.47738/jads.v7i2.1206

PDF 967-982

Utilization of K-means Clustering for Classifying Diabetes Risk Populations According to Health Behaviors and 3Es-2Ss Health Literacy Supaporn Yodmunee, Wongpanya S. Nuankaew, Thapanapong Sararat, Pratya Nuankew Abstract: 227 Viewers 10.47738/jads.v7i2.1042

PDF 983-998

A Hybrid Method for Low-Resource Named Entity Recognition Do Minh Duc, Quan Xuan Truong, Viet Tran Hong, Le Hoang Anh, Mac Thi Minh Tra, Nguyen Van Thuy, Le Hai Ha, Vinh Nguyen Van Abstract: 250 Viewers 10.47738/jads.v7i2.1161

PDF 999-1019

Pattern Recognition of Puta Dino Fabric Using Web-Based Convolutional Neural Network Method Luther Alexander Latumakulita, Silviani Esther Rumagit, Hence Beedwel Lumentut, Frangky Jessy Paat, Jaidun Ramadhan Kaplale, Enny Itje Sela Abstract: 276 Viewers 10.47738/jads.v7i2.1103

PDF 1020-1035

Determinants of Student Behavior to Use Financial Technology (Fintech) Banking Services - Integrated Theory of System Acceptance and Psychological Behavioral Theory Fachrurrozie Fachrurrozie, Indah Anisykurlillah, Hasan Mukhibad, Kuat Waluyo Jati, Ahmad Nurkhin Abstract: 249 Viewers 10.47738/jads.v7i2.1138

PDF 1036-1048

An Integrated Text Analytics and Ensemble Machine Learning Framework for Fake Review Detection in Online Marketplaces Eka Praja Wiyata Mandala, Sarjon Defit, Gunadi Widi Nurcahyo Abstract: 205 Viewers 10.47738/jads.v7i2.1143

PDF 1049-1062

Comparison of Multilingual Model Sensitivity for Political Fact Verification with Integrated Multi-Evidence Nova Agustina, Kusrini Kusrini, Ema Utami, Tonny Hidayat Abstract: 220 Viewers 10.47738/jads.v7i2.1198

PDF 1063-1078

A Hybrid YOLO–CNN Model for Automatic Detection and Severity Assessment of Atopic Dermatitis in Infant Images Debi Setiawan, Ramalia Noratama Putri, Sara Herlina, Achmad Nizar Hidayanto, Yuda Irawan, Naohiro Hohashi Abstract: 624 Viewers 10.47738/jads.v7i2.1212

PDF 1079-1091

Comparing Pre-Norm and Post-Norm Transformers in Preserving Gender Information for Indonesian–English Translation through Attention-Based Signal Reinforcement Andik Wijanarko, Rinaldi Munir, Masayu Leylia Khodra, Dessi Puji Lestari Abstract: 191 Viewers 10.47738/jads.v7i2.1257

PDF 1092-1107

Adaptive Integration of Optuna Optimization and Stacking Ensemble Learning for Automated Work Competency Classification Mutiana Pratiwi, Sarjon Defit, Muhammad Tajuddin Abstract: 205 Viewers 10.47738/jads.v7i2.1228

PDF 1108-1119

Forecasting Bank Efficiency Using Data Envelopment Analysis with Directional Distance Functions and Machine Learning: Time-Series Validation and Shapley Value Interpretation Chau Dinh Linh Abstract: 263 Viewers 10.47738/jads.v7i2.1244

PDF 1120-1135

Automatic Analysis of Political Discourse: A Comparative Study of Multilingual and Large Language Models Ayaulym Sairanbekova, Aizhan Nazyrova, Gulmira Bekmanova, Lena Zhetkenbay, Banu Yergesh, Zhanar Lamasheva Abstract: 168 Viewers 10.47738/jads.v7i2.1118

PDF 1136-1148

Psychometric Validation of an AI-Based Evaluation System for Identifying Discrepancies in Learning Processes P. Wayan Arta Suyasa, I Gusti Ngurah Pujawan, Dewa Gede Hendra Divayana, I Dewa Ayu Made Budhyani, I Made Sugiarta, I Made Candiasa Abstract: 316 Viewers 10.47738/jads.v7i2.1168

PDF 1149-1162

A Study on the Mechanism of Virtual Anchors' Interactivity and Attractiveness Influencing Consumer Trust, Emotional Attitudes, and Purchase Intentions Li Guang Yu, Wong Chee Hoo, Wei Zhi, Christian Wiradendi Wolor, Usep Suhud Abstract: 216 Viewers 10.47738/jads.v7i2.1139

PDF 1163-1173

Artificial Intelligence Applications and Digital Finance Development: The Moderating Role of Human Resources and Digital Infrastructure Huynh Cao Tuan, Tran Thanh Phuong Abstract: 224 Viewers 10.47738/jads.v7i2.1247

PDF 1174-1190

Adaptive k-Nearest Neighbor Learning for Robust Modal Regression on Multimodal and Heavy-Tailed Data Sutarman Sutarman, Netti Herawati, Adli Abdillah Nababan Abstract: 186 Viewers 10.47738/jads.v7i2.1221

PDF 1191-1210

Iris Identification Using Resnet Iris Feature Extraction Architecture For Better Biometric Security Hendi Sama, Tukino Tukino, Mangapul Siahaan, Erica Titoni Abstract: 261 Viewers 10.47738/jads.v7i2.1166

PDF 1211-1226

A Hybrid Fuzzy-LLM Framework for Difficulty Estimation of Math Word Problems: A Data-Driven Human-in-the-Loop Study Shilpa Kadam, Jabez Christopher, PTV Praveen Kumar, Dipak Kumar Satpathi Abstract: 158 Viewers 10.47738/jads.v7i2.1187

PDF 1227-1245

A Hybrid Multi-Criteria and Factorial Analysis Framework for CIRFLINK CubeSats Communication Design Warinthorn Kiadtikornthaweyot Evans, Ratchanon Chuphet Abstract: 159 Viewers 10.47738/jads.v7i2.1101

PDF 1246-1264

Predicting 2000-Meter Indoor Rowing Performance Using Accessible Machine Learning Models Arihant Singh Jaggi, Hiren Dandia Abstract: 181 Viewers 10.47738/jads.v7i2.999

PDF 1265-1280

Artificial Intelligence, Transformational Leadership, and Job Performance: Mediating Role of Job Engagement and Moderating Role of Work Passion Phuong Thao Nguyen, Phuc Quy Thanh Nguyen, Minh Tuan Nguyen Abstract: 332 Viewers 10.47738/jads.v7i2.1266

PDF 1281-1298

Interpretable Temporal Risk Modeling for Contributor Inactivity Prediction: A Comparative Study of Tree-Based Ensembles Adi Suryaputra Paramita, Indra Maryati, Christian Christian, Elizabeth Nathania Witanto, Auezova Raya Tileubaevna, Choo Wou Onn Abstract: 135 Viewers 10.47738/jads.v7i2.1311

PDF 1299-1314

From Luxury to Mass Market: How Brand Love and Luxury Perception Drive Purchase Intentions Through TPB Risky Rahmawati Pinardi, Agung Wahyu Handaru, Agus Wibowo Abstract: 200 Viewers 10.47738/jads.v7i2.1246

PDF 1315-1329

Adaptive Marker-Controlled Watershed Combined with Voxel Quantification for Automated Fetal Measurement Febri Hadi, Sumijan Sumijan, Iskandar Fitri Abstract: 155 Viewers 10.47738/jads.v7i2.1224

PDF 1330-1348

Cognitive and Technological Factors Shaping Students’ Sustained Use of ChatGPT in Higher Education Arnold Aribowo, Hery Hery, Andree Emmanuel Widjaja Abstract: 209 Viewers 10.47738/jads.v7i2.1291

PDF 1349-1362

Monkeypox Disease Classification Based on Skin Images Using Hierarchical Swin Transformer-Based Convolutional Neural Network Approach Putu Desiana Wulaning Ayu, Sasiwimol Sukket, Sutikno Sutikno, Putu Manik Prihatini, Gede Angga Pradipta, Dandy Pramana Hostiadi Abstract: 164 Viewers 10.47738/jads.v7i2.1313

PDF 1363-1378

Automated Pixel-Level Concrete Defect Detection using U-Net Architecture: A Comparative Study with Clustering-Based Segmentation Halifia Hendri, Larissa Navia Rani, Sofika Enggari, Agung Ramadhanu, Febri Hadi Abstract: 137 Viewers 10.47738/jads.v7i2.1298

PDF 1379-1392

Exploring User Acceptance of Chatbot AI: A Triangulated Framework Integrating TAM, ECTM, and TPB Constructs Agus Putra, Puji Wahono, Agus Wibowo Abstract: 245 Viewers 10.47738/jads.v7i2.1287

PDF 1393-1407

DeepCog: Classification of Mild Cognitive Impairment Using Structural MRI Lavanya M S, Vanishri Arun, Shashank Dhananjaya, Nandini B M, Anand Srivatsa, Lokesha H R Abstract: 156 Viewers 10.47738/jads.v7i2.1301

PDF 1408-1422

Optimizing Monkeypox Detection Using Advanced Class Imbalance Handling Methods: Smote, Smote-Enn, Smote-Tomek, Borderline-Smote Fahlul Rizki, Widowati Widowati, Catur Edi Widodo Abstract: 170 Viewers 10.47738/jads.v7i2.1286

PDF 1423-1439

K-Cube Consensus Clustering with Centroid Improvement and Variance-Based Metrics on High-Dimensional Data Efori Bu'ulolo, Poltak Sihombing, Sutarman Sutarman, Mohammad Andri Budiman Abstract: 134 Viewers 10.47738/jads.v7i2.1209

PDF 1440-1454

Improvement of Interpolation Performance with Statistical Method in Total Suspended Solid Identification Hadi Syahputra, Yuhandri Yuhandri, Sumijan sumijan Abstract: 127 Viewers 10.47738/jads.v7i2.1190

PDF 1455-1465

Optimizing XGBoost with Optuna for Attendance-Based Prediction of Student Academic Success Marcello Roy, Ririn Ikana Desanti, Iwan Prasetiawan, Suryasari Suryasari Abstract: 152 Viewers 10.47738/jads.v7i2.1116

PDF 1466-1482

Monet2Photo: Reverse Style Transfer using CycleGAN with Impressionism-to-Reality Domain George Kerry Wijaya, Shining Sunny Chang, Jonathan Saputra, Annabelle Chloe, Monika Evelin Johan Abstract: 141 Viewers 10.47738/jads.v7i2.1222

PDF 1483-1495

Application of Random Data Splitting Technique for Time Series Modeling Using Feedforward Neural Network and Support Vector Regression Models B. R. P. M. Basnayake, N. V. Chandrasekara Abstract: 154 Viewers 10.47738/jads.v7i2.1216

PDF 1496-1515

Predicting Whistleblowing Intention Using Supervised Machine Learning: Integrating TPB and IEDM in State-Owned Enterprises Muhammad Rizal Satria, Hamfri Djajadikerta, Amelia Setiawan Abstract: 157 Viewers 10.47738/jads.v7i2.1292

PDF 1516-1532

YOLOv8-Based Microplastic Detection and Quantification in River Water Microscopic Images Musthofa Galih Pradana, Retno Dwi Nyamiati, Husna Muizzati Shabrina, Muhammad Adrezo, Nurhuda Maulana Abstract: 155 Viewers 10.47738/jads.v7i2.1262

PDF 1533-1544

On the Use of Zero-Inflated Mixed Models for Count Data: A Simulation and Empirical Evidence Anang Kurnia, Zafira Fakhriyah, Kusman Sadik, Dian Handayani Abstract: 156 Viewers 10.47738/jads.v7i2.1303

PDF 1545-1557

Optimized Hybrid CNN-LSTM Model for Predicting Transportation Sector Stock Prices Using Optimizer and Activation Function Tuning Fiena Gunawan, Dinar Ajeng Kristiyanti Abstract: 206 Viewers 10.47738/jads.v7i2.1323

PDF 1558-1571

Nonintrusive Arrhythmia Detection from Wrist Pulse Using NTSC Color Model in Eulerian Video Magnification Baby Lolita Basyah, Hustinawaty Hustinawaty, Miftahul Jannah Abstract: 134 Viewers 10.47738/jads.v7i2.1293

PDF 1572-1585

PRAKE: A Modified RAKE Model for Keyword Extraction in Accreditation Assessment Descriptions Helena Nurramdhani Irmanda, Sri Hartati, Sri Mulyana Abstract: 157 Viewers 10.47738/jads.v7i2.1057

PDF 1586-1600

Development of New Identification Formula to Extract Organic Fertilizer Content Based on Organic Fertilizer Image Agung Ramadhanu, Mardison Mardison, Halifia Hendri, Febri Hadi, Larissa Navia Rani, Yuhandri Yuhandri Abstract: 129 Viewers 10.47738/jads.v7i2.1300

PDF 1601-1613

Performance Evaluation of Support Vector Machine (SVM) and XGBoost for Predicting Toddlers’ Stunting Status Based on Anthropometric Data Nurjoko Nurjoko, Admi Syarif, Favorisen R. Lumbanraja, Khairunisa Berawi Abstract: 141 Viewers 10.47738/jads.v7i2.1260

PDF 1614-1627

Enhancing Subjective Career Success Among Private University Academics: The Roles of Perceived Organizational Support, Proactive Personality, and Work Engagement Nafiudin Nafiudin, Corry Yohana, Agus Wibowo Abstract: 35 Viewers 10.47738/jads.v7i2.1295

PDF 1628-1647

Hybrid Machine Learning for Early Prediction of At-Risk Students with Imbalanced Data Esti Wijayanti, Widowati Widowati, Catur Edi Widodo Abstract: 41 Viewers 10.47738/jads.v7i2.1368

PDF 1648-1660

Institutional Readiness and Digital Service Quality as Determinants of Entrepreneur Trust in Risk Based Business Licensing Services Tunggul Sihombing, Medlin Anggreyni Hura, Asima Yanty Siahaan Abstract: 46 Viewers 10.47738/jads.v7i2.1429

PDF 1661-1675