Vol 7, No 2

May 2026

DOI: https://doi.org/10.47738/jads.v7i2

Table of Contents

Articles

A Modified Watershed Algorithm for Rice Plant Growth Stage Analysis
Teri Ade Putra, Yuhandri Yuhandri, Agung Ramadhanu
Abstract: 624 Viewers 10.47738/jads.v7i2.1117
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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: 744 Viewers 10.47738/jads.v7i2.1141
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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: 757 Viewers 10.47738/jads.v7i2.1136
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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: 461 Viewers 10.47738/jads.v7i2.1094
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882-896
Multidimensional Data-Driven Modeling of Sustainable E-Commerce Development with Direct and Interaction Effects
Mai Thanh Loan, Phan Thanh Tam
Abstract: 525 Viewers 10.47738/jads.v7i2.1213
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897-913
RankPro-M Method to Alleviate the Sparsity Problem in Collaborative Filtering
Sri Lestari, Yulmaini Yulmaini, Suhendro Yusuf Irianto, Hari Sabita
Abstract: 395 Viewers 10.47738/jads.v7i2.1173
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914-925
An Adaptive Random Forest for Data Stream Sentiment Classification under Concept Drift
Brian Farrel Arkana, Sudianto Sudianto, Nenen Isnaeni
Abstract: 518 Viewers 10.47738/jads.v7i2.1153
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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: 483 Viewers 10.47738/jads.v7i2.1163
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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: 580 Viewers 10.47738/jads.v7i2.1150
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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: 493 Viewers 10.47738/jads.v7i2.1206
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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: 414 Viewers 10.47738/jads.v7i2.1042
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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: 462 Viewers 10.47738/jads.v7i2.1161
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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: 477 Viewers 10.47738/jads.v7i2.1103
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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: 457 Viewers 10.47738/jads.v7i2.1138
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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: 358 Viewers 10.47738/jads.v7i2.1143
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1049-1062
Comparison of Multilingual Model Sensitivity for Political Fact Verification with Integrated Multi-Evidence
Nova Agustina, Kusrini Kusrini, Ema Utami, Tonny Hidayat
Abstract: 411 Viewers 10.47738/jads.v7i2.1198
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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: 1020 Viewers 10.47738/jads.v7i2.1212
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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: 402 Viewers 10.47738/jads.v7i2.1257
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1092-1107
Adaptive Integration of Optuna Optimization and Stacking Ensemble Learning for Automated Work Competency Classification
Mutiana Pratiwi, Sarjon Defit, Muhammad Tajuddin
Abstract: 357 Viewers 10.47738/jads.v7i2.1228
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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: 438 Viewers 10.47738/jads.v7i2.1244
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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: 312 Viewers 10.47738/jads.v7i2.1118
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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: 545 Viewers 10.47738/jads.v7i2.1168
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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: 466 Viewers 10.47738/jads.v7i2.1139
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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: 477 Viewers 10.47738/jads.v7i2.1247
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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: 308 Viewers 10.47738/jads.v7i2.1221
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1191-1210
Iris Identification Using Resnet Iris Feature Extraction Architecture For Better Biometric Security
Hendi Sama, Tukino Tukino, Mangapul Siahaan, Erica Titoni
Abstract: 443 Viewers 10.47738/jads.v7i2.1166
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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: 308 Viewers 10.47738/jads.v7i2.1187
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1227-1245
A Hybrid Multi-Criteria and Factorial Analysis Framework for CIRFLINK CubeSats Communication Design
Warinthorn Kiadtikornthaweyot Evans, Ratchanon Chuphet
Abstract: 299 Viewers 10.47738/jads.v7i2.1101
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1246-1264
Predicting 2000-Meter Indoor Rowing Performance Using Accessible Machine Learning Models
Arihant Singh Jaggi, Hiren Dandia
Abstract: 340 Viewers 10.47738/jads.v7i2.999
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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: 659 Viewers 10.47738/jads.v7i2.1266
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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: 245 Viewers 10.47738/jads.v7i2.1311
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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: 403 Viewers 10.47738/jads.v7i2.1246
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1315-1329
Adaptive Marker-Controlled Watershed Combined with Voxel Quantification for Automated Fetal Measurement
Febri Hadi, Sumijan Sumijan, Iskandar Fitri
Abstract: 270 Viewers 10.47738/jads.v7i2.1224
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1330-1348
Cognitive and Technological Factors Shaping Students’ Sustained Use of ChatGPT in Higher Education
Arnold Aribowo, Hery Hery, Andree Emmanuel Widjaja
Abstract: 401 Viewers 10.47738/jads.v7i2.1291
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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: 341 Viewers 10.47738/jads.v7i2.1313
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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: 268 Viewers 10.47738/jads.v7i2.1298
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1379-1392
Exploring User Acceptance of Chatbot AI: A Triangulated Framework Integrating TAM, ECTM, and TPB Constructs
Agus Putra, Puji Wahono, Agus Wibowo
Abstract: 529 Viewers 10.47738/jads.v7i2.1287
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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: 315 Viewers 10.47738/jads.v7i2.1301
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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: 341 Viewers 10.47738/jads.v7i2.1286
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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: 261 Viewers 10.47738/jads.v7i2.1209
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1440-1454
Improvement of Interpolation Performance with Statistical Method in Total Suspended Solid Identification
Hadi Syahputra, Yuhandri Yuhandri, Sumijan sumijan
Abstract: 261 Viewers 10.47738/jads.v7i2.1190
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1455-1465
Optimizing XGBoost with Optuna for Attendance-Based Prediction of Student Academic Success
Marcello Roy, Ririn Ikana Desanti, Iwan Prasetiawan, Suryasari Suryasari
Abstract: 379 Viewers 10.47738/jads.v7i2.1116
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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: 337 Viewers 10.47738/jads.v7i2.1222
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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: 371 Viewers 10.47738/jads.v7i2.1216
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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: 411 Viewers 10.47738/jads.v7i2.1292
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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: 397 Viewers 10.47738/jads.v7i2.1262
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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: 291 Viewers 10.47738/jads.v7i2.1303
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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: 386 Viewers 10.47738/jads.v7i2.1323
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1558-1571
Nonintrusive Arrhythmia Detection from Wrist Pulse Using NTSC Color Model in Eulerian Video Magnification
Baby Lolita Basyah, Hustinawaty Hustinawaty, Miftahul Jannah
Abstract: 307 Viewers 10.47738/jads.v7i2.1293
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1572-1585
PRAKE: A Modified RAKE Model for Keyword Extraction in Accreditation Assessment Descriptions
Helena Nurramdhani Irmanda, Sri Hartati, Sri Mulyana
Abstract: 348 Viewers 10.47738/jads.v7i2.1057
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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: 283 Viewers 10.47738/jads.v7i2.1300
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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: 353 Viewers 10.47738/jads.v7i2.1260
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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: 220 Viewers 10.47738/jads.v7i2.1295
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1628-1647
Hybrid Machine Learning for Early Prediction of At-Risk Students with Imbalanced Data
Esti Wijayanti, Widowati Widowati, Catur Edi Widodo
Abstract: 259 Viewers 10.47738/jads.v7i2.1368
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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: 255 Viewers 10.47738/jads.v7i2.1429
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1661-1675