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Home > Archives > Vol 5, No 4

DOI: https://doi.org/10.47738/jads.v5i4

Table of Contents

Articles

Performance Evaluation of Fuzzy Logic System for Dendrobium Identification Based on Leaf Morphology Arie Setya Putra, Admi Syarif, Mahfut Mahfut, Sri Ratna Sulistiyanti, Muhammad Said Hasibuan Abstract: 286 Viewers 10.47738/jads.v5i4.224

PDF 1520-1529

Performance Comparison of Whale and Harris Hawks Optimizers with Network Intrusion Prevention Systems Mosleh M. Abualhaj, Sumaya N Al-Khatib, Mohammad A Alsharaiah, Mohammad O Hiari Abstract: 154 Viewers 10.47738/jads.v5i4.323

PDF 1530-1538

Diagnosing Cardiovascular Diseases using Optimized Machine Learning Algorithms with GridSearchCV Khalid Alemerien, Saleel Alsarayreh, Enshirah Altarawneh Abstract: 363 Viewers 10.47738/jads.v5i4.280

PDF 1539 -1552

Ensembling Methods for Data Privacy in Data Science N Mahendiran, B L Shivakumar, Siti Sarah Maidin, Hao Wu Abstract: 99 Viewers 10.47738/jads.v5i4.341

PDF 1553-1565

Applied Data Science and Artificial Intelligence for Tourism and Hospitality Industry in Society 5.0: A Review Hartatik Hartatik, R. Rizal Isnanto, Budi Warsito Abstract: 342 Viewers 10.47738/jads.v5i4.300

PDF 1566-1578

Aspect-Based Sentiment Analysis of Healthcare Reviews from Indonesian Hospitals based on Weighted Average Ensemble Esther Irawati Setiawan, Patrick Tjendika, Joan Santoso, FX Ferdinandus, Gunawan Gunawan, Kimiya Fujisawa Abstract: 167 Viewers 10.47738/jads.v5i4.328

PDF 1579-1596

Congestion Predictive Modelling on Network Dataset Using Ensemble Deep Learning Purnawansyah Purnawansyah, Aji Prasetya Wibawa, Triyanna Widiyaningtyas, Haviluddin Haviluddin, Roesman Ridwan Raja, Herdianti Darwis, Andrew Nafalski Abstract: 239 Viewers 10.47738/jads.v5i4.333

PDF 1597-1613

Transforming Agriculture: An Insight into Decision Support Systems in Precision Farming Ding Yi, Luo Jun, Gao Haodic, Zhang Xing, Ye Lie, Siti Sarah Maidin, Wan Hussain Wan Ishak, Walton Wider Abstract: 193 Viewers 10.47738/jads.v5i4.274

PDF 1614-1624

Leveraging K-Nearest Neighbors with SMOTE and Boosting Techniques for Data Imbalance and Accuracy Improvement Adyanata Lubis, Yuda Irawan, Junadhi Junadhi, Sarjon Defit Abstract: 217 Viewers 10.47738/jads.v5i4.343

PDF 1625-1638

Applied Density-Based Clustering Techniques for Classifying High-Risk Customers: A Case Study of Commercial Banks in Vietnam Nguyen Minh Nhat Abstract: 184 Viewers 10.47738/jads.v5i4.344

PDF 1639-1653

A Framework for Diabetes Detection Using Machine Learning and Data Preprocessing Ahmad Adel Abu-Shareha, Haneen Qutaishat, Asma Al-Khayat Abstract: 163 Viewers 10.47738/jads.v5i4.363

PDF 1654-1667

The Efficacy of Online Gamification in Improving Basic English Skills for Fourth-Grade Students Tiamyod Pasawano, Thosporn Sangsawang Abstract: 170 Viewers 10.47738/jads.v5i4.410

PDF 1668-1677

Utilizing Structural Equation Modelling to Evaluate Factors Affecting Investment Capital Attraction and Sustainable Development in Vietnam Do Thi Lan Dai, Phan Thanh Tam Abstract: 109 Viewers 10.47738/jads.v5i4.428

PDF 1678-1691

Spam Feature Selection Using Firefly Metaheuristic Algorithm Mosleh M Abualhaj, Mohammad O Hiari, Adeeb Alsaaidah, Mahran Al-Zyoud, Sumaya Al-Khatib Abstract: 98 Viewers 10.47738/jads.v5i4.336

PDF 1692-1700

A Comprehensive Stacking Ensemble Approach for Stress Level Classification in Higher Education Hendry Fonda, Yuda Irawan, Rika Melyanti, Refni Wahyuni, Abdi Muhaimin Abstract: 113 Viewers 10.47738/jads.v5i4.388

PDF 1701-1714

Stochastic Queuing System Model Design Based on Stakeholder Aspirations Imam Djati Widodo, Ali Parkhan, Qurtubi Qurtubi Abstract: 91 Viewers 10.47738/jads.v5i4.314

PDF 1715-1725

Novel Predictive Framework for Student Learning Styles Based on Felder-Silverman and Machine Learning Model Wiga Maulana Baihaqi, Rujianto Eko Saputro, Fandy Setyo Utomo, Sarmini Sarmini Abstract: 152 Viewers 10.47738/jads.v5i4.408

PDF 1726-1737

Sentiment Analysis of the Kampus Merdeka Program on Twitter Using Support Vector Machine and a Feature Extraction Comparison: TF-IDF vs. FastText Lasmedi Afuan, Nurul Hidayat, Nofiyati Nofiyati, Mohamad Faris As'ad Abstract: 157 Viewers 10.47738/jads.v5i4.436

PDF 1738-1753

Artificial Intelligence Techniques for Early Autism Detection in Toddlers: A Comparative Analysis Qusai Shambour, Nazem Qandeel, Yousef Alrabanah, Anan Abumariam, Mohd Khaled Shambour Abstract: 212 Viewers 10.47738/jads.v5i4.353

PDF 1754-1764

Environment Sentiment Analysis of Bali Coffee Shop Visitors Using Bidirectional Encoder Representations from Transformers (BERT) and Generative Pre-trained Transformer 2 (GPT2) Model Ni Putu Widya Yuniari, Ni Made Satvika Iswari, I Made Surya Kumara Abstract: 149 Viewers 10.47738/jads.v5i4.302

PDF 1765-1781

Enforcement of Community Activity Restrictions Level Prediction in Jakarta Using Long Short-Term Memory Network Chendra Dewangga, Seng Hansun Abstract: 70 Viewers 10.47738/jads.v5i4.318

PDF 1782-1789

Developing a Parallel Network Slack-Based Measure Model in the Occurrence of Hybrid Integer-Valued Data and Uncontrollable Factors Syarifah Nurfuaduz Zakiah Habib Dzulkarnain, Mohd Kamal Mohd Nawawi, Rosmaini Kashim Abstract: 87 Viewers 10.47738/jads.v5i4.407

PDF 1790-1801

Convolutional Neural Network for Battery System Monitoring and SOC Estimation for Ev Applications to Achieve Sustainability Priya S, Vinoth Kumar P, Sridevi V, M Batumalay, Gunapriya D Abstract: 157 Viewers 10.47738/jads.v5i4.237

PDF 1802-1813

Biophysical Model of Mount Babaris for Predicting Carbon Potential using Remote Sensing Ahmad Jauhari, Isna Syauqiah, La Taati, Munsyi Munsyi Abstract: 120 Viewers 10.47738/jads.v5i4.321

PDF 1814-1825

Intelligent Transportation System's Machine Learning-Based Traffic Prediction S Govindaraju, M Indirani, Siti Sarah Maidin, Jingchuan Wei Abstract: 145 Viewers 10.47738/jads.v5i4.364

PDF 1826-1837

AI Prediction Model to Investigate the GovTech Maturity Index (GTMI) Indicators for Assessing Governments’ Readiness for Digital Transformation Yahya AlMurtadha Abstract: 194 Viewers 10.47738/jads.v5i4.373

PDF 1838-1849

ARP Spoofing Attack Detection Model in IoT Network using Machine Learning: Complexity vs. Accuracy Adeeb Alsaaidah, Omar Almomani, Ahmad Adel Abu-Shareha, Mosleh M Abualhaj, Anusha Achuthan Abstract: 212 Viewers 10.47738/jads.v5i4.374

PDF 1850-1860

Realtime and Spatial Data Analysis-based Monitoring System for Proboscis Monkey Habitat Health to Enhance Conservation Area Management Effectiveness Anni Nurliani, Krisdianto Krisdianto, Amalia Rezeki, Munsyi Munsyi Abstract: 138 Viewers 10.47738/jads.v5i4.334

PDF 1861-1876

Analyzing Audience Sentiments in Digital Comedy: A Study of YouTube Comments Using LSTM Models Supriyono Supriyono, Aji Prasetya Wibawa, Suyono Suyono, Fachrul Kurniawan Abstract: 184 Viewers 10.47738/jads.v5i4.393

PDF 1877-1889

How Effective are Different Machine Learning Algorithms in Predicting Legal Outcomes in South Africa? Joe Khosa, Daniel Mashao, Ayorinde Olanipekun, Charis Harley Abstract: 131 Viewers 10.47738/jads.v5i4.215

PDF 1890-1900

Osteoporosis Detection Using a Combination of Recursive Feature Elimination and Naive Bayes Classifier with Rule-Based Chatbot Testing Enny Itje Sela, Rianto Rianto, Afwan Anggara, Wahyu Sri Utami Abstract: 142 Viewers 10.47738/jads.v5i4.409

PDF 1901-1913

An Improved Prediction of Transparent Conductor Formation Energy using PyCaret: An Open-Source Machine Learning Library Ayorinde Tayo Olanipekun, Daniel Mashao Abstract: 121 Viewers 10.47738/jads.v5i4.202

PDF 1914-1924

Development of a Theoretical Model for the Breathability of Textile Fabrics Ilqar Rajabov Abstract: 167 Viewers 10.47738/jads.v5i4.379

PDF 1925-1938

CS-based Lung Covid-Affected X-Ray Image Disorders Classification using Convolutional Neural Network Biyantika Emili Triasari, Gelar Budiman, Siti Sarah Maidin, M. Izham Jaya, Yuli Sun Hariyani, Indrarini Dyah Irawati, Zhong Zhao Abstract: 88 Viewers 10.47738/jads.v5i4.371

PDF 1939-1948

Scalable Machine Learning Approaches for Real-Time Anomaly and Outlier Detection in Streaming Environments Deshinta Arrova Dewi, Harprith Kaur Rajinder Singh, Jeyarani Periasamy, Tri Basuki Kurniawan, Henderi Henderi, M. Said Hasibuan Abstract: 145 Viewers 10.47738/jads.v5i4.444

PDF 1949-1962

Fuzzy SAW Based Decision Model for Determining the Priority Scale of ICT Handling in Public Sector Organizations Rissa Yulanda, Ditdit Nugeraha Utama Abstract: 68 Viewers 10.47738/jads.v5i4.419

PDF 1963-1976

An Adaptive Cuckoo Search Algorithm with Deep Learning for Addressing Cyber Security Problem J. Jeyaboopathiraja, Princess Mariajohn, Siti Sarah Maidin, Jing Sun Abstract: 89 Viewers 10.47738/jads.v5i4.366

PDF 1977-1988

Efficient Fruit Grading and Selection System Leveraging Computer Vision and Machine Learning Deshinta Arrova Dewi, Tri Basuki Kurniawan, Rajermani Thinakaran, Malathy Batumalay, Shabana Habib, Muhammad Islam Abstract: 135 Viewers 10.47738/jads.v5i4.443

PDF 1989-2001

Optimizing LSTM with Grid Search and Regularization Techniques to Enhance Accuracy in Human Activity Recognition Zuly Budiarso, Hersatoto Listiyono, Abdul Karim Abstract: 219 Viewers 10.47738/jads.v5i4.433

PDF 2002-2014

Empirical Study of the Correlation between Social Media Content and Health Issues among College Students Using Machine Learning M. Hemalatha, Siti Sarah Maidin, Jing Sun Abstract: 92 Viewers 10.47738/jads.v5i4.365

PDF 2015-2024

Leveraging Data Analytics for Student Grade Prediction: A Comparative Study of Data Features Misinem Misinem, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Che Mohd Alif Nazmi Abstract: 148 Viewers 10.47738/jads.v5i4.442

PDF 2025-2038

Transfer Learning Boosts Ensembles for Precise Sugarcane Leaf Disease Detection Bappaditya Das, Chandan Das, C S Raghuvanshi Abstract: 169 Viewers 10.47738/jads.v5i4.396

PDF 2039-2053

Data Visualization of Climate Patterns in Indonesia Using Python and Looker Studio Dashboard: A Visual Data Mining Approach Rina Refianti, Achmad Benny Mutiara, Ananda Satria Ariyanto Abstract: 304 Viewers 10.47738/jads.v5i4.420

PDF 2054-2066

Deep Learning Based Face Mask Detection System Using MobileNetV2 for Enhanced Health Protocol Compliance Fadly Fadly, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Putri Aisha Athira binti Hisham Abstract: 106 Viewers 10.47738/jads.v5i4.476

PDF 2067-2078

Implementation of Stacking Technique Combining Machine Learning and Deep Learning Algorithms Using SMOTE to Improve Stock Market Prediction Accuracy Ibnu Rasyid Munthe, Bhakti Helvi Rambe, Fauziah Hanum, Ade Trya Amanda, Anita Sri Rejeki Hutagaol, Richi andrianto Abstract: 213 Viewers 10.47738/jads.v5i4.421

PDF 2079-2091

Developing and Evaluating a Rhythm Reading Practice Kit: A Study on Learning Outcomes and Music Learners Satisfaction in Music Education Using Quantitative Analysis Thaworada Chantanasut Abstract: 107 Viewers 10.47738/jads.v5i4.471

PDF 2092-2102

Factors Influencing User Satisfaction with Mobile Applications for Promoting Thai Community Products Kattakamon Pislae-ngam, Sureerut Inmor, Nisit Pukrongta Abstract: 199 Viewers 10.47738/jads.v5i4.383

PDF 2103-2116

Comparison of MobileNet and VGG16 CNN Architectures for Web-based Starfish Species Identification System Luther Alexander Latumakulita, Frangky J. Paat, Saroyo Saroyo, Irwan Karim, I Nyoman Gede Arya Astawa, Hasanuddin Sirait Abstract: 199 Viewers 10.47738/jads.v5i4.456

PDF 2117-2130

Quantitative Evaluation of Watercolor Brush Performance: A Comparative Study of User Satisfaction and Task Efficiency using 24 Innovative Brush Designs Suraphan Chantanasut Abstract: 135 Viewers 10.47738/jads.v5i4.462

PDF 2131-2142

Analyzing the Impact of Publicity and e-WOM on Indonesian Tourists’ Visit Intention to Seoul through Destination Awareness and Preference: A Structural Equation Modeling Approach Ghassani Herstanti, Usep Suhud, Agung Wahyu Handaru Abstract: 179 Viewers 10.47738/jads.v5i4.531

PDF 2143-2158

Evaluating the Impact of Sufficiency Economy Philosophy on Sustainable Innovation: A Data-Driven Analysis Thanachai Rungruang, Tanes Tanitteerapan, Kalayanee Jitgarun, Wisuit Sunthonkanokpong, Punnee Leekitchwatana Abstract: 219 Viewers 10.47738/jads.v5i4.524

PDF 2159-2174

Health and Socio-Demographic Risk Factors of Childhood Stunting: Assessing the Role of Factor Interactions Through the Development of an AI Predictive Model Taqwa Hariguna, Sarmini Sarmini, Abdul Azis Abstract: 115 Viewers 10.47738/jads.v5i4.612

PDF 2175-2186