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Home > Archives > Vol 5, No 2

DOI: https://doi.org/10.47738/jads.v5i2

Table of Contents

Articles

An Unsupervised Learning and EDA Approach for Specialized High School Admissions Adi Suryaputra Paramita, Arief Ramadhan Abstract: 190 Viewers 10.47738/jads.v5i2.178

PDF 316-325

Harnessing the Power of Prophet Algorithm for Advanced Predictive Modeling of Grab Holdings Stock Prices Hery Hery, Calandra A. Haryani, Andree E. Widjaja, Aditya Rama Mitra Abstract: 189 Viewers 10.47738/jads.v5i2.181

PDF 326-341

Spatial Estimation for Tuberculosis Relative Risk in Aceh Province, Indonesia: A Bayesian Conditional Autoregressive Approach with the Besag-York-Mollie (BYM) Model Novi Reandy Sasmita, Mauzatul Arifin, Zurnila Marli Kesuma, Latifah Rahayu, Selvi Mardalena, Rumaisa Kruba Abstract: 173 Viewers 10.47738/jads.v5i2.185

PDF 342-356

An Extensive Exploration into the Multifaceted Sentiments Expressed by Users of the myIM3 Mobile Application, Unveiling Complex Emotional Landscapes and Insights B Herawan Hayadi, Henderi Henderi, Mukti Budiarto, Sofa Sofiana, Padeli Padeli, Didik Setiyadi, Rulin Swastika, Rita Wahyu Arifin Abstract: 163 Viewers 10.47738/jads.v5i2.187

PDF 357-366

Applied Regression Modelling to Recommend Sustainable Tourism Development Policies: A Case Study of Danang City in Vietnam Nguyen Duc Tien Abstract: 249 Viewers 10.47738/jads.v5i2.188

PDF 367-381

Information Technology Readiness and Acceptance Model for Social Media Adoption in Blended Learning: A Case Study in Higher Education Institutions in West Java, Indonesia Fahmi Yusuf, Titik Khawa Abdul Rahman, Aang Subiyakto Abstract: 264 Viewers 10.47738/jads.v5i2.195

PDF 382-402

Unsupervised Learning for MNIST with Exploratory Data Analysis for Digit Recognition Hery Hery, Calandra A. Haryani, Andree E. Widjaja, Riswan E. Tarigan, Arnold Aribowo Abstract: 171 Viewers 10.47738/jads.v5i2.184

PDF 403-411

Improving Publishing: Extracting Keywords and Clustering Topics Yosua Setyawan Soekamto, Indra Maryati, Christian Christian, Edwin Kurniawan Abstract: 155 Viewers 10.47738/jads.v5i2.199

PDF 412-423

Applied Regression Modelling to Propose Recommendations for the Development of Banking Services: A Case Study of Commercial Banks in Vietnam Phan Thi Linh Abstract: 165 Viewers 10.47738/jads.v5i2.200

PDF 424-440

Forms and Field Trials of a Digital Evaluation Tool: Integrating F-S Model, WP Method, and Balinese Local Wisdom for Effective E-Learning I Putu Wisna Ariawan, Wayan Sugandini, I Made Ardana, Gusti Ayu Dessy Sugiharni, Adie Wahyudi Oktavia Gama, Dewa Gede Hendra Divayana Abstract: 163 Viewers 10.47738/jads.v5i2.201

PDF 441-454

Cutting-Edge AI Approaches with MAS for PdM in Industry 4.0: Challenges and Future Directions Shadia Yahya Baroud, Nor Adnan Yahaya, Abdelrafe M. Elzamly Abstract: 271 Viewers 10.47738/jads.v5i2.196

PDF 455-473

Exploring The Factors Influencing the Adoption of ChatGPT in Educational Institutions: Insights from Innovation Resistance Theory Salem Alghamdi, Yaser Alhasawi Abstract: 360 Viewers 10.47738/jads.v5i2.198

PDF 474-490

Implementation of Blended Learning System in Higher Education to Explore the Interaction of Technology, Organization, Environment, and Technology Acceptance Model Nur Aeni Hidayah, Qurrotul Aini, Putri Ghania Abstract: 202 Viewers 10.47738/jads.v5i2.204

PDF 491-507

Predicting Financial Failure in Algerian Public Insurance Companies Using the Kida Model Morkane Mohamed El Bachir, Khaled Mili, Ismail Bengana, Imane Benaouali Abstract: 133 Viewers 10.47738/jads.v5i2.212

PDF 508-519

Performance Improvement of Covid-19 Cough Detection Based on Deep Learning with Segmentation Methods Suyanto Suyanto, Zanjabila Zanjabila, Bagus Tris Atmaja, Wiratno Argo Asmoro Abstract: 121 Viewers 10.47738/jads.v5i2.205

PDF 520-531

Teachable Machine: Optimization of Herbal Plant Image Classification Based on Epoch Value, Batch Size and Learning Rate Edwin Ariesto Umbu Malahina, Mardhalia Saitakela, Semlinda Juszandri Bulan, Marinus Ignasius Jawawuan Lamabelawa, Yohanes Suban Belutowe Abstract: 256 Viewers 10.47738/jads.v5i2.206

PDF 532-545

Urban Heat Island Spatial Model for Climate Village Program Planning Munsyi Munsyi, Agung Nugroho, Ahmad Jauhari, Moh Reza Faisal Abstract: 172 Viewers 10.47738/jads.v5i2.223

PDF 546-558

Assessing Drought Risk in Forest Zones Near Coal Mines with TVDI La Taati, Sunardi Sunardi, Isna Syauqiah, A Jauhari Abstract: 139 Viewers 10.47738/jads.v5i2.220

PDF 559-570

Knowledge Mapping of Digital Leadership and Research Agenda: The Open Knowledge Maps Perspective Efvy Zamidra Zam, Shofia Amin, Johannes Johannes, Sry Rosita Abstract: 266 Viewers 10.47738/jads.v5i2.207

PDF 571-582

Design of Green City with Lower Carbon based on Vegetation in Banjarbaru using Sentinel-2 Hanifah Dwi Nirwana, Akhmad Rizalli Saidy, Gusti Muhammad Hatta, Agung Nugroho Abstract: 114 Viewers 10.47738/jads.v5i2.218

PDF 583-599

Exploring Visitor Sentiments: A Study of Nusantara Temple Reviews on TripAdvisor Using Machine Learning Hariyono Hariyono, Aji Prasetya Wibawa, Erina Fika Noviani, Giovanny Cyntia Lauretta, Hana Rachma Citra, Agung Bella Putra Utama, Felix Andika Dwiyanto Abstract: 144 Viewers 10.47738/jads.v5i2.208

PDF 600-612

Cognition-Based Document Matching Within the Chatbot Modeling Framework Sunu Jatmika, Syaad Patmanthara, Aji Prasetya Wibawa, Fachrul Kurniawan Abstract: 109 Viewers 10.47738/jads.v5i2.209

PDF 613-627

Modeling and Control of a Based Extreme Learning Machine as Distributed Setpoint for the HEPP Cascade System in a Nickel Processing Plant Yayan Iscahyadi Sarira, Syafaruddin Syafaruddin, Indar Chaerah Gunadin, Dianti Utamidewi Abstract: 97 Viewers 10.47738/jads.v5i2.211

PDF 628-635

Analysis Of Product Recommendation Models at Each Fixed Broadband Sales Location Using K-Means, DBSCAN, Hierarchical Clustering, SVM, RF, and ANN Nurvita Trianasari, Thifan Anjar Permadi Abstract: 198 Viewers 10.47738/jads.v5i2.210

PDF 636-652

Coverless Text Information Hiding Based on Built-in Features of Arabic Scripts Sabaa Hamid Rashid, Dhamyaa A Nasrawi Abstract: 121 Viewers 10.47738/jads.v5i2.243

PDF 653-667

The Intelligent kWh Export-Import Utilizing Classification Models for Efficiency in Hybrid PLTS Muchlis Baso, Salama Manjang, Ansar Suyuti Abstract: 81 Viewers 10.47738/jads.v5i2.244

PDF 668-678

Research Gaps in Radio Frequency Identification Technology Implementation in Warehouses Haswika Haswika, Qurtubi Qurtubi, Danang Setiawan, Supriyadi Supriyadi Abstract: 189 Viewers 10.47738/jads.v5i2.245

PDF 679-690

Mapping of Warehouse Radio Frequency Identification Research: A Bibliometric Analysis Windi Auliana, Qurtubi Qurtubi, Danang Setiawan, Jundi Nourfateha Elquthb Abstract: 137 Viewers 10.47738/jads.v5i2.246

PDF 691-697

The Design of IoT-based Business Process for SME Digital Transformation: a Case of Unofficial Car Service Workshop Albertus Hendrawan Widjaja, Gunawan Gunawan Abstract: 171 Viewers 10.47738/jads.v5i2.247

PDF 698-711

Insulation Coordination System 150kV Substation and Transmission Line against Lightning Surge Interference in a Nickel Smelting Plant Busyairi Samad, Salama Manjang, Ikhlas Kitta, Dianti Utamidewi, Arham Amri Abstract: 188 Viewers 10.47738/jads.v5i2.248

PDF 712-723

Enhancing Aspect-based Sentiment Analysis in Visitor Review using Semantic Similarity Ni Made Satvika Iswari, Nunik Afriliana, Eddy Muntina Dharma, Ni Putu Widya Yuniari Abstract: 255 Viewers 10.47738/jads.v5i2.249

PDF 724-735

Multi-Algorithm to Measure the Accuracy Level of Diabetes Status Prediction Zulkifli Zulkifli, Feda Anisah Makkiyah, Darius Antoni, Fitriana Fitriana, Taufik Jamaan, Ahmad Taufik Abstract: 160 Viewers 10.47738/jads.v5i2.250

PDF 736-746

Enhancing Federated Learning Performance through Adaptive Client Optimization with Hyperparameter Tuning Made Adi Paramartha Putra, I Komang Ram Pramartha Utama, Nengah Widya Utami, I Gede Juliana Eka Putra Abstract: 100 Viewers 10.47738/jads.v5i2.251

PDF 747-755

The Mediating Role of Perceived Value in the Relationship Between Brand Image and Repurchase Intention: A Case Study of the Chinese Tea Market Rui Luo, Umawasee Sriboonlue, Suraporn Onputtha Abstract: 261 Viewers 10.47738/jads.v5i2.227

PDF 756-770

Research on the Influencing Factors of College Students' Deep Meaningful Learning in Blended Learning Mode Shu Li, Tiamyod Pasawano, Thosporn Sangsawang Abstract: 122 Viewers 10.47738/jads.v5i2.254

PDF 771-781

Analyzing Factors that Influence Student Performance in Academic Nieta Hidayani, Deshinta Arrova Dewi, Tri Basuki Kurniawan Abstract: 205 Viewers 10.47738/jads.v5i2.221

PDF 782-791

Machine Learning Techniques for Diabetes Prediction: A Comparative Analysis Hoda A. Abdelhafez, Abeer A. Amer Abstract: 221 Viewers 10.47738/jads.v5i2.219

PDF 792-807

The Determinant Factors For The Issuance Of Central Bank Digital Currency (CBDC) In Malaysia Using Machine Learning Framework Normi Sham Awang Abu Bakar Abstract: 195 Viewers 10.47738/jads.v5i2.176

PDF 808-821