Vol 5, No 2

MAY 2024

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: 638 Viewers 10.47738/jads.v5i2.178
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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: 859 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: 863 Viewers 10.47738/jads.v5i2.185
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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: 641 Viewers 10.47738/jads.v5i2.187
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357-366
Applied Regression Modelling to Recommend Sustainable Tourism Development Policies: A Case Study of Danang City in Vietnam
Nguyen Duc Tien
Abstract: 893 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: 1056 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: 682 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: 741 Viewers 10.47738/jads.v5i2.199
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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: 658 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: 671 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: 1181 Viewers 10.47738/jads.v5i2.196
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455-473
Exploring The Factors Influencing the Adoption of ChatGPT in Educational Institutions: Insights from Innovation Resistance Theory
Salem Alghamdi, Yaser Alhasawi
Abstract: 1662 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: 685 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: 705 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: 660 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: 1202 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: 787 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: 551 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: 800 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: 613 Viewers 10.47738/jads.v5i2.218
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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: 662 Viewers 10.47738/jads.v5i2.208
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600-612
Cognition-Based Document Matching Within the Chatbot Modeling Framework
Sunu Jatmika, Syaad Patmanthara, Aji Prasetya Wibawa, Fachrul Kurniawan
Abstract: 548 Viewers 10.47738/jads.v5i2.209
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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: 373 Viewers 10.47738/jads.v5i2.211
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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: 826 Viewers 10.47738/jads.v5i2.210
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636-652
Coverless Text Information Hiding Based on Built-in Features of Arabic Scripts
Sabaa Hamid Rashid, Dhamyaa A Nasrawi
Abstract: 419 Viewers 10.47738/jads.v5i2.243
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653-667
The Intelligent kWh Export-Import Utilizing Classification Models for Efficiency in Hybrid PLTS
Muchlis Baso, Salama Manjang, Ansar Suyuti
Abstract: 363 Viewers 10.47738/jads.v5i2.244
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668-678
Research Gaps in Radio Frequency Identification Technology Implementation in Warehouses
Haswika Haswika, Qurtubi Qurtubi, Danang Setiawan, Supriyadi Supriyadi
Abstract: 607 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: 453 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: 569 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: 652 Viewers 10.47738/jads.v5i2.248
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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: 702 Viewers 10.47738/jads.v5i2.249
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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: 502 Viewers 10.47738/jads.v5i2.250
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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: 455 Viewers 10.47738/jads.v5i2.251
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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: 1083 Viewers 10.47738/jads.v5i2.227
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756-770
Research on the Influencing Factors of College Students' Deep Meaningful Learning in Blended Learning Mode
Shu Li, Tiamyod Pasawano, Thosporn Sangsawang
Abstract: 408 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: 1241 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: 784 Viewers 10.47738/jads.v5i2.219
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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, Norzariyah Yahya, Norbik Bashah Idris, Engku Rabiah Adawiah Engku Ali, Jasni Mohamad Zain, Erni Eliana Khairuddin, Ahmad Firdaus Zainal Abidin, Sheikh Mohammad Tahsin Murtaj, Siti Sarah Maidin
Abstract: 588 Viewers 10.47738/jads.v5i2.176
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808-821