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Home > Archives > Vol 6, No 2

DOI: https://doi.org/10.47738/jads.v6i2

Table of Contents

Articles

Transforming Mathematics Learning: Students' Integrative Skills in Technology and Pedagogy Muhammad Turmuzi, Nurul Hikmah, Junaidi Junaidi Abstract: 583 Viewers 10.47738/jads.v6i2.482

PDF 800-816

Enhancing Digital Marketing Strategies with Machine Learning for Analyzing Key Drivers of Online Advertising Performance Berlilana Berlilana, Taqwa Hariguna, Ibrahiem M. M. El Emary Abstract: 973 Viewers 10.47738/jads.v6i2.658

PDF 817-827

Sentimental Analysis of Legal Aid Services: A Machine Learning Approach Joe Khosa, Daniel Mashao, Ayorinde Olanipekun Abstract: 532 Viewers 10.47738/jads.v6i2.521

PDF 828-844

The Model of Carbon Price Risk Prediction in European Markets Using Long Short-Term Memory- Geometric Brownian Motion Yan Aditya Pradana, Imam Mukhlash, Mohammad Isa Irawan, Endah Rokhmati Merdika Putri, Mohammad Iqbal Abstract: 544 Viewers 10.47738/jads.v6i2.536

PDF 845-857

Trust Aware Congestion Control Mechanism for Wireless Sensor Network G. Maria Priscilla, B.L. Shiva Kumar, Siti Sarah Maidin, Zainab S. Attarbashi Abstract: 437 Viewers 10.47738/jads.v6i2.564

PDF 858-870

Improved Deep Learning Model for Prediction of Dermatitis in Infants Debi Setiawan, Ramalia Noratama Putri, Imelda Fitri, Achmad Nizar Hidayanto, Yuda Irawan, Naohiro Hohashi Abstract: 529 Viewers 10.47738/jads.v6i2.542

PDF 871-884

Improving Evaluation Metrics for Text Summarization: A Comparative Study and Proposal of a Novel Metric Junadhi Junadhi, Agustin Agustin, Lusiana Efrizoni, Finanta Okmayura, Dedi Rahman Habibie, Muslim Muslim Abstract: 906 Viewers 10.47738/jads.v6i2.547

PDF 885-896

Applying the Smooth Transition Autoregressive Model for Discovering the Nonlinear Cointegration Relationship Between the Interest Rate and Inflation in Vietnam Ha Thanh Nguyen Abstract: 449 Viewers 10.47738/jads.v6i2.568

PDF 897-907

Decision Support Model for Determining Fuel in Boiler Machines Jeremia Widyanto, Ditdit Nugeraha Utama Abstract: 432 Viewers 10.47738/jads.v6i2.520

PDF 908-920

Structural Equation Modeling of Social Media Influences: How Visual Appeal and Product Information Shape Positive Word of Mouth Dedy Iswanto, Gancar Candra Premananto, Sudarnice Sudarnice, Suwandi S. Sangadji Abstract: 826 Viewers 10.47738/jads.v6i2.584

PDF 921-935

Optimizing Sentiment Analysis on Imbalanced Hotel Review Data Using SMOTE and Ensemble Machine Learning Techniques Pandu Pratama Putra, M. Khairul Anam, Andi Supriadi Chan, Abrar Hadi, Nofri Hendri, Alkadri Masnur Abstract: 785 Viewers 10.47738/jads.v6i2.618

PDF 921-935

Optimization of Recommender Systems for Image-Based Website Themes Using Transfer Learning Arif Mu'amar Wahid, Taqwa Hariguna, Giat Karyono Abstract: 495 Viewers 10.47738/jads.v6i2.671

PDF 936-951

Improving Early Detection of Cervical Cancer Through Deep Learning-Based Pap Smear Image Classification Nita Merlina, Arfhan Prasetio, Ida Zuniarti, Nissa Almira Mayangky, Daning Nur Sulistyowati, Faruq Aziz Abstract: 518 Viewers 10.47738/jads.v6i2.576

PDF 952-968

Nature-based Hyperparameter Tuning of a Multilayer Perceptron Algorithm in Task Classification: A Case Study on Fear of Failure in Entrepreneurship Theresia Ratih Dewi Saputri, Edwin Kurniawan, Caecilia Citra Lestari, Tony Antonio Abstract: 508 Viewers 10.47738/jads.v6i2.539

PDF 969-980

Evaluating Usability and Clustering of SILCARE System for MSME Shipping: A Data-Driven Approach Using SUS and User Behavior Analysis Ririt Dwiputri Permatasari, M Ansyar Bora, Luki Hernando, Tommy Saputra, Haidil Fauzan, Nur Shilah, Tia Andini Salsabila Abstract: 545 Viewers 10.47738/jads.v6i2.590

PDF 981-996

Development of Skyline Query Algorithm for Individual Preference Recommendation in Streaming Data Ruhul Amin, Taufik Djatna, Annisa Annisa, Sukaesih Sitanggang Abstract: 498 Viewers 10.47738/jads.v6i2.599

PDF 1012-1025

The Integration of DEMATEL and SAW Methods for Developing a Research Performance Assessment Model for Lecturers Muh. Nurtanzis Sutoyo, Alders Paliling Abstract: 481 Viewers 10.47738/jads.v6i2.550

PDF 1026-1036

Using Evolutionary Optimization Techniques to Improve the Efficiency of Transportation Scheduling Mohd Khaled Yousef Shambour Abstract: 412 Viewers 10.47738/jads.v6i2.581

PDF 1037-1049

An Artificial Ant-Based Approach Using Polynomial Algorithms to Tackle the Text Aspect of Clustering Web Pages Souad Moufok, Khaled Belkadi, Fatima Zohra Lebbah Abstract: 415 Viewers 10.47738/jads.v6i2.546

PDF 1050-1075

Sentiment Analysis on Slang Enriched Texts Using Machine Learning Approaches Priyo Agung Prastyo, Berlilana Berlilana, Imam Tahyudin Abstract: 716 Viewers 10.47738/jads.v6i2.626

PDF 1076-1087

HU Variance Moment Optimizes Keyframe Selection Based on Deep Learning for Violence Detection Sukmawati Anggraeni Putri, Pulung Nurtantio Andono, Purwanto Purwanto, Moch Arief Soeleman Abstract: 441 Viewers 10.47738/jads.v6i2.648

PDF 1088-1101

Enhancing the Performance of Machine Learning Algorithm for Intent Sentiment Analysis on Village Fund Topic M. Khairul Anam, Pandu Pratama Putra, Rio Andika Malik, Karfindo Karfindo, Teri Ade Putra, Yesri Elva, Raja Ayu Mahessya, Muhammad Bambang Firdaus, Ikhsan Ikhsan, Chichi Rizka Gunawan Abstract: 572 Viewers 10.47738/jads.v6i2.637

PDF 1102-1115

The CNN Model with YOLO Architecture for Ultrasonography Images in Early Breast Cancer Detection Astika Ayuningtyas, Hero Wintolo, Arwin Datumaya Wahyudi Sumari, Emy Setyaningsih, Asih Pujiastuti, Anton Setiawan Honggowibowo, Edi Triono Nuryatno, Anggraini Kusumaningrum Abstract: 509 Viewers 10.47738/jads.v6i2.587

PDF 1116-1128

Impacting Technology on Employees' Job Performance: A Case Study of Commercial Banks in Vietnam Lam Thanh Hien, Phan Thanh Tam Abstract: 485 Viewers 10.47738/jads.v6i2.630

PDF 1129-1142

Detection of COVID-19 using EfficientnetV2-XL and Radam Optimizer from Chest X-ray Images Ibrahim Alkore Alshalabi, Tawfiq Alrawashdeh, Sumaya Abusaleh, Malek Zakarya Alksasbeh, Khalid Alemerien, Shorouq Al-Eidi, Hamzah Alshamaseen Abstract: 330 Viewers 10.47738/jads.v6i2.512

PDF 1143-1158

The Impact of Industrial Security Risk Management on Decision-Making in SMEs: A Confirmatory Factor Analysis Approach Mohammad Almaiah, Sabri Mekimah, Rahma zighed, Tayseer Alkhdour, Rommel AlAli, Rami Shehab Abstract: 395 Viewers 10.47738/jads.v6i2.543

PDF 1159-1174

FUZRUF-onto: A Methodology to Develop Fuzzy Rough Ontologies Rawan Sanyour, Manal Abdullah Abstract: 221 Viewers 10.47738/jads.v6i2.625

PDF 1175-1189

Generating Image Captions in Indonesian Using a Deep Learning Approach Based on Vision Transformer and IndoBERT Architectures Ahmad Apandi, Achmad Benny Mutiara, Dharmayanti Dharmayanti Abstract: 1005 Viewers 10.47738/jads.v6i2.672

PDF 1190-1201

Dimension-Expanding MLP in Transformer: Inappropriate Sentences and Paragraph Digital Content Filtering Ariq Cahya Wardhana, Andi Prademon Yunus, Rifki Adhitama, Muhammad Abdul Latief, Martryatus Sofia Abstract: 578 Viewers 10.47738/jads.v6i2.627

PDF 1202-1213

Recognizing Fake Documents by Instance-Based ML Algorithm Tuning with Neighborhood Size Prakash S., Kalaiselvi B., Sivachandar K., Malathy Batumalay Abstract: 240 Viewers 10.47738/jads.v6i2.654

PDF 1214-1228

A Proposed Model for Detecting Learning Styles Based on the Felder-Silverman Model Using KNN and LR with Electroencephalography (EEG) Muhammad Said Hasibuan, R Rizal Isnanto, Deshinta Arrova Dewi, Tri Basuki Kurniawan, Ming-Lang Yeh, Adi Wijaya Abstract: 538 Viewers 10.47738/jads.v6i2.659

PDF 1129-1139

Blended Teaching Model Optimization for Innovation and Entrepreneurship Courses through Data Analytics in Higher Education Liu Yang, Thosporn Sangsawang, Naruemon Thepnuan, Nawaphas Chankham, Thidarat Kulnattarawong Abstract: 266 Viewers 10.47738/jads.v6i2.734

PDF 1140-1153

Celebrity Characteristics and Purchase Intentions: A Structural Equation Modeling Analysis of YouTube Culinary Content N Azizia Gia Mutiarasari, Sri Hartini, Suwandi S. Sangadji, Lia Febria Lina Abstract: 410 Viewers 10.47738/jads.v6i2.634

PDF 1154-1168

Design of multiband antenna for full screen smartphone using ANSYS HFSS Karthick Manoj R., Suresh Kumar K., Ananth kumar T., Nishanth R., Abin John Joseph, Malathy Batumalay Abstract: 367 Viewers 10.47738/jads.v6i2.718

PDF 1169-1181

Kodein-Penetration: Recommendations of Customer Personalization Level in A CRM using Deep Learning Sudianto Sudianto, Muhammad Lulu Latif Usman, Dedy Agung Prabowo, Muhamad Azrino Gustalika, Silvia Van Marsally, Fajar Kamaludin Akhmad, Nazwa Aulia Rakhma, Bunga Laelatul Muna, Apri Pandu Wicaksono, Ari Rachman Abstract: 271 Viewers 10.47738/jads.v6i2.597

PDF 1182-1191

Power Quality Assessment in Grid-Connected Solar PV Systems Using Deep Learning Techniques Dhivya S., Prakash S., Malathy Batumalay Abstract: 275 Viewers 10.47738/jads.v6i2.655

PDF 1192-1208

Adaptive Estimation for the Distribution Model of Golden Apple Snail (Pomacea canaliculata (Lamarck)) Pests Using Kernel and Spline Smoothers with Goldenshluger-Lepski Method Zulfikar Zulfikar, Mohamad Nasirudin, Ambar Susanti, Agus Sifaunajah Abstract: 276 Viewers 10.47738/jads.v6i2.578

PDF 1209-1221

Severity Prediction of Jordan Road Accidents using Artificial Intelligence Dheya Mustafa, Mohammad Al-Hammouri, Safaa Khabour Abstract: 345 Viewers 10.47738/jads.v6i2.624

PDF 1222-1239

Intelligent Web Search Recommender System: An Application of Ensemble of Convolution Neural Network for Deep Semantic Content Analysis of Web Documents Suruchi Chawla Abstract: 217 Viewers 10.47738/jads.v6i2.571

PDF 1240-1251

Towards Developing an AI Random Forest Model Approach Adopted for Sustainable Food Supply Chain under Big Data Maram Saleh Miralam Abstract: 345 Viewers 10.47738/jads.v6i2.680

PDF 1252-1263

Instructional Strategy Competence Model for Pre-Service Teachers Using Data-Driven Approaches Lin Tang, Tiamyod Pasawano, Thosporn Sangsawang Abstract: 250 Viewers 10.47738/jads.v6i2.732

PDF 1264-1276

Automated Brain Tumor Analysis with Multimodal Fusion and Augmented Intelligence Karthick Manoj R., Aasha Nandhini S., Malathy Batumalay Abstract: 351 Viewers 10.47738/jads.v6i2.719

PDF 1277-1290

Integration of Sentiment Analysis and RFM in Restaurant Customer Segmentation: A 7P-Based CRM Model with Clustering Budi Sunarko, Uswatun Hasanah, Syahroni Hidayat, Rina Rachmawati Abstract: 420 Viewers 10.47738/jads.v6i2.633

PDF 1291-1300

Factors Influencing the Intention to Use Insurance Technology (Insurtech) Among Generation Z Using the Extended D-M Model M. Fankar Umran, Haris Maupa, Agustinus Purna Irawan, Andi Muhammad Sadat Abstract: 561 Viewers 10.47738/jads.v6i2.726

PDF 1301-1318

Human Capital and Sustainable Teacher Performance: Examining the Impact of Servant Leadership, Competence, and Professional Commitment in Catholic Education Hendro Budiyanto, Sundring Pantja Djati, Mohamad Subroto Alirejo, Wahju Astjarjo Rini Abstract: 314 Viewers 10.47738/jads.v6i2.638

PDF 1319-1338

Dynamic Replica Management Strategy Based-on Data Accessing Popularity for Load Balancing and Optimizing Network Performance in Cloud Storage S. Thavamani, Siti Sarah Maidin, S. T. Varun Abstract: 252 Viewers 10.47738/jads.v6i2.674

PDF 1339-1350

Applied Data Science for Exploring Human Resource Management Affecting the Competitiveness of Commercial Banks in Vietnam Lam Thanh Hien, Phan Thanh Tam Abstract: 401 Viewers 10.47738/jads.v6i2.710

PDF 1351-1366

Classification of Batik Motifs Using Multi-Texton Co-Occurrence Descriptor and Binarized Statistical Image Features Ahmad Rizki Maulana, Suprapto Suprapto, Dyah Aruming Tyas Abstract: 315 Viewers 10.47738/jads.v6i2.622

PDF 1367-1378

Unveiling Hybrid Model with Naive Bayes, Deep Learning, Logistic Regression for Predicting Customer Churn and Boost Retention Devibala Subramanian, Ajitha Ajitha, Siti Sarah Maidin Abstract: 378 Viewers 10.47738/jads.v6i2.675

PDF 1379-1391

Factors Affecting the Intention to Buy Electric Vehicles Through the Integration of Technology Acceptance Model and Prior Experience Hendra Noor Saleh, Haris Maupa, Cokki Cokki, Andi Muhammad Sadat Abstract: 673 Viewers 10.47738/jads.v6i2.730

PDF 1392-1412

Data Science Approaches to Analyzing Aesthetic Strategies in Contemporary Presidential Campaigns Isnawijaya Isnawijaya, Siti Rahayu Pratami Lexianingrum, Dwi Muhammad Taqwa, Deshinta Arrova Dewi, Tri Basuki Kurniawan Abstract: 326 Viewers 10.47738/jads.v6i2.609

PDF 1413-1425

Price Prediction of Aglaonema Ornamental Plants Using the Long Short-Term Memory (LSTM) Algorithm Yuni Sugiarti, Arif Imam Suroso, Irman Hermadi, Euis Sunarti, Fadhilah Bt Mat Yamin Abstract: 439 Viewers 10.47738/jads.v6i2.640

PDF 1426-1436

Data-Driven Knowledge Management Frameworks for Effective Risk and Crisis Management: A Cross-Industry Approach Eissa Mohammed Ali Qhal Abstract: 473 Viewers 10.47738/jads.v6i2.780

PDF 1437-1453

Transformer Architectures for Automated Brain Stroke Screening from MRI Images Abstract Husni Teja Sukmana, Zainal Arifin Hasibuan, Abdul Wahab Abdul Rahman, Luhur Bayuaji, Siti Ummi Masruroh Abstract: 535 Viewers 10.47738/jads.v6i2.736

PDF 1454-1468