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Home > Archives > Vol 6, No 1

DOI: https://doi.org/10.47738/jads.v6i1

Table of Contents

Articles

Improving Classification Accuracy of Local Coconut Fruits with Image Augmentation and Deep Learning Algorithm Convolutional Neural Networks (CNN) Usman Usman, Fitri Yunita, Muh. Rasyid Ridha Abstract: 455 Viewers 10.47738/jads.v6i1.389

PDF 1-19

Cellular Traffic Prediction Models Using Convolutional Long Short-Term Memory A Sunil Samson, N Sumathi, Siti Sarah Maidin, Qingxue Yang Abstract: 229 Viewers 10.47738/jads.v6i1.472

PDF 20-33

Classification of Starling Images Using a Bayesian Network April Lia Hananto, Aviv Yuniar Rahman, Tukino Paryono, Bayu Priyatna, Agustia Hananto, Baenil Huda Abstract: 228 Viewers 10.47738/jads.v6i1.423

PDF 34-46

Determining Important Features for Dengue Diagnosis using Feature Selection Methods Yulianti Paula Bria, Paskalis Andrianus Nani, Yovinia Carmeneja Hoar Siki, Natalia Magdalena Rafu Mamulak, Emiliana Metan Meolbatak, Robertus Dole Guntur Abstract: 146 Viewers 10.47738/jads.v6i1.445

PDF 47-59

Machine Learning Techniques for Distinguishing Android Malware Variants Irwansyah Irwansyah, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Nurhafifi Binti Azmi Abstract: 174 Viewers 10.47738/jads.v6i1.493

PDF 60-70

The Development of Stacking Techniques in Machine Learning for Breast Cancer Detection Lucky Lhaura Van FC, M. Khairul Anam, Saiful Bukhori, Abd Kadir Mahamad, Sharifah Saon, Rebecca La Volla Nyoto Abstract: 239 Viewers 10.47738/jads.v6i1.416

PDF 71-85

Designing Planograms for Retail Shelves: A Visual Merchandising Approach Using Apriori Algorithm and K-Means Clustering of Customer Preferences Jundi Nourfateha Elquthb, Agus Mansur Abstract: 145 Viewers 10.47738/jads.v6i1.375

PDF 86-100

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types Diana Diana, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mashal Kasem Alqudah, Musab Kasim Alqudah, Mohd Zaki Zakari, Eyna Fahera Binti Eddie Fuad Abstract: 155 Viewers 10.47738/jads.v6i1.480

PDF 101-114

Identifying Key Factors Causing Flooding Using Machine Learning Adie Wahyudi Oktavia Gama, Monalisa Dennatan, I Gusti Ngurah Putu Dharmayasa, Me Me Maw, I Putu Sugiana, Irma Suryanti Abstract: 139 Viewers 10.47738/jads.v6i1.463

PDF 115-130

Object-Level Sentiment Analysis Use a Language Model Thuy Thi Le, Tuoi Thi Phan Abstract: 155 Viewers 10.47738/jads.v6i1.448

PDF 131-142

Speech Enhancement using Sliding Window Empirical Mode Decomposition with Median Filtering Technique Poovarasan Selvaraj, Siti Sarah Maidin, Qingxue Yang Abstract: 92 Viewers 10.47738/jads.v6i1.470

PDF 143-154

Security Issues and Weaknesses in Blockchain Cloud Infrastructure: A Review Article Hala A. Albaroodi, Mohammed Anbar Abstract: 284 Viewers 10.47738/jads.v6i1.324

PDF 155-177

User Interface Design of Interactive Video Based on Balinese Local Cultural Values Data in the Menek Daha Ceremony to Support Character Education I Wayan Sudiarta, Dewa Gede Hendra Divayana, I Made Tegeh, I Gde Wawan Sudatha Abstract: 149 Viewers 10.47738/jads.v6i1.430

PDF 178-188

Utilizing Sentiment Analysis for Reflect and Improve Education in Indonesia Henderi Henderi, Asro Asro, Agus Sulaiman, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mashal AlQudah Abstract: 204 Viewers 10.47738/jads.v6i1.527

PDF 189-200

Gamification Effect of Team Games Tournament in Game-Based Learning on Student Motivation Anugerah Bagus Wijaya, Faridatun Nida, Salsa Billa Zulmi Zettira, Suliswaningsih Suliswaningsih, Fiby Nur Afiana, Zanuar Rifai Abstract: 214 Viewers 10.47738/jads.v6i1.450

PDF 201-212

Enhanced Fall Detection using Optimized Random Forest Classifier on Wearable Sensor Data Lasmedi Afuan, R. Rizal Isnanto Abstract: 133 Viewers 10.47738/jads.v6i1.498

PDF 213-224

Recommender System for Book Review based on Clustering Algorithms Devi Udariansyah, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Nur Syuhana binti Abd Hanan Abstract: 100 Viewers 10.47738/jads.v6i1.492

PDF 225-235

Palm Oil Industry Dynamics: Assessing P/B Ratios of Indonesian Palm Oil Companies through Palm Tree Profile, Average FFB Yield, and Palm Oil Extraction Rate Nixxen Dimitri Hadi, Bambang Leo Handoko, Ang Swat Lin Lindawati, Haryadi Sarjono Abstract: 100 Viewers 10.47738/jads.v6i1.483

PDF 236-246

Using Machine Learning Approach to Cluster Marine Environmental Features of Lesser Sunda Island Evellin Dewi Lusiana, Suci Astutik, Nurjannah Nurjannah, Abu Bakar Sambah Abstract: 103 Viewers 10.47738/jads.v6i1.478

PDF 247-258

Deep Learning Incorporated with Augmented Reality Application for Watch Try-On Andri Andri, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mashal Kasem Alqudah, Musab Kasim Alqudah, Mohd Zaki Zakaria, Putri Aisha Athira binti Hisham Abstract: 137 Viewers 10.47738/jads.v6i1.529

PDF 259-271

Searching Sahih Hadiths Based on Queries using Neural Models and FastText Sari Susanti, Ina Najiyah, Yudi Ramdhani, Asti Herliana, Masaldi Kharisma Muckti, Fani Rahma Oktaviani Abstract: 119 Viewers 10.47738/jads.v6i1.467

PDF 272-285

The Cumulative Capacitated Vehicle Routing Problem with Time-dependent on Humanitarian Logistics for Disaster Management Dedy Hartama, Wanayumini Wanayumini, Irfan Sudahri Damanik Abstract: 152 Viewers 10.47738/jads.v6i1.481

PDF 286-298

Assessing Novice Voter Resilience on Disinformation During Indonesia Elections 2024 with Naïve Bayes Classifier Yulius Hari, Minny Elisa Yanggah, Adi Suryaputra Paramita Abstract: 116 Viewers 10.47738/jads.v6i1.489

PDF 299-310

Current and Future Trends for Sustainable Software Development: Software Security in Agile and Hybrid Agile through Bibliometric Analysis Siti Sarah Maidin, Norzariyah Yahya, Muhammad Ashraf bin Fauri Fauzi, Normi Sham Awang Abu Bakar Abstract: 260 Viewers 10.47738/jads.v6i1.473

PDF 311-324

Predicting Network Performance Degradation in Wireless and Ethernet Connections Using Gradient Boosting, Logistic Regression, and Multi-Layer Perceptron Models Chyntia Raras Ajeng Widiawati, Sarmini Sarmini, Dwi Yuliana Abstract: 99 Viewers 10.47738/jads.v6i1.519

PDF 325-338

Enhancing Online Batik Shopping Experience through Live Streaming Commerce and the LYFY Application Trianggoro Wiradinata, Wilbert Bryan Wibowo, Yustus Eko Oktian, Indra Maryati, Yosua Setyawan Soekamto Abstract: 148 Viewers 10.47738/jads.v6i1.504

PDF 339-353

Improved Performance of Hybrid GRU-BiLSTM for Detection Emotion on Twitter Dataset M. Khairul Anam, Munawir Munawir, Lusiana Efrizoni, Nurul Fadillah, Wirta Agustin, Irwanda Syahputra, Tri Putri Lestari, Muhammad Bambang Firdaus, Lathifah Lathifah, Atalya Kurnia Sari Abstract: 228 Viewers 10.47738/jads.v6i1.459

PDF 354-365

Fake vs Real Image Detection Using Deep Learning Algorithm Fatoni Fatoni, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Abdul Muniif Mohd Muhayeddin Abstract: 283 Viewers 10.47738/jads.v6i1.490

PDF 366-376

Enhancing Apple Leaf Disease Detection with Deep Learning: From Model Training to Android App Integration Cahyono Budy Santoso, Marcello Singadji, Denny Ganjar Purnama, Saimam Abdel, Aqila Kharismawardani Abstract: 138 Viewers 10.47738/jads.v6i1.507

PDF 377-390

Analysis of Seismic Data in Sumatra using Robust K-Means Clustering Ulfasari Rafflesia, Dedi Rosadi, Devni Prima Sari, Pepi Novianti Abstract: 92 Viewers 10.47738/jads.v6i1.523

PDF 391-404

Optimizing Survival Prediction in Children Undergoing Hematopoietic Stem Cell Transplantation through Enhanced Chaotic Harris Hawk Deep Clustering R. Arthi, G Maria Priscilla, Siti Sarah Maidin, Qingxue Yang Abstract: 82 Viewers 10.47738/jads.v6i1.468

PDF 405-415

Classification of Political Party Conflicts and Their Mediation Using Modified Recurrent Convolutional Neural Network Slamet Riyadi, Muhamad Arief Previasakti Suradi, Cahya Damarjati, Hsing-Chung Chen, Ridho Al-Hamdi, Ahmad Musthafa Masyhur Abstract: 125 Viewers 10.47738/jads.v6i1.513

PDF 416-425

Polarization of Religious Issues in Indonesia’s Social Media Society and Its Impact on Social Conflict Barzan Faizin, Susanti Ainul Fitri, Enjang AS, Dian Sa'adillah Maylawati, Naufal Rizqullah, Muhammad Ali Ramdhani Abstract: 222 Viewers 10.47738/jads.v6i1.447

PDF 426-442

Evaluating Deep Learning Architectures for Potato Pest Identification: A Comparative Study of NasNetMobile, DenseNet, and Inception Models Sri Hadianti, Dwiza Riana, Daning Nur Sulistyowati Abstract: 132 Viewers 10.47738/jads.v6i1.545

PDF 443-454

Enhancing Field-Controlled DC Motors with Artificial Intelligence-Infused Fuzzy Logic Controller Essam Natsheh Abstract: 99 Viewers 10.47738/jads.v6i1.508

PDF 455-469

Applied Structure Equation Model for Policy Suggestions to Develop the Digital Economy in Vietnam Lam Thanh Hien, Phan Thanh Tam Abstract: 158 Viewers 10.47738/jads.v6i1.525

PDF 470-482

Mixed Method Usability Testing for User Experience and User Interface of AI-Based Supermarket Applications Esti Dwi Rinawiyanti, Rosita Meitha Surjani, Markus Hartono, Eunike Putri Permatasari, Angela Carla Viana Chrisma Abstract: 171 Viewers 10.47738/jads.v6i1.453

PDF 483-495

Machine Learning Models for Predicting Flood Events Using Weather Data: An Evaluation of Logistic Regression, LightGBM, and XGBoost Maharina Maharina, Tukino Paryono, Ahmad Fauzi, Jamaludin Indra, Sihabudin Sihabudin, Muhammad Khoiruddin Harahap, Lutfi Trisandi Rizki Abstract: 239 Viewers 10.47738/jads.v6i1.503

PDF 496-507

Student Engagement in E-Learning During Crisis: An Unsupervised Machine Learning and Exploratory Data Analysis Approach Rachid Ait Daoud, Abdellah Amine, Karim Abouelmehdi, Ayoub Razouk Abstract: 135 Viewers 10.47738/jads.v6i1.458

PDF 508-525

Opinion Mining in Text Short by Using Word Embedding and Deep Learning Shaima Mahdi Orebi, Asmaa Mohsin Naser Abstract: 128 Viewers 10.47738/jads.v6i1.438

PDF 526-636

Applying Structural Equation Modelling for Examining the Impact of Quality Dimensions in Improving the Adoption of Digital-Learning Platforms Tayseer Alkhdour, Mohammed Amin Almaiah, Rima Shishakly, Rommel AlAli Abstract: 127 Viewers 10.47738/jads.v6i1.518

PDF 637-650

Fuzzy TOPSIS-Based Group Decision Model for Selecting IT Employees Abigail Vania, Ditdit Nugeraha Utama Abstract: 152 Viewers 10.47738/jads.v6i1.511

PDF 651-666

Optimizing Stunting Detection through SMOTE and Machine Learning: a Comparative Study of XGBoost, Random Forest, SVM, and k-NN Tri Sugihartono, Benny Wijaya, Marini Marini, Ahmad Paqih Alkayess, Hendra Agustian Anugerah Abstract: 146 Viewers 10.47738/jads.v6i1.494

PDF 667-682

Enhancing Sharia Stock Price Forecasting using a Hybrid ARIMA-LSTM with Locally Weighted Scatterplot Smoothing Regression Approach Aris Gunaryati, Achmad Benny Mutiara, Sulistyo Puspitodjati Abstract: 128 Viewers 10.47738/jads.v6i1.514

PDF 683-694

Utilizing Systematic Digital Platforms and Instructional Design in Health Communication: A Data-Driven Approach in China's Curriculum Ying Fu, Thosporn Sangsawang, Metee Pigultong, Wasan Watkraw Abstract: 59 Viewers 10.47738/jads.v6i1.651

PDF 695-713

Development of Gamification-Based Learning Management System (LMS) with Agile Approach and Personalization of FSLSM Learning Style to Improve Learning Effectiveness Jeffri Prayitno Bangkit Saputra, Harjanto Prabowo, Ford Lumban Gaol, Gatot Fatwanto Hertono Abstract: 82 Viewers 10.47738/jads.v6i1.486

PDF 714-725

Applying Factor Analysis to Assess Employment Competitiveness Strategies: A Data Science Perspective Yang Wang, Thosporn Sangsawang, Piyanan Pannim Vipahasna, Kitipoom Vipahasna, Wasan Watkraw Abstract: 82 Viewers 10.47738/jads.v6i1.650

PDF 726-741

Decentralized Materials Data Management using Blockchain, Non-Fungible Tokens, and Interplanetary File System in Web3 I Gede Agus Krisna Warmayana, Yuichiro Yamashita, Nobuto Oka Abstract: 94 Viewers 10.47738/jads.v6i1.380

PDF 742-752

Traditional-Enhance-Mobile-Ubiquitous-Smart: Model Innovation in Higher Education Learning Style Classification Using Multidimensional and Machine Learning Methods Irfan Santiko, Tri Retnaningsih Soeprobowati, Bayu Surarso, Imam Tahyudin, Zainal Arifin Hasibuan, Ahmad Naim Che Pee Abstract: 106 Viewers 10.47738/jads.v6i1.598

PDF 753-772

Data-Driven Development of an Elderly Training Package Using the GCC Model Fan Cheng, Thosporn Sangsawang, Metee Pigultong, Wasan Watkraw Abstract: 76 Viewers 10.47738/jads.v6i1.662

PDF 773-787

High-Accuracy Stroke Detection System Using a CBAM-ResNet18 Deep Learning Model on Brain CT Images Imam Tahyudin, R Rizal Isnanto, Anton Satria Prabuwono, Taqwa Hariguna, Eko Winarto, Nazwan Nazwan, Ades Tikaningsih, Puji Lestari, Rofik Abdul Rozak Abstract: 165 Viewers 10.47738/jads.v6i1.569

PDF 788-799