Journal of Applied Data Sciences

  Journal title   Journal of Applied Data Sciences  
  Initials   JADS
  Abbreviation   J. Appl. Data Sci.
  Online ISSN   2723-6471
  Frequency   4 issues per year
  DOI   doi.org/10.47738/jads
  Editor-in-chief  

Prof. Dr. Ibrahiem M. M. El Emary, (ID Scopus: 15135499400), King Abdulaziz University, Kingdom of Saudi Arabia 
  Organizer / Collaboration   Computer Science and Systems Information Technology, King Abdulaziz University, Kingdom of Saudi Arabia.
  Citation Analysis   Scopus | Web of Science | Google Scholar

Established in 2020, the Journal of Applied Data Science (JADS) aims to advance and promote data science methods, computing, and applications in all scientific fields where knowledge and insights are to be extracted from data. The journal publishes research works on the full spectrum of the data science including statistics, computer science, and domain applications. The topics can be about any aspect of the life cycle (collecting, processing, analyzing, communicating, etc.) of data science projects from any field that involves understanding and making effective use of data. The emphasis is on applications, case studies, statistical  methods,computational tools, and reviews of data science.

Finally, accepted and published papers will be freely accessed in this website and the following abstracting & indexing databases:

 

OAI Address
Journal of Applied Data Sciences has OAI address : https://bright-journal.org/Journal/index.php/JADS/oai

Before submission,
You have to make sure that your paper is prepared using the JADS paper Template,has been carefully proofread and polished and conformed to the author guidelines.
Online Submissions

Registration and login are required to submit items online and to check the status of current submissions.

Announcements

 

LATEST POLICY REGARDING PUBLICATION AND CONFERENCE COLLABORATION BY JADS

  

Dear Authors, Editors, Readers, and Reviewers:

In line with our commitment to uphold the quality and integrity of scholarly publications, we would like to inform the community of the latest policy related to the dissemination of scholarly work published in the Journal of Applied Data Sciences (JADS).

JADS WILL NOT Publish Papers from Other Conferences:
JADS will not accept or publish papers that have been presented at other conferences. This is to ensure that each published work in JADS is an original contribution and has not been previously published.

Exclusive Collaboration Only with ICADS:
JADS will exclusively engage in official conference collaborations with ICADS (The 2024 International Conference on Applied Data Sciences). All joint publications and similar collaborations will be conducted exclusively through this platform.

Reporting of Conference Contributions:
If authors have presented their papers at other conferences previously, this information must be disclosed to the JADS editors during the manuscript submission process. This information is necessary for evaluating the originality of the work.

The Significance of Scientific Integrity:
This decision is made to enhance the scientific integrity of JADS and ensure that the contributions of researchers are acknowledged in the most effective and transparent manner.
We kindly request all authors, readers, and stakeholders to take note of this announcement. We appreciate your support and understanding as we strive to maintain the high standards of JADS as a leading journal in the field of Data Science.

Thank you for your continued interest in our work.

Best wishes,
Management of JADS

  
Posted: 2024-01-13 More...
 
More Announcements...

Vol 6, No 1: JANUARY 2025

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