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 5, No 3: SEPTEMBER 2024

Table of Contents

Articles

Applied Regression Modelling to Recommend Green Business Development in Vietnam
Lu Phi Nga, Nguyen Quoc Huy, Phan Thanh Tam,
Abstract: 83 Viewers 10.47738/jads.v5i3.294
PDF
822-837
Volatility Analysis of Cryptocurrencies using Statistical Approach and GARCH Model a Case Study on Daily Percentage Change
Sarmini Sarmini, Chyntia Raras Ajeng Widiawati, Diah Ratna Febrianti, Dwi Yuliana,
Abstract: 79 Viewers 10.47738/jads.v5i3.261
PDF
838-848
The Mediating Role of Psychological Ownership and Job Satisfaction in Human Resource Management Practices and Employee Loyalty: A Case Study of Sichuan University of Technology
Juncai He, Teetut Tresirichod,
Abstract: 67 Viewers 10.47738/jads.v5i3.266
PDF
849-863
Assessing Leadership Styles, Self-Efficacy, Job Satisfaction, and Organizational Commitment in Rural Administrative Officials Through Mixed-Methods and Quantitative Data Analysis
Aheruddin Aheruddin, Henry Eryanto, Tuty Sariwulan,
Abstract: 73 Viewers 10.47738/jads.v5i3.315
PDF
864-884
To Retrench or Invest? Evaluating the Turnaround and Recovery Strategies of Indonesia MNEs through Data Science Approaches
Willy Abdillah, Delly Nofiani, Maria Paramastri Hayuning Adi, Eka Marlina,
Abstract: 51 Viewers 10.47738/jads.v5i3.270
PDF
885-900
Enhancing Spam Detection Using Hybrid of Harris Hawks and Firefly Optimization Algorithms
Mosleh M. Abualhaj, Qusai Y. Shambour, Adeeb Alsaaidah, Ahmad Abu-Shareha, Sumaya Al-Khatib, Mohammad O. Hiari,
Abstract: 57 Viewers 10.47738/jads.v5i3.279
PDF
901-911
The Antecedents Affecting the Job Performance of Private Enterprises
Xiang Li, Teetut Tresirichod,
Abstract: 75 Viewers 10.47738/jads.v5i3.265
PDF
912-924
Perceived Risk as a Mediator Between Brand Trust, Perceived Fit, and Brand Extension Success: Case Study of China Time-honored Brand
Change Lu, Thitima Pulpetch, Liou-Yuan Li,
Abstract: 61 Viewers 10.47738/jads.v5i3.317
PDF
925-935
Novel Battery Management with Fuzzy Tuned Low Voltage Chopper and Machine Learning Controlled Drive for Electric Vehicle Battery Management: A Pathway Towards SDG
Vinoth Kumar P, Priya S, Gunapriya D, M Batumalay,
Abstract: 69 Viewers 10.47738/jads.v5i3.236
PDF
936-947
Implementation of Scale-Invariant Feature Transform Convolutional Neural Network for Detecting Distracted Driver
Nahdatul Fhadilla, Winita Sulandari, Irwan Susanto, Isnandar Slamet, Sugiyanto Sugiyanto, Sri Subanti, Etik Zukhronah, Hilman Ferdinandus Pardede, Jimmy Abdel Kadar,
Abstract: 61 Viewers 10.47738/jads.v5i3.222
PDF
948-960
Applying Structural Equation Modelling for Assessing Factors Influencing Innovation Capacity and Business Efficiency
Lu Phi Nga, Nguyen Quoc Huy, Phan Thanh Tam,
Abstract: 50 Viewers 10.47738/jads.v5i3.295
PDF
961-979
Applied Regression Modelling to Perfect Labor Law Policies Contributed to Increasing the Efficiency of Human Resource Management at FDI Enterprises
Tran Thi Bich Nga,
Abstract: 65 Viewers 10.47738/jads.v5i3.308
PDF
980-996
Asynchronous Programming based on Services with Application of Neural Networks as a Method of Taking Legitimate Measures at DDoS Attacks
Kairat Tokpayev, Agyn Bedelbayev,
Abstract: 39 Viewers 10.47738/jads.v5i3.276
PDF
997-1007
A Grid-search Method Approach for Hyperparameter Evaluation and Optimization on Teachable Machine Accuracy: A Case Study of Sample Size Variation
Edwin Ariesto Umbu Malahina, Gregorius Rinduh Iriane, Yohanes Suban Belutowe, Petrus Katemba, Jimi Asmara,
Abstract: 55 Viewers 10.47738/jads.v5i3.290
PDF
1008-1025
Synchronization Patterns for Digital Twin Systems
Wael Alghamdi, Emad Albassam,
Abstract: 55 Viewers 10.47738/jads.v5i3.267
PDF
1026-1037
A Multilingual Corpus for Panic and Worry in Code-Mixed Tweets by VADER Sentiment Analysis
Razailin Abdul Rashid, Siti Hafizah Ab Hamid, Faisal Fahmi,
Abstract: 49 Viewers 10.47738/jads.v5i3.259
PDF
1038-1051
Improved Hybrid Machine and Deep Learning Model for Optimization of Smart Egg Incubator
Anita Febriani, Refni Wahyuni, Mardeni Mardeni, Yuda Irawan, Rika Melyanti,
Abstract: 64 Viewers 10.47738/jads.v5i3.304
PDF
1052-1068
Performance Fuzzy Decision Model for Evaluating Employees’ Work-from-Home Performance
Christiawan Immanuel, Ditdit Nugeraha Utama,
Abstract: 44 Viewers 10.47738/jads.v5i3.269
PDF
1069-1086
The Success Factors of E-Philanthropy are Determined Based on Perceived Trust, Perceived Usefulness, Subjective Norms, Enjoyment and Religiosity: A Case Study on a Charity Site
Husni Teja Sukmana, Herlino Nanang, Fenty Eka Muzayyana Agustin, Zidny Fiqha Aristoi, Khansa Azizah,
Abstract: 45 Viewers 10.47738/jads.v5i3.310
PDF
1087-1095
Computer Simulation of Control of High-Order Nonlinear Systems using Feedback
Gulnaz Bakhadirova, Nurbolat Tasbolatuly, Alua Tanirbergenova, Aigul Dautova, Akerke Akanova, Yuliya Ulikhina,
Abstract: 37 Viewers 10.47738/jads.v5i3.275
PDF
1096-1109
Data Processing and Optimization in the Development of Machine Learning Systems: Detailed Requirements Analysis, Model Architecture, and Anti-Data Drift Strategies
Nataliya Boyko,
Abstract: 50 Viewers 10.47738/jads.v5i3.278
PDF
1110-1122
Retinopathy Classification using Convolutional Neural Network Method with Adaptive Momentum Optimization and Applied Batch Normalization
Isnandar Slamet, Dhestahendra Citra Susilotomoa, Etik Zukhronah, Sri Subanti, Irwan Susanto, Winita Sulandari, Sugiyanto Sugiyanto, Yuliana Susanti,
Abstract: 40 Viewers 10.47738/jads.v5i3.309
PDF
1123-1133
Mitigating Healthcare Information Overload: a Trust-aware Multi-Criteria Collaborative Filtering Model
Qusai Y Shambour, Mosleh M Abualhaj, Ahmad Abu-Shareha, Abdelrahman H Hussein, Qasem M Kharma,
Abstract: 33 Viewers 10.47738/jads.v5i3.297
PDF
1134-1146
Lower Limb Prosthetics using Optimized Deep Learning Model – a Pathway Towards SDG Good Health and Well Being
Prakash S, Jeyasudha M, Priya S, M Batumalay,
Abstract: 33 Viewers 10.47738/jads.v5i3.239
PDF
1147-1161
Elements Influencing the Caliber of Electronic Logistics Services in Vietnam
Trinh Le Tan, Tung Minh Tran,
Abstract: 38 Viewers 10.47738/jads.v5i3.277
PDF
1162-1174
Early Stopping on CNN-LSTM Development to Improve Classification Performance
M. Khairul Anam, Sarjon Defit, Haviluddin Haviluddin, Lusiana Efrizoni, Muhammad Bambang Firdaus,
Abstract: 40 Viewers 10.47738/jads.v5i3.312
PDF
1175-1188
Assessing the Performance and Competitive Strategies of Bamboo Weaving MSMEs in Bali Using Quantitative Associative Causal Design
I Made Kartika, I Made Sumada, I Made Adi Suwandana, Yudistira Adnyana, I Dewa Gede Putra Sedana, I Wayan Meryawan,
Abstract: 34 Viewers 10.47738/jads.v5i3.320
PDF
1189-1209
Logistic Regression Analysis of Factors that Influence User Experience in Student Medical Report Applications
Tenia Wahyuningrum, Novian Adi Prasetyo, Gita Fadila Fitriana, Dimas Fanny Hebrasianto Permadi, Rr. Setyawati, Joewandewa Yuliansyah, Khoem Sambath,
Abstract: 30 Viewers 10.47738/jads.v5i3.285
PDF
1210-1222
Anomaly Detection in Sales Transactions for FMCG (Fast Moving Consumer Goods) Distribution
Eggy Tanuwijaya, Tuga Mauritsius,
Abstract: 40 Viewers 10.47738/jads.v5i3.228
PDF
1223-1236
Early Detection of Female Type-2 Diabetes using Machine Learning and Oversampling Techniques
Lana Al-Dabbas, Ahmad Adel Abu-Shareha,
Abstract: 32 Viewers 10.47738/jads.v5i3.298
PDF
1237-1245
Data Management as a Critical Component of Protecting Corporate Devices
Agassi Melikov, Vagif Gasimov, Samur Ahmadov,
Abstract: 26 Viewers 10.47738/jads.v5i3.283
PDF
1246-1257
Development and Research of an Autonomous Device for Sending a Distress Signal Based on a Low-Orbit Satellite Communication System
Nurbolat Ondyrbayev, Sabyrzhan Zhumagali, Katipa Chezhimbayeva, Yelaman Zhumanov, Nursultan Nurzhauov,
Abstract: 25 Viewers 10.47738/jads.v5i3.289
PDF
1258-1271
Machine Learning Algorithm Optimization using Stacking Technique for Graduation Prediction
Herianto Herianto, Bambang Kurniawan, Zupri Henra Hartomi, Yuda Irawan, M Khairul Anam,
Abstract: 33 Viewers 10.47738/jads.v5i3.316
PDF
1272-1285
Implementation of Enhanced Axis Aligned Bounding Box for Object Collision Detection in Distributed Virtual Environment
Elfizar Elfizar, Tutut Herawan, Sukamto Sukamto,
Abstract: 25 Viewers 10.47738/jads.v5i3.226
PDF
1286-1298
Gum Disease Identification Using Fuzzy Expert System
Muhammad Nasir, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Nurul Shaira Binti Bujang,
Abstract: 43 Viewers 10.47738/jads.v5i3.346
PDF
1299-1310
Applied Random Forest Algorithm for News and Article Features on The Stock Price Movement: An Empirical Study of The Banking Sector in Vietnam
Nguyen Minh Nhat,
Abstract: 36 Viewers 10.47738/jads.v5i3.338
PDF
1311-1324
Sustainable Educational Data Mining Studies: Identifying Key Factors and Techniques for Predicting Student Academic Performance
Murnawan Murnawan, Sri Lestari, Rosalim Samihardjo, Deshinta Arrova Dewi,
Abstract: 43 Viewers 10.47738/jads.v5i3.347
PDF
1325-1342
Ethno-Flipped Learning of Mathematics Lessons Based on Internalizing Data from Tri Mandala Concept on Schoology Platform
I Made Ardana, I Made Sugiarta, I Gde Wawan Sudatha, Made Susi Lissia Andayani, Dewa Gede Hendra Divayana,
Abstract: 26 Viewers 10.47738/jads.v5i3.361
PDF
1343-1353
Water Quality Prediction using Random Forest Algorithm and Optimization
Deshinta Arrova Dewi, Aik Sam Wei, Leong Chi Lin, Chang Ding Heng,
Abstract: 28 Viewers 10.47738/jads.v5i3.348
PDF
1354-1362
Combined Fire Fly – Support Vector Machine Digital Radiography Classification (FF-SVM-DRC) Model for Inferior Alveolar Nerve Injury (IANI) Identification
P. Manikandaprabhu, C. Thirumoorthi, M. Batumalay, Zhengrui Xu,
Abstract: 31 Viewers 10.47738/jads.v5i3.356
PDF
1363-1375
An Effective Investigation of Genetic Disorder Disease Using Deep Learning Methodology
B. Vidhya, B. L. Shivakumar, Siti Sarah Maidin, Jing Sun,
Abstract: 17 Viewers 10.47738/jads.v5i3.370
PDF
1376-1385
Deep Wiener Deconvolution Denoising Sparse Autoencoder Model for Pre-processing High-resolution Satellite Images
S. Kiruthika, G. Maria Priscilla, Anna Saro Vijendran, M. Batumalay, Zhengrui Xu,
Abstract: 19 Viewers 10.47738/jads.v5i3.357
PDF
1386-1398
Optimized Deep Learning method for Enhanced Medical Diagnostics of Polycystic Ovary Syndrome Detection
M. Praneesh, N. Nivetha, Siti Sarah Maidin, Wu Ge,
Abstract: 23 Viewers 10.47738/jads.v5i3.368
PDF
1399-1411
IoT based Intrusion Detection for Edge Devices using Augmented System
R. Nagarajan, M. Batumalay, Zhengrui Xu,
Abstract: 18 Viewers 10.47738/jads.v5i3.358
PDF
1412-1423
Entrepreneurial Orientation and MSME’s Tourism Performance: The Mediating Role of Social Media Capability
Ryna Parlyna, Perengki Susanto, Abror Abror, Arif Marsal,
Abstract: 39 Viewers 10.47738/jads.v5i3.377
PDF
1424-1439
Optimizing Emergency Logistics Identification: Utilizing A Deep Learning Model in the Big Data Era
V. Sumathi, B. L. Shivakumar, Siti Sarah Maidin, Wu Ge,
Abstract: 21 Viewers 10.47738/jads.v5i3.369
PDF
1440-1448
Clustering the Unlabeled Data Using a Modified Cat Swarm Optimization
Deshinta Arrova Dewi, Tri Basuki Kurniawan, Mohd Zaki Zakaria, Sheeba Armoogum,
Abstract: 23 Viewers 10.47738/jads.v5i3.349
PDF
1449-1461
Modeling Ramadan Hilal Classification with Image Processing Technology Using YOLO Algorithm
Nenny Anggraini, Zulkifli Zulkifli, Nashrul Hakiem,
Abstract: 14 Viewers 10.47738/jads.v5i3.311
PDF
1462-1471
Efficient Web Mining on MyAnimeList: A Concurrency-Driven Approach Using the Go Programming Language
Muhammad Daffa Arviano Putra, Deshinta Arrova Dewi, Wahyuningdiah Trisari Harsanti Putri, Harry Tursulistyono Yani Achsan,
Abstract: 40 Viewers 10.47738/jads.v5i3.352
PDF
1472-1481
Unveiling Criminal Activity: a Social Media Mining Approach to Crime Prediction
Sheeba Armoogum, Deshinta Arrova Dewi, Vinaye Armoogum, Nicolas Melanie, Tri Basuki Kurniawan,
Abstract: 19 Viewers 10.47738/jads.v5i3.350
PDF
1482-1494
Identifying Student Learning Styles Using Support Vector Machine in Felder-Silverman Model
Andhika Rafi Hananto, Aina Musdholifah, Retantyo Wardoyo,
Abstract: 24 Viewers 10.47738/jads.v5i3.337
PDF
1495-1507
Breast Cancer Prediction Using Metrics-Based Classification
Sheeba Armoogum, Deshinta Arrova Dewi, Motean Kezhilen, Dedi Trinawarman,
Abstract: 24 Viewers 10.47738/jads.v5i3.351
PDF
1508-1519