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

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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 4: DECEMBER 2024

Table of Contents

Articles

Performance Evaluation of Fuzzy Logic System for Dendrobium Identification Based on Leaf Morphology
Arie Setya Putra, Admi Syarif, Mahfut Mahfut, Sri Ratna Sulistiyanti, Muhammad Said Hasibuan,
Abstract: 134 Viewers 10.47738/jads.v5i4.224
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1520-1529
Performance Comparison of Whale and Harris Hawks Optimizers with Network Intrusion Prevention Systems
Mosleh M. Abualhaj, Sumaya N Al-Khatib, Mohammad A Alsharaiah, Mohammad O Hiari,
Abstract: 65 Viewers 10.47738/jads.v5i4.323
PDF
1530-1538
Diagnosing Cardiovascular Diseases using Optimized Machine Learning Algorithms with GridSearchCV
Khalid Alemerien, Saleel Alsarayreh, Enshirah Altarawneh,
Abstract: 134 Viewers 10.47738/jads.v5i4.280
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1539 -1552
Ensembling Methods for Data Privacy in Data Science
N Mahendiran, B L Shivakumar, Siti Sarah Maidin, Hao Wu,
Abstract: 39 Viewers 10.47738/jads.v5i4.341
PDF
1553-1565
Applied Data Science and Artificial Intelligence for Tourism and Hospitality Industry in Society 5.0: A Review
Hartatik Hartatik, R. Rizal Isnanto, Budi Warsito,
Abstract: 106 Viewers 10.47738/jads.v5i4.300
PDF
1566-1578
Aspect-Based Sentiment Analysis of Healthcare Reviews from Indonesian Hospitals based on Weighted Average Ensemble
Esther Irawati Setiawan, Patrick Tjendika, Joan Santoso, FX Ferdinandus, Gunawan Gunawan, Kimiya Fujisawa,
Abstract: 48 Viewers 10.47738/jads.v5i4.328
PDF
1579-1596
Congestion Predictive Modelling on Network Dataset Using Ensemble Deep Learning
Purnawansyah Purnawansyah, Aji Prasetya Wibawa, Triyanna Widiyaningtyas, Haviluddin Haviluddin, Roesman Ridwan Raja, Herdianti Darwis, Andrew Nafalski,
Abstract: 92 Viewers 10.47738/jads.v5i4.333
PDF
1597-1613
Transforming Agriculture: An Insight into Decision Support Systems in Precision Farming
Ding Yi, Luo Jun, Gao Haodic, Zhang Xing, Ye Lie, Siti Sarah Maidin, Wan Hussain Wan Ishak, Walton Wider,
Abstract: 74 Viewers 10.47738/jads.v5i4.274
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1614-1624
Leveraging K-Nearest Neighbors with SMOTE and Boosting Techniques for Data Imbalance and Accuracy Improvement
Adyanata Lubis, Yuda Irawan, Junadhi Junadhi, Sarjon Defit,
Abstract: 64 Viewers 10.47738/jads.v5i4.343
PDF
1625-1638
Applied Density-Based Clustering Techniques for Classifying High-Risk Customers: A Case Study of Commercial Banks in Vietnam
Nguyen Minh Nhat,
Abstract: 70 Viewers 10.47738/jads.v5i4.344
PDF
1639-1653
A Framework for Diabetes Detection Using Machine Learning and Data Preprocessing
Ahmad Adel Abu-Shareha, Haneen Qutaishat, Asma Al-Khayat,
Abstract: 54 Viewers 10.47738/jads.v5i4.363
PDF
1654-1667
The Efficacy of Online Gamification in Improving Basic English Skills for Fourth-Grade Students
Tiamyod Pasawano, Thosporn Sangsawang,
Abstract: 58 Viewers 10.47738/jads.v5i4.410
PDF
1668-1677
Utilizing Structural Equation Modelling to Evaluate Factors Affecting Investment Capital Attraction and Sustainable Development in Vietnam
Do Thi Lan Dai, Phan Thanh Tam,
Abstract: 51 Viewers 10.47738/jads.v5i4.428
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1678-1691
Spam Feature Selection Using Firefly Metaheuristic Algorithm
Mosleh M Abualhaj, Mohammad O Hiari, Adeeb Alsaaidah, Mahran Al-Zyoud, Sumaya Al-Khatib,
Abstract: 46 Viewers 10.47738/jads.v5i4.336
PDF
1692-1700
A Comprehensive Stacking Ensemble Approach for Stress Level Classification in Higher Education
Hendry Fonda, Yuda Irawan, Rika Melyanti, Refni Wahyuni, Abdi Muhaimin,
Abstract: 46 Viewers 10.47738/jads.v5i4.388
PDF
1701-1714
Stochastic Queuing System Model Design Based on Stakeholder Aspirations
Imam Djati Widodo, Ali Parkhan, Qurtubi Qurtubi,
Abstract: 50 Viewers 10.47738/jads.v5i4.314
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1715-1725
Novel Predictive Framework for Student Learning Styles Based on Felder-Silverman and Machine Learning Model
Wiga Maulana Baihaqi, Rujianto Eko Saputro, Fandy Setyo Utomo, Sarmini Sarmini,
Abstract: 58 Viewers 10.47738/jads.v5i4.408
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1726-1737
Sentiment Analysis of the Kampus Merdeka Program on Twitter Using Support Vector Machine and a Feature Extraction Comparison: TF-IDF vs. FastText
Lasmedi Afuan, Nurul Hidayat,
Abstract: 54 Viewers 10.47738/jads.v5i4.436
PDF
1738-1753
Artificial Intelligence Techniques for Early Autism Detection in Toddlers: A Comparative Analysis
Qusai Shambour, Nazem Qandeel, Yousef Alrabanah, Anan Abumariam, Mohd Khaled Shambour,
Abstract: 57 Viewers 10.47738/jads.v5i4.353
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1754-1764
Environment Sentiment Analysis of Bali Coffee Shop Visitors Using Bidirectional Encoder Representations from Transformers (BERT) and Generative Pre-trained Transformer 2 (GPT2) Model
Ni Putu Widya Yuniari, Ni Made Satvika Iswari, I Made Surya Kumara,
Abstract: 46 Viewers 10.47738/jads.v5i4.302
PDF
1765-1781
Enforcement of Community Activity Restrictions Level Prediction in Jakarta Using Long Short-Term Memory Network
Chendra Dewangga, Seng Hansun,
Abstract: 25 Viewers 10.47738/jads.v5i4.318
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1782-1789
Developing a Parallel Network Slack-Based Measure Model in the Occurrence of Hybrid Integer-Valued Data and Uncontrollable Factors
Syarifah Nurfuaduz Zakiah Habib Dzulkarnain, Mohd Kamal Mohd Nawawi, Rosmaini Kashim,
Abstract: 36 Viewers 10.47738/jads.v5i4.407
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1790-1801
Convolutional Neural Network for Battery System Monitoring and SOC Estimation for Ev Applications to Achieve Sustainability
Priya S, Vinoth Kumar P, Sridevi V, M Batumalay, Gunapriya D,
Abstract: 57 Viewers 10.47738/jads.v5i4.237
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1802-1813
Biophysical Model of Mount Babaris for Predicting Carbon Potential using Remote Sensing
Ahmad Jauhari, Isna Syauqiah, La Taati, Munsyi Munsyi,
Abstract: 51 Viewers 10.47738/jads.v5i4.321
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1814-1825
Intelligent Transportation System's Machine Learning-Based Traffic Prediction
S Govindaraju, M Indirani, Siti Sarah Maidin, Jingchuan Wei,
Abstract: 54 Viewers 10.47738/jads.v5i4.364
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1826-1837
AI Prediction Model to Investigate the GovTech Maturity Index (GTMI) Indicators for Assessing Governments’ Readiness for Digital Transformation
Yahya AlMurtadha,
Abstract: 67 Viewers 10.47738/jads.v5i4.373
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1838-1849
ARP Spoofing Attack Detection Model in IoT Network using Machine Learning: Complexity vs. Accuracy
Adeeb Alsaaidah, Omar Almomani, Ahmad Adel Abu-Shareha, Mosleh M Abualhaj, Anusha Achuthan,
Abstract: 76 Viewers 10.47738/jads.v5i4.374
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1850-1860
Realtime and Spatial Data Analysis-based Monitoring System for Proboscis Monkey Habitat Health to Enhance Conservation Area Management Effectiveness
Anni Nurliani, Krisdianto Krisdianto, Amalia Rezeki, Munsyi Munsyi,
Abstract: 46 Viewers 10.47738/jads.v5i4.334
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1861-1876
Analyzing Audience Sentiments in Digital Comedy: A Study of YouTube Comments Using LSTM Models
Supriyono Supriyono, Aji Prasetya Wibawa, Suyono Suyono, Fachrul Kurniawan,
Abstract: 60 Viewers 10.47738/jads.v5i4.393
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1877-1889
How Effective are Different Machine Learning Algorithms in Predicting Legal Outcomes in South Africa?
Joe Khosa, Daniel Mashao, Ayorinde Olanipekun, Charis Harley,
Abstract: 49 Viewers 10.47738/jads.v5i4.215
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1890-1900
Osteoporosis Detection Using a Combination of Recursive Feature Elimination and Naive Bayes Classifier with Rule-Based Chatbot Testing
Enny Itje Sela, Rianto Rianto, Afwan Anggara, Wahyu Sri Utami,
Abstract: 60 Viewers 10.47738/jads.v5i4.409
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1901-1913
An Improved Prediction of Transparent Conductor Formation Energy using PyCaret: An Open-Source Machine Learning Library
Ayorinde Tayo Olanipekun, Daniel Mashao,
Abstract: 31 Viewers 10.47738/jads.v5i4.202
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1914-1924
Development of a Theoretical Model for the Breathability of Textile Fabrics
Ilqar Rajabov,
Abstract: 67 Viewers 10.47738/jads.v5i4.379
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1925-1938
CS-based Lung Covid-Affected X-Ray Image Disorders Classification using Convolutional Neural Network
Biyantika Emili Triasari, Gelar Budiman, Siti Sarah Maidin, M. Izham Jaya, Yuli Sun Hariyani, Indrarini Dyah Irawati, Zhong Zhao,
Abstract: 29 Viewers 10.47738/jads.v5i4.371
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1939-1948
Scalable Machine Learning Approaches for Real-Time Anomaly and Outlier Detection in Streaming Environments
Deshinta Arrova Dewi, Harprith Kaur Rajinder Singh, Jeyarani Periasamy, Tri Basuki Kurniawan, Henderi Henderi, M. Said Hasibuan,
Abstract: 30 Viewers 10.47738/jads.v5i4.444
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1949-1962
Fuzzy SAW Based Decision Model for Determining the Priority Scale of ICT Handling in Public Sector Organizations
Rissa Yulanda, Ditdit Nugeraha Utama,
Abstract: 23 Viewers 10.47738/jads.v5i4.419
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1963-1976
An Adaptive Cuckoo Search Algorithm with Deep Learning for Addressing Cyber Security Problem
J. Jeyaboopathiraja, Princess Mariajohn, Siti Sarah Maidin, Jing Sun,
Abstract: 27 Viewers 10.47738/jads.v5i4.366
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1977-1988
Efficient Fruit Grading and Selection System Leveraging Computer Vision and Machine Learning
Deshinta Arrova Dewi, Tri Basuki Kurniawan, Rajermani Thinakaran, Malathy Batumalay, Shabana Habib, Muhammad Islam,
Abstract: 33 Viewers 10.47738/jads.v5i4.443
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1989-2001
Optimizing LSTM with Grid Search and Regularization Techniques to Enhance Accuracy in Human Activity Recognition
Zuly Budiarso, Hersatoto Listiyono, Abdul Karim,
Abstract: 80 Viewers 10.47738/jads.v5i4.433
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2002-2014
Empirical Study of the Correlation between Social Media Content and Health Issues among College Students Using Machine Learning
M. Hemalatha, Siti Sarah Maidin, Jing Sun,
Abstract: 24 Viewers 10.47738/jads.v5i4.365
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2015-2024
Leveraging Data Analytics for Student Grade Prediction: A Comparative Study of Data Features
Misinem Misinem, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Che Mohd Alif Nazmi,
Abstract: 38 Viewers 10.47738/jads.v5i4.442
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2025-2038
Transfer Learning Boosts Ensembles for Precise Sugarcane Leaf Disease Detection
Bappaditya Das, Chandan Das, C S Raghuvanshi,
Abstract: 56 Viewers 10.47738/jads.v5i4.396
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2039-2053
Data Visualization of Climate Patterns in Indonesia Using Python and Looker Studio Dashboard: A Visual Data Mining Approach
Rina Refianti, Achmad Benny Mutiara, Ananda Satria Ariyanto,
Abstract: 63 Viewers 10.47738/jads.v5i4.420
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2054-2066
Deep Learning Based Face Mask Detection System Using MobileNetV2 for Enhanced Health Protocol Compliance
Fadly Fadly, Tri Basuki Kurniawan, Deshinta Arrova Dewi, Mohd Zaki Zakaria, Putri Aisha Athira binti Hisham,
Abstract: 43 Viewers 10.47738/jads.v5i4.476
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2067-2078
Implementation of Stacking Technique Combining Machine Learning and Deep Learning Algorithms Using SMOTE to Improve Stock Market Prediction Accuracy
Ibnu Rasyid Munthe, Bhakti Helvi Rambe, Fauziah Hanum, Ade Trya Amanda, Anita Sri Rejeki Hutagaol, Richi andrianto,
Abstract: 87 Viewers 10.47738/jads.v5i4.421
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2079-2091
Developing and Evaluating a Rhythm Reading Practice Kit: A Study on Learning Outcomes and Music Learners Satisfaction in Music Education Using Quantitative Analysis
Thaworada Chantanasut,
Abstract: 20 Viewers 10.47738/jads.v5i4.471
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2092-2102
Factors Influencing User Satisfaction with Mobile Applications for Promoting Thai Community Products
Kattakamon Pislae-ngam, Sureerut Inmor, Nisit Pukrongta,
Abstract: 39 Viewers 10.47738/jads.v5i4.383
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2103-2116
Comparison of MobileNet and VGG16 CNN Architectures for Web-based Starfish Species Identification System
Luther Alexander Latumakulita, Frangky J. Paat, Saroyo Saroyo, Irwan Karim, I Nyoman Gede Arya Astawa, Hasanuddin Sirait,
Abstract: 66 Viewers 10.47738/jads.v5i4.456
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2117-2130
Quantitative Evaluation of Watercolor Brush Performance: A Comparative Study of User Satisfaction and Task Efficiency using 24 Innovative Brush Designs
Suraphan Chantanasut,
Abstract: 16 Viewers 10.47738/jads.v5i4.462
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2131-2142
Analyzing the Impact of Publicity and e-WOM on Indonesian Tourists’ Visit Intention to Seoul through Destination Awareness and Preference: A Structural Equation Modeling Approach
Ghassani Herstanti, Usep Suhud, Agung Wahyu Handaru,
Abstract: 24 Viewers 10.47738/jads.v5i4.531
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2143-2158
Evaluating the Impact of Sufficiency Economy Philosophy on Sustainable Innovation: A Data-Driven Analysis
Thanachai Rungruang, Tanes Tanitteerapan, Kalayanee Jitgarun, Wisuit Sunthonkanokpong, Punnee Leekitchwatana,
Abstract: 39 Viewers 10.47738/jads.v5i4.524
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2159-2174