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

 

JADS - New Achievement

  

🎉 Congratulations and Thank You! 🎉

We are proud to announce that the Journal of Applied Data Science (JADS) has officially achieved:

🏆 Q2 Ranking in Scopus

📈 Q3 Ranking in SJR (Scimago Journal Rank)

This achievement would not have been possible without the outstanding contributions of our dedicated editors, reviewers, and authors, who consistently upheld the quality and integrity of our publications.

🙏 Thank you for your continued support and hard work.

Let’s keep advancing the frontier of data science and its applications together with JADS! 💡

  
Posted: 2025-04-11
 

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...
 

Journal of Applied Data Sciences has been accepted for inclusion in Scopus

  
Dear Authors, Editors, Readers, and Reviewers:

We are pleased to announce that the Content Selection and Advisory Board (CSAB) of Scopus has completed its review of the Journal of Applied Data Sciences (JADS)  (e-ISSN: 2723-6471). JADS has been accepted for inclusion in Scopus, the world's largest abstract and citation database of peer-reviewed literature. Acceptance into this prestigious bibliographic database entails a rigorous evaluation process by the CSAB, an independent board of specialists, and is a significant endorsement of the journal's quality.

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.

We hope you will think about publishing your next research paper in JADS.

Thank you for your continued interest in our work.

Best wishes,
Management of JADS
  
Posted: 2023-05-12 More...
 
More Announcements...

Vol 6, No 2: MAY 2025

Table of Contents

Articles

Transforming Mathematics Learning: Students' Integrative Skills in Technology and Pedagogy
Muhammad Turmuzi, Nurul Hikmah, Junaidi Junaidi
Abstract: 39 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: 65 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: 36 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: 24 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: 20 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: 20 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: 29 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: 23 Viewers 10.47738/jads.v6i2.568
PDF
897-907
Decision Support Model for Determining Fuel in Boiler Machines
Jeremia Widyanto, Ditdit Nugeraha Utama
Abstract: 13 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: 19 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: 45 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: 17 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: 22 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: 23 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: 21 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: 18 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: 31 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: 22 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: 21 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: 25 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: 20 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: 33 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: 77 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: 19 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: 13 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: 12 Viewers 10.47738/jads.v6i2.543
PDF
1159-1174
FUZRUF-onto: A Methodology to Develop Fuzzy Rough Ontologies
Rawan Sanyour, Manal Abdullah
Abstract: 8 Viewers 10.47738/jads.v6i2.625
PDF
1175-1189
Generating Image Captions in Indonesian Using a Deep Learning Approach Based on forfformer and IndoBERT Architectures
Ahmad Apandi, Achmad Benny Mutiara, Dharmayanti Dharmayanti
Abstract: 13 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: 290 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: 10 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: 15 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: 8 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: 4 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: 2 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: 4 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: 2 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: 4 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: 2 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: 2 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: 3 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: 8 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: 2 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: 3 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: 3 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: 2 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: 0 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: 3 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: 1 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: 2 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: 1 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: 2 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: 0 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: 0 Viewers 10.47738/jads.v6i2.780
PDF
1437-1453