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  

Assoc Prof. Dr. Husni Teja Sukmana, (ID Scopus: 23398706200), UIN Syarif Hidayatullah Jakarta, Indonesia

Prof. Dr. Ibrahiem M. M. El Emary, (ID Scopus: 15135499400), King Abdulaziz University, Kingdom of Saudi Arabia 
  Organizer / Collaboration   Departement of Information System, Universitas Amikom Purwokerto, Indonesia; 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 1: JANUARY 2024

This issue available online on January 2024 for the regular issue of January 2024. All articles in this issue (25 original research articles) were authored/co-authored by 76 authors from 6 countries (Vietnam, Indonesia, Saudi Arabia, Taiwan, Malaysia and Thailand).

  indonesia        

Table of Contents

Articles

Applying Quantitative and Data Analysis using Structural Equation Modeling for Accessing Factors Influencing Employee Loyalty
Nguyen Thanh Tam, Ngan Mai Thi Truc, Ha Le Thi Thanh,
Abstract: 35 Viewers 10.47738/jads.v5i1.151
PDF
1-15
A Comparative Study on Data Collection Methods: Investigating Optimal Datasets for Data Mining Analysis
Hendra Jatnika, Ari Waluyo, Abdul Azis,
Abstract: 23 Viewers 10.47738/jads.v5i1.148
PDF
16-23
Machine Learning Classifier Algorithms for Ransomware Lockbit Prediction
Ibrahiem M. M. El Emary, Khalil A. Yaghi,
Abstract: 42 Viewers 10.47738/jads.v5i1.161
PDF
24-32
Information Security Measurement using INDEX KAMI at Metro City
Ratna Savitri, Firmansyah Firmansyah, Dworo Dworo, Muhammad Said Hasibuan,
Abstract: 22 Viewers 10.47738/jads.v5i1.152
PDF
33-45
CO2 Emission Forecasting in Indonesia Until 2030: Evaluation of ETS Smoothing Prediction Models and Their Implications for Global Climate Change Mitigation
Saepul Aripiyanto, Dewi Khairani, Ambran Hartono,
Abstract: 20 Viewers 10.47738/jads.v5i1.154
PDF
46-55
An Empirical Analysis of Bank Capital Adequacy Ratio in Vietnam: A Data Science Approach Using System Generalized Method of Moments
Nguyen Quoc Huy, Lu Phi Nga, Phan Thanh Tam,
Abstract: 25 Viewers 10.47738/jads.v5i1.156
PDF
56-70
Applying Structural Equation Modeling to Explore the Intention to Use Midi Kriing App
Suwandi S. Sangadji, Tanti Handriana, Nugrahini Susantinah Wisnujati, Sarbaini A. Karim,
Abstract: 22 Viewers 10.47738/jads.v5i1.157
PDF
71-83
Comparative Analysis of SVM and RF Algorithms for Tsunami Prediction: A Performance Evaluation Study
Husni Teja Sukmana, Yusuf Durachman, Amri Amri, Supardi Supardi,
Abstract: 25 Viewers 10.47738/jads.v5i1.159
PDF
84-99
Deciphering Digital Social Dynamics: A Comparative Study of Logistic Regression and Random Forest in Predicting E-Commerce Customer Behavior
Po Abas Sunarya, Untung Rahardja, Shih Chih Chen, Yung-Ming Lic, Marviola Hardini,
Abstract: 34 Viewers 10.47738/jads.v5i1.155
PDF
100-113
Active learning on Indonesian Twitter sentiment analysis using uncertainty sampling
Muhaza Liebenlito, Nur Inayah, Esti Choerunnisa, Taufik Edy Sutanto, Suma Inna,
Abstract: 29 Viewers 10.47738/jads.v5i1.144
PDF
114-121
Sentiment Unleashed: Electric Vehicle Incentives Under the Lens of Support Vector Machine and TF-IDF Analysis
Johan Reimon Batmetan, Taqwa Hariguna,
Abstract: 20 Viewers 10.47738/jads.v5i1.162
PDF
122-132
Developing the Readiness and Success Model of Information System Implementation in the Indonesian Equestrian Industry
Ajang Sopandi, Nor Adnan Yahaya, Aang Subiyakto,
Abstract: 28 Viewers 10.47738/jads.v5i1.145
PDF
133-145
A Lexicon-Based Long Short-Term Memory (LSTM) Model for Sentiment Analysis to Classify Halodoc Application Reviews on Google Playstore
Rina Refianti, Achmad Benny Mutiara, Ryan Arya Putra,
Abstract: 34 Viewers 10.47738/jads.v5i1.160
PDF
146-157
Exploring the Impact of Discount Strategies on Consumer Ratings: An Analytical Study of Amazon Product Reviews
Berlilana Berlilana, Arif Mu’amar Wahid, Dewi Fortuna, Alfin Nur Aziz Saputra, Galih Bagaskoro,
Abstract: 37 Viewers 10.47738/jads.v5i1.163
PDF
158-172
Structural Equation Modeling on Women’s Perceptions of Halal Cosmetics Based on The Development of TPB Framework Using Religiosity, Social Influence, Knowledge, and Brand Value
Meinarini Catur Utami, Elvi Fetrina,
Abstract: 23 Viewers 10.47738/jads.v5i1.164
PDF
173-188
Exploring ADR Trends: A Data Mining Approach to Hotel Room Pricing, Cancellations, and EDA
Nina Kurnia Hikmawati, Yudi Ramdhani, Wartika Wartika,
Abstract: 21 Viewers 10.47738/jads.v5i1.165
PDF
189-202
Data Envelopment Analysis of Scientific Research Performance for Higher Vocational Colleges
Lin Zhou, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul,
Abstract: 16 Viewers 10.47738/jads.v5i1.166
PDF
203-214
Statistical Analysis the Influence of Internal and External Factors on Entrepreneurial Intentions
Tingbin Wen, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul,
Abstract: 20 Viewers 10.47738/jads.v5i1.167
PDF
215-227
Unveiling Entrepreneurial Development in Data Science Using CCIP-PF Model and Statistical Analysis
Junhua Zhong, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul,
Abstract: 16 Viewers 10.47738/jads.v5i1.168
PDF
228-241
Data-Driven Analysis of Teaching Quality Impact on Graduate Employment in Higher Vocational Colleges of Hefei
Ning Wang, Tiamyod Pasawano, Thosporn Sangsawang, Matee Pigultong,
Abstract: 13 Viewers 10.47738/jads.v5i1.169
PDF
242-255
A Mixed-Methods Data Approach Integrating Importance-Performance Analysis (IPA) and Kaiser-Meyer-Olkin (KMO) in Applied Talent Cultivation
Zhang Zhang, Thosporn Sangsawang, Kitipoom Vipahasna, Matee Pigultong,
Abstract: 29 Viewers 10.47738/jads.v5i1.170
PDF
256-267
A Comprehensive Data-Driven Analysis of Talent Supply using Delphi Method in Higher Vocational Education and Ethnic Minority Regions
Lihua Huang, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul, Rui Chen,
Abstract: 19 Viewers 10.47738/jads.v5i1.171
PDF
268-278
Statistical Approach to Evaluating the Efficacy of Career Guidance Programs on University Graduate Employability in China
Li Guo, Thosporn Sangsawang, Piyanan Pannim Vipahasna, Matee Pigultong, Sulaganya Punyayodhin, Kanokwan Darboth,
Abstract: 18 Viewers 10.47738/jads.v5i1.172
PDF
279-293
Quantitative Analysis of Educational Techniques for Psychological Development in Vocational Students in China
Shuang Li, Thosporn Sangsawang, Narumom Thepnuan, Matee Pigultong, Sulaganya Punyayodhin, Kanokwan Darboth,
Abstract: 14 Viewers 10.47738/jads.v5i1.173
PDF
294-306
Exploring Essential Skills for Sustainable Community Leadership: A Data Analysis Perspective on SDGs Alignment and Model
Matee Pigultong,
Abstract: 23 Viewers 10.47738/jads.v5i1.174
PDF
307-315