Journal of Data Applications

In parallel with the developing and widespread use of information and communication technologies, the amount of data produced daily is increasing. The Journal of Data Applications aims to contribute to the development of applied data science studies, which aim to obtain meaningful information from data and reveal hidden patterns and patterns in data, thus contributing to the development of studies in this field.

Journal of Data Applications accepts computational and applied scientific studies such as original research and review on the field of data collection, storage, transmission, preprocessing, analysis, visualization, and interpretation of data, especially statistics, artificial intelligence, machine learning, deep learning, and data mining applications. In this context, the Journal of Data Applications has no discipline and application restrictions.

Scope of the Journal of Data Applications collapses from all disciplines in various fields such as information retrieval and extraction, clustering, predicting and forecasting applications, decision support systems, recommendation systems, image, sound and pattern recognition, and processing, natural language processing, signal processing, computer vision, big data processing, time series analysis includes various application studies from all disciplines in areas such as sentiment analysis, social media analysis, fraud, and anomaly detection.

Manuscript Organization and Submission

The manuscript is to be submitted online via DergiPark System. Please click to download the JDA manuscript template.

1. The manuscript has a minimum of 5000 words and a maximum of 20 pages without a References Section.
2. The manuscript should be in A4 paper standards: having 2.5 cm margins from right, left, bottom, and top, Times New Roman font style in 11 font size, and single line spacing. Due to double-blind peer review, the main manuscript document must not include any author information.
   
3. A Title Page must be submitted with the manuscript, including the followings:
   The title of the manuscript.
   All authors’ names and affiliations (institution, faculty/department, city, country), e-mail addresses, and ORCIDs.
   Information of the corresponding author (in addition to the author's information e-mail address, open correspondence address, and mobile phone number).
   Financial support.
   Conflict of interest.
   Acknowledgment.
4. Submitted manuscripts must have an abstract between 200 and 250 words before the introduction, summarizing the scope, the purpose, the results of the study, and the methodology used. Under the abstracts, a minimum of 3 and a maximum of 5 keywords that inform the reader about the content of the study should be specified.
5. The manuscripts should contain mainly these components: Abstract (and Keywords), Introduction, Literature Review, Discussion and Conclusion, Acknowledgment (if it exists) (Conflict of Interest (if it exists), Financial Support (if it exists)), References, Appendix (if it exists). The authors may add necessary sections such as Method, Findings, etc.
6. Tables and figures can be given with a number and a caption. Every Figure or Table must be “called out” within the text of your article in numerical order with no abbreviations.
7. References should be prepared by American Psychological Association (APA) 7 reference system.
8. Authors are responsible for all statements made in their work submitted to the journal for publication.
9. If the Ethics Committee Report is required, it should be submitted, and the date and number of the ethics committee report should be stated in the manuscript. Otherwise, a word file containing a statement explaining why the Ethics Committee Report was not submitted must be uploaded to the system for the study. This statement will then be added to the end of your article.

Reference Style

Journal of Data Applications complies with APA (American Psychological Association) style 7th Edition for referencing and in-text citations. References should be listed in alphabetical order. Accuracy of citations is the author’s responsibility. All references should be cited in the text. It is strongly recommended that authors may use Reference Management Software such as Zotero, Mendeley, etc.

Submission Checklist

Ensure that the following items are confirmed:

• The title page is prepared according to the journal rules.
  
• The study has not been submitted to any other journal.
  
• The study was checked in terms of English.
  
• The study was written by paying attention to the full-text writing rules determined by the journal.
  
• The references are arranged by the APA-7 reference system.
  
• The Copyright Agreement Form is uploaded.
  
• The Author Contribution Form has been uploaded.
  
• Permission of previously published copyrighted material (text-picture-table) if used in the present manuscript.
  
• Ethics Committee Report (if necessary) is uploaded, and the ethics committee report date and number are given in the study text. Otherwise, please upload a word file to the system explaining why the ethics committee report was not submitted for this study. This statement will then be added to the end of your article.
• Reviewing journal policies.
  
• All authors have read and approved the latest version of the manuscript.

Publication Ethics and Malpractice Statement

Journal of Data Applications is committed to upholding the highest standards of publication ethics and pays regard to Principles of Transparency and Best Practice in Scholarly Publishing published by the Committee on Publication Ethics (COPE), the Directory of Open Access Journals (DOAJ), the Open Access Scholarly Publishers Association (OASPA), and the World Association of Medical Editors (WAME).

All submissions must be original, unpublished (including as full text in conference proceedings), and not under the review of any other publication synchronously. Each manuscript is reviewed by one of the editors and at least two referees under a double-blind peer review process. Plagiarism, duplication, fraud authorship/denied authorship, research/data fabrication, salami slicing/salami publication, breaching of copyrights, and prevailing conflict of interest are unethical behaviors.

All manuscripts not in accordance with the accepted ethical standards will be removed from publication. This contains any possible malpractice discovered after the publication.

Research Ethics

Journal of Data Applications adheres to the highest standards in research ethics and follows the principles of international research ethics as defined below. The authors are responsible for the compliance of the manuscripts with the ethical rules.

• Principles of integrity, quality, and transparency should be sustained in designing the research, reviewing the design, and conducting the research.
  
• The research team and participants should be fully informed about the aim, methods, possible uses, and requirements of the research and risks of participation in research.
  
• The confidentiality of the information provided by the research participants and the confidentiality of the respondents should be ensured. The research should be designed to protect the autonomy and dignity of the participants.
  
• Research participants should participate in the research voluntarily, not under any coercion.
  
• Any possible harm to participants must be avoided. The research should be planned in such a way that the participants are not at risk.
  
• The independence of research must be clear, and any conflict of interest or must be disclosed.
  
• In experimental studies with human subjects, written informed consent of the participants who decide to participate in the research must be obtained. In the case of children and those under wardship or with confirmed insanity, the legal custodian’s assent must be obtained.
  
• If the study is to be carried out in any institution or organization, approval must be obtained from this institution or organization.
  
• In studies with a human subject, it must be noted in the method’s section of the manuscript that the informed consent of the participants and ethics committee approval from the institution where the study has been conducted has been obtained.

Author Responsibilities

It is the authors’ responsibility to ensure that the article is in accordance with scientific and ethical standards and rules. Authors must ensure that the submitted work is original. They must certify that the manuscript has not previously been published elsewhere or is not currently being considered for publication elsewhere, in any language. Applicable copyright laws and conventions must be followed. Copyright material (e.g. tables, figures, or extensive quotations) must be reproduced only with appropriate permission and acknowledgment. Any work or words of other authors, contributors, or sources must be appropriately credited and referenced.

All the authors of a submitted manuscript must have a direct scientific and academic contribution to the manuscript. The author(s) of the original research articles is defined as a person who is significantly involved in the “conceptualization and design of the study”, “collecting the data”, “analyzing the data”, “writing the manuscript”, “reviewing the manuscript with a critical perspective” and “planning/conducting the study of the manuscript and/or revising it”. Fundraising, data collection, or supervision of the research are not sufficient for being accepted as an author. The author(s) must meet all these criteria described above. The order of names in the author list of an article must be a co-decision and it must be indicated in the Copyright Agreement Form.

The individuals who do not meet the authorship criteria but contributed to the study must take place in the acknowledgment section. Individuals providing technical support, assisting writing, providing general support, and providing material or financial support are examples to be indicated in the acknowledgment section.

All authors must disclose all issues concerning financial relationships, conflicts of interest, and competing interests that may potentially influence the results of the research or scientific judgment. When an author discovers a significant error or inaccuracy in his/her own published paper, it is the author’s obligation to promptly cooperate with the Editor-in-Chief to provide retractions or corrections of mistakes.

All authors are responsible for making all changes requested by the referees. Manuscripts that do not fulfill the referee's correction requests will not be published. Manuscripts that do not fulfill the referee evaluations within the specified time will be rejected.

Responsibility for the Editor and Reviewers

Editor-in-Chief evaluates manuscripts for their scientific content without regard to ethnic origin, gender, citizenship, religious belief, or political philosophy of the authors. He/She provides a fair double-blind peer review of the submitted articles for publication and ensures that all the information related to submitted manuscripts is kept as confidential before publishing.

Editor-in-Chief is responsible for the contents and overall quality of the publication. He/She must publish errata pages or make corrections when needed.

Editor-in-Chief does not allow any conflicts of interest between the authors, editors, and reviewers. Only he has the full authority to assign a reviewer and is responsible for the final decision for publication of the manuscripts in the Journal.

Reviewers must have no conflict of interest with respect to the research, the authors, and/or the research funders. Their judgments must be objective.

Reviewers must ensure that all the information related to submitted manuscripts is kept as confidential and must report to the editor if they are aware of copyright infringement and plagiarism on the author’s side.

A reviewer who feels unqualified to review the topic of a manuscript or knows that its prompt review will be impossible should notify the editor and excuse himself from the review process.

The editor informs the reviewers that the manuscripts are confidential information and that this is a privileged interaction. The reviewers and editorial board cannot discuss the manuscripts with other persons. The anonymity of the referees must be ensured. In particular situations, the editor may share the review of one reviewer with other reviewers to clarify a particular point.

All expenses of the journal are covered by the Istanbul University. Processing and publication are free of charge with the journal. There is no article processing charges or submission fees for any submitted or accepted articles.