Journal of Data Analytics and Artificial Intelligence Applications

Journal of Data Analytics and Artificial Intelligence Applications (D3AI) is an open access journal which means that all content is freely available without charge to users. Except for commercial purposes, users are allowed to read, download, copy, print, search, or link to the full texts of the articles in this journal without asking prior permission from the publisher or the author.

The articles in Journal of Data Analytics and Artificial Intelligence Applications (D3AI) are open access articles licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/deed.en).

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.

Authors publishing with Journal of Data Analytics and Artificial Intelligence Applications (D3AI) retain the copyright to their work, licensing it under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license and grant the publisher non-exclusive right to publish the work.

Editor should consider publishing correction if minor errors that do not effect the results, interpretations and conclusions of the published paper are detected. Editor should consider retraction if major errors and/or misconduction that invalidate results and conclusions are detected.

Editor should consider issuing an expression of concern if there is evidence of research or publication misconduct by the authors; there is evidence that the findings are not reliable and institutions of the authors do not investigate the case or the possible investigation seems to be unfair or nonconclusive.

The guidelines of COPE and ICJME are taken into consideration regarding correction, retractions or expression of concern.

To guarantee that all papers published in the journal are maintained and permanently accessible, articles are stored in Dergipark which serves as a national archival web site and at the same time permits LOCKSS to collect, preserve, and serve the content.

Additionally, authors are encouraged to self-archive the final PDF version of their articles in open electronic archives with that conform to standards of Open Archives Initiative (https://www.openarchives.org/). Authors should provide a link from the deposited version to the URL of IUPress journal website.

Journal of Data Analytics and Artificial Intelligence Applications (D3AI) 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, 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 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 have been obtained.

It is authors’ responsibility to ensure that the article is in accordance with scientific and ethical standards and rules. Authors must ensure that 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 acknowledgement. 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 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 “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”. Fund raising, 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 acknowledgement section. Individuals providing technical support, assisting writing, providing a general support, providing material or financial support are examples to be indicated in acknowledgement section.

All authors must disclose all issues concerning financial relationship, conflict of interest, and competing interest 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.

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 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.

Editor-in-Chief evaluates manuscripts for their scientific content without regard to ethnic origin, gender, sexual orientation, 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 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.

Only those manuscripts approved by its every individual author and that were not published before in or sent to another journal, are accepted for evaluation.

Submitted manuscripts that pass preliminary control are scanned for plagiarism using iThenticate software. After plagiarism check, the eligible ones are evaluated by editor-in-chief for their originality, methodology, the importance of the subject covered and compliance with the journal scope. Editor-in-chief evaluates manuscripts for their scientific content without regard to ethnic origin, gender, sexual orientation, citizenship, religious belief or political philosophy of the authors and ensures a fair double-blind peer review of the selected manuscripts.

The selected manuscripts are sent to at least two national/international external referees for evaluation and publication decision is given by editor-in-chief upon modification by the authors in accordance with the referees’ claims.

Editor-in-chief does not allow any conflicts of interest between the authors, editors and reviewers and is responsible for final decision for publication of the manuscripts in the Journal. Reviewers’ judgments must be objective.

Reviewers’ comments on the following aspects are expected while conducting the review.

- Does the manuscript contain new and significant information?

- Does the abstract clearly and accurately describe the content of the manuscript?

- Is the problem significant and concisely stated?

- Are the methods described comprehensively?

- Are the interpretations and conclusions justified by the results?

- Are references made to other works in the field adequate?

- Is the language acceptable?

Reviewers must ensure that all the information related to submitted manuscripts is kept as confidential and they 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 reviewing process.

The editor informs the reviewers that the manuscripts are confidential and that this is a privileged interaction. The reviewers and members of editorial board cannot discuss the manuscripts with other persons. The anonymity of the referees is important.

The peer review process of the articles sent to the journal is determined as 3 months at the most.

The editor may appoint a new referee to the study when he/she deems it necessary.

Journal of Data Analytics and Artificial Intelligence Applications (D3AI) complies with ACM (Association for Computing Machinery) for referencing and in-text citations. 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.

Reference Style and Format

The in-text citation style is as follows: For parenthetical citations we enclose the number of the reference, thus: [1]. Sequential parenthetical citations are enclosed in square brackets and separated by commas, thus [1, 2]. When a citation is part of a sentence, the name of the author is NOT enclosed in brackets, but the year is: "So we see that Burando et al. [1999]..."

For a paginated article in a journal

[1] Patricia S. Abril and Robert Plant. 2007. The patent holder's dilemma: Buy, sell, or troll? Commun. ACM 50, 1 (Jan. 2007), 36-44. https://doi.org/10.1145/1188913.1188915

For an enumerated article in a journal

[1] Sarah Cohen, Werner Nutt, and Yehoshua Sagic. 2007. Deciding equivalences among conjunctive aggregate queries. J. ACM 54, 2, Article 5 (April 2007), 50 pages. https://doi.org/10.1145/1219092.1219093

For a monograph (whole book)

[1] David Kosiur. 2001. Understanding Policy-Based Networking (2nd. ed.). Wiley, New York, NY.

For a divisible book (anthology or compilation)

[1] Ian Editor (Ed.). 2007. The title of book one (1st. ed.). The name of the series one, Vol. 9. University of Chicago Press, Chicago. https://doi.org/10.1007/3-540-09237-4

For a multi-volume work (as a book)

[1] Donald E. Knuth. 1997. The Art of Computer Programming, Vol. 1: Fundamental Algorithms (3rd. ed.). Addison Wesley Longman Publishing Co., Inc.

For a (paginated proceedings) article in a conference proceedings (conference, symposium or workshop)

[1] Sten Andler. 1979. Predicate path expressions. In Proceedings of the 6th. ACM SIGACT-SIGPLAN Symposium on Principles of Programming Languages (POPL '79), January 29 - 31, 1979,  San Antonio, Texas. ACM Inc., New York, NY, 226-236. https://doi.org/10.1145/567752.567774

For a Patent

[1] Joseph Scientist. 2009. The fountain of youth. (Aug. 2009). Patent No. 12345, Filed July 1st., 2008, Issued Aug. 9th., 2009.

For an informally published work (such as some technical reports and dissertations):

Technical Report

[1] David Harel. 1978. LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER. MIT Research Lab Technical Report TR-200. Massachusetts Institute of Technology, Cambridge, MA.

Doctoral dissertation

[1] Kenneth L. Clarkson. 1985. Algorithms for Closest-Point Problems (Computational Geometry). Ph.D. Dissertation. Stanford University, Palo Alto, CA. UMI Order Number: AAT 8506171.

Master's Thesis

[1] David A. Anisi. 2003. Optimal Motion Control of a Ground Vehicle. Master's thesis. Royal Institute of Technology (KTH), Stockholm, Sweden.

For an online document/WWW resource: Website year can be found at the bottom of the website page or by viewing page properties/source to see when the page was last modified.

[1] Harry Thornburg. 2001. Introduction to Bayesian Statistics. (March 2001). Retrieved March 2, 2005 from http://ccrma.stanford.edu/~jos/bayes/bayes.html

[2] ACM. Association for Computing Machinery: Advancing Computing as a Science & Profession. Retrieved from http://www.acm.org/.

[3] Wikipedia. 2017. WikipediA: the Free Encyclopedia. Retrieved from https://www.wikipedia.org/.

For a Video (two examples)

[1] Dave Novak. 2003. Solder man. Video. In ACM SIGGRAPH 2003 Video Review on Animation theater Program: Part I - Vol. 145 (July 27-27, 2003). ACM Press, New York, NY, 4. https://doi.org/99.9999/woot07-S422

[2] Barack Obama. 2008. A more perfect union. Video. (5 March 2008). Retrieved March 21, 2008 from http://video.google.com/videoplay?docid=6528042696351994555

For arXiv

[1] Martha Constantinou. 2016. New physics searches from nucleon matrix elements in lattice QCD.  arXiv:1701.00133. Retrieved from https://arxiv.org/abs/1701.00133

• Copyright Agreement Form
• Title page
• Author Form
• Article Template

Ensure that the following items are present:

• 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 ACM (Association for Computing Machinery)  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.