Güncel Sayı

Cilt: 10 Sayı: 2 , 1.12.2025

Yıl: 2025

Araştırma Makalesi

Teorik Makale

The Journal of Computer Science (JCS) is an international peer-reviewed journal. It publishes original and high-quality unpublished research papers in all areas of computer engineering/science. JCS gives opportunity to researchers and academic professors to share their knowledge with other researchers and professors in world-wide area.

The scope of JCS is as follows (not restricted):

  • Abstract Machines and Formal Languages
  • Algorithms
  • Artificial Intelligence
  • Big Data and Analytics
  • Computer Architectures
  • Data Structures
  • Discrete Structures
  • Database Systems
  • Data Mining
  • Data-intensive Systems
  • Graph Theory and Applications
  • Heuristic Algorithms
  • Information Systems
  • Machine Learning
  • Mathematics for Computer Science
  • Operating Systems
  • Parallel and Distributed Computing
  • Robotics
  • Signal and Image Processing
  • Social Networks

The editorial process is independent, and we take and strive to take measures against conflicts, fears, hesitations, financial or corporate effects that will disrupt this independence. Our editorial processes reflect this commitment to editorial independence. We do not discriminant against authors, editors or peer reviewers based on personal characteristics or identity.

We are committed to embedding diversity, removing barriers to inclusion, promoting equity at every stage of evaluation of papers. We actively seek and encourage submissions from diverse backgrounds of scholars and researchers including race and ethnicity, gender identity, nationality, religion, disability, etc.

The manuscript should contain original information. Unoriginal information should be used with appropriate citation. All contributors must confirm that there is no conflict of interest (financial interest) in the study. The study including data corresponding human and animal, infant must be used with ethical committee approval (this case should be verified with related document).

The following documents are required to be submitted in order to complete paper submission stage and to initiate the review process:


1- Manuscript file is prepared with using Microsoft Word paper template of JCS

2- Similarity Report document that is created by a similarity checker software (Turnitin, iTenticate, etc)

3- Copyright Release Form

4- Ethics Committee Approval Document
Review Process Flowchart

The following flowchart summarizes our paper review process.

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Publication Ethics and Publication Malpractice Statement


Journal of Computer Science (JCS) publishes original and unpublished papers in computer science. The responsibility of plagiarism is upon to all authors/corresponding author. We try to protect intellectual honesty actively in scientific area of our journal, and to prevent misconduct.
The publication process at JCS is the basis of the improvement and dissemination of information objectively and respectfully. In order to improve the quality of scientific studies, peer-reviewed studies are the first step of this aim. At this point, it is of utmost importance that all authors, researchers, publishers, reviewers, readers are included in the publication process; comply with the standards of ethical considerations. JCS expects all parties to hold the following ethical responsibilities.
The following ethical duties and responsibilities are written in the light of the guide and policies made by Committee on Publication Ethics (COPE).
The publication of an article in a peer-reviewed journal is an essential building block in the development of a coherent and respected network of knowledge. It is a direct reflection of the quality of the work of the authors and the institutions that support them. Peer-reviewed articles support and embody the scientific method. It is therefore important to agree upon standards of expected ethical behaviour for all parties involved in the act of publishing: the author, the journal editor, the peer reviewer, and the publisher.

Authorship and publication: Authors must send papers that do not contain
• plagiarism (taking the ideas and work of other researchers without citation is unfair and dishonest (indirected citation is also unfair and dishonest). Taking (copying) even one of your own that has previously been published, or even one sentence from someone else’s paper without proper citation is considered as plagiarism – please use your own words instead)
• fake data (the faked data (data fabrication) means the researchers did not actually do the study))
• data falsification (The researchers did the experiments, then changed portion of the data).
• Redundant publications (salami) (The editors should reject a weak paper that they suspect is a result of salami slicing).
Authors should specify list of references, financial support. It is forbidden to publish same research in more than one journal.

Responsibilities of being authors: All authors should have significant contribution in studies/researches. All data used in studies should be real and authentic (no data fabrication, no data falsification, etc.). Authors obliged to participate in peer review processes. All authors are obliged to provide retractions or corrections of mistakes. All authors have rights to use their studies and researches’ results. The detection of improper authorship in any paper concludes in paper rejection and institution informed. Publishing many very similar papers based on the same experiment is redundant publications, and forbidden (the sending same manuscript to more than one journal at the same time is an unehtical issue. We will have to be retracted the papers which were published in more than one journal).

Peer review / responsibility for the reviewers: Reviewers should make an objective decision about papers without any type influential. Reviewers should have no conflict of interest with respect to the research, the authors and/or the research funders. Reviewers should point out relevant published work which is not yet cited. Reviewing processes should be treated/kept confidentially.

Editorial responsibilities: Editors have complete responsibility and authority to reject/accept an article. Editors should have no conflict of interest with respect to articles they reject/accept. Only accept a paper when reasonably certain. When errors are found, promote publication of correction or retraction. Preserve anonymity of reviewers. Editors should take in care no plagiarism, no fraudulent data.

Publishing ethics issues: Editorial board monitors/safeguards publishing ethics by their responsibilities. Editorial specifies the guidelines for retracting papers (such as rejection, retracking and informing related institutes). Editorial board maintains the integrity of the academic record, and precludes business needs from compromising intellectual and ethical standards. Editorial board always be willing to publish corrections, clarifications, retractions and apologies when needed.

Duties of the Publisher: JCS is committed to ensuring that commercial revenue has no impact or influence on editorial decisions. In addition, JCS will assist in communications with other journals and/or publishers where this is useful to editors. Finally, we are working closely with other publishers and industry associations to set standards for best practices on ethical matters, errors and retractions–and are prepared to provide specialized legal review and counsel if necessary.

Plagiarism Detection: JCS uses double-blind review fulfilled by at least two reviewers. In addition, all articles are checked by means of similarity rate report supported by authors. Authors should use a program (ithenticate, turniton, etc) in order to confirm they are not published before and avoid plagiarism.
The peer review process is at the heart of the success of scientific publishing. As part of our commitment to the protection and enhancement of the peer review process, JCS has an obligation to assist the scientific community in all aspects of publishing ethics, especially in cases of (suspected) duplicate submission or plagiarism.
When a reader discovers a significant error or inaccuracy in a paper published in JCS or have any other complaint about editorial content (plagiarism, duplicate papers, etc.), he/she should make a complaint by e-mail to: ali.karci@inonu.edu.tr. We welcome complaints as they provide an opportunity for improvement, and we aim to respond quickly and constructively.

Research with Humans or Animals: Research involving humans or animals should be approved by relevant ethics committee(s) and should conform to international ethical and legal standards for research. We also expect authors to respect human participants’ right to privacy, and to gain any necessary consent to publish before submitting to JCS.
Competing Interests and Funding: We try to ensure that any JCS publication is free from undue influence. Authors submitting a journal manuscript to JCS, editors of JCS are required to declare any potential competing interests that could interfere with the objectivity or integrity of a publication. We also expect that anyone who suspects an undisclosed competing interests regarding a work published or under consideration by JCS should inform the relevant editor or email ali.karci@inonu.edu.tr.


Libel, Defamation and Freedom of Expression: Freedom of expression is critical to us as academic publishers, but we do not support publishing false statements that harm the reputation of individuals, groups, or organisations. Our legal team can advise on pre-publication libel reviews, and will also address allegations of libel in any of our publications.


Retractions, Corrections and Expressions of Concern: Journal editors will consider retractions, corrections or expressions of concern in line with COPE’s Retraction Guidelines. If an author is found to have made an error, the journal will issue a corrigendum. If the journal is found to have made an error, they will issue an erratum. Retractions are usually reserved for papers that are so seriously flawed that their findings or conclusions should not be relied upon, or that contain substantial plagiarism or life-endangering content. In exceptional cases, we may remove an paper from online publication where we believe it is necessary to comply with our legal obligations.


Image Manipulation, Falsification and Fabrication: Where research data are collected or presented as images, modifying these images can sometimes misrepresent the results obtained or their significance. We recognise that there can be legitimate reasons for modifying images, but we expect authors to avoid modifying images where this leads to the falsification, fabrication, or misrepresentation of their results.


Fraudulent Research and Research Misconduct: Where we are made aware of fraudulent research or research misconduct by a JCS author, our first concern is the integrity of content we have published. We work with the relevant editor(s), COPE, and other appropriate institutions or organisations, to investigate. Any publication found to include fraudulent results will be retracted, or an appropriate correction or expression of concern will be issued.

Versions and Adaptations: We neither modify existing, published content nor originate new materials to meet political or ideological requirements where we judge these to compromise the quality, effectiveness or factual accuracy of the materials or to conflict with our Code of Ethics.


Data and Supporting Evidence: We support transparency and openness around data, code, and other materials associated with research. We expect authors to maintain accurate records of supporting evidence necessary to allow others to understand, verify, and replicate new findings, and to supply or provide access to this supporting evidence, on reasonable request.

Fair Access: DergiPark ULAKBIM has an expansive developing web platform to allow free access to our digital content for researchers all around the world.

Publication Policy
Manuscripts submitted for our journal publishing program are initially reviewed by the editor(s). If the manuscript is suitable for consideration by Journal of Computer Science (JCS), the manuscript, along with its current content, will be sent to a minimum of two external and independent peer reviewers. The peer reviewers’ assessments are used to inform the editor’s decision as to whether or not to recommend publication to the JCS. Our editors are free to solicit additional reviews and guidance post-contract to inform the development of the manuscript.

The main objective is to support researchers with a world-wide open platform without any economic expenses. Publishing articles in JCS, downloading and reading of articles is free of charge and also no article processing and publishing charges.

Baş Editör

Bilgi ve Bilgi İşleme Bilimleri, Veri Yapıları ve Algoritmalar, Yazılım Mühendisliği (Diğer), İstatistik, Mühendislik

Editor Kurulu

Taner Uçkan
Dr. Öğr. Üyesi Taner UÇKAN VAN YUZUNCU YIL UNIVERSITY
Bilgi ve Bilgi İşleme Bilimleri, Algoritmalar ve Hesaplama Kuramı, Veri Madenciliği ve Bilgi Keşfi, Veritabanı Sistemleri, Doğal Dil İşleme, Bilgisayar Yazılımı
Ebubekir Seyyarer
Dr. Öğr. Üyesi Ebubekir SEYYARER VAN YÜZÜNCÜ YIL ÜNİVERSİTESİ
Bilgi ve Bilgi İşleme Bilimleri, Bilgi Sistemleri, Görüntü İşleme, Algoritmalar ve Hesaplama Kuramı, Makine Öğrenme, Veri Madenciliği ve Bilgi Keşfi, Veritabanı Sistemleri, Yapay Zeka, Bilgisayar Yazılımı, Programlama Dilleri
Cengiz Hark
Dr. Öğr. Üyesi Cengiz HARK İNÖNÜ ÜNİVERSİTESİ
Bilgi ve Bilgi İşleme Bilimleri, Derin Öğrenme, Doğal Dil İşleme
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Doç. Dr. Abdullah ATEŞ İNÖNÜ ÜNİVERSİTESİ
Dijital İşlemci Mimarileri, Üretimde Optimizasyon
Bilgisayar Yazılımı
Kazım Hanbay
Doç. Dr. Kazım HANBAY İnönü Üniversitesi
Görüntü İşleme, Örüntü Tanıma, Yapay Görme
Bilgi Güvenliği Yönetimi, Algoritmalar ve Hesaplama Kuramı, Sayısal Hesaplama ve Matematiksel Yazılım, Bilgi Görselleştirme, Bilgisayar Sistem Yazılımı, Yazılım Mühendisliği (Diğer)
Ahmet Arif Aydın
Doç. Ahmet Arif AYDIN İNÖNÜ ÜNİVERSİTESİ
Makine Öğrenmesi Algoritmaları, Büyük Veri, Veritabanı Sistemleri, Bilgisayar Yazılımı
Algoritmalar ve Hesaplama Kuramı, Büyük Veri, Veri Madenciliği ve Bilgi Keşfi, Veritabanı Sistemleri, Bilgisayar Yazılımı
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Doç. Kenan İNCE İNÖNÜ ÜNİVERSİTESİ
Bilgi ve Bilgi İşleme Bilimleri, Bilgi Güvenliği ve Kriptoloji, Kriptografi
Murat Aydoğan
Dr. Öğr. Üyesi Murat AYDOĞAN FIRAT ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ
Makine Öğrenme, Derin Öğrenme, Bilgi Güvenliği ve Kriptoloji, Büyük Veri, Doğal Dil İşleme
Muhammed Talo
Doç. Dr. Muhammed TALO FIRAT ÜNİVERSİTESİ
Makine Öğrenme, Yapay Görme
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Dr. Öğr. Üyesi Selman YAKUT İNÖNÜ ÜNİVERSİTESİ

İnönü Üniversitesi Mühendislik fakültesi yazılım Mühendisliği bölümünde doktor öğretim üyesi olarak çalışmaktadır. Kriptografi; bilgi güvenliği ve graf teoerisine yönelik çalışmaları bulunmaktadır.

Algoritmalar ve Hesaplama Kuramı, Bilgi Güvenliği ve Kriptoloji, Kriptografi
Bilgi ve Bilgi İşleme Bilimleri, Veri Yapıları ve Algoritmalar, Yazılım Mühendisliği (Diğer), İstatistik, Mühendislik
Elektrostatik ve Elektrodinamik, Güç Elektroniği

Adnan Fatih Kocamaz Şubat 1979'da Malatya'nın Arapgir ilçesinde doğdu. İlk, orta ve lise öğrenimini Malatya'da tamamladıktan sonra Gazi Üniversitesi Teknoloji Fakültesi Elektronik Mühendisliğinden 2001 yılında mezun oldu. Mezun olduktan sonra Bursa Hilteks İşletmesinin İşletme Müdürlüğünü yaptı. 2002 yılında Trakya Üniversitesinde akademik kariyerine başladı. 2008 Yılında Trakya Üniversitesi Bilgisayar Mühendisliğinde yüksek lisansını, 2011 yılında ise aynı bölümde doktora eğitimini tamamladıktan sonra, Kırklareli Üniversitesi Mühendislik Fakültesi Yazılım Mühendisliği bölümünde Yardımcı Doçent olarak çalışmaya başladı ve kurucu bölüm başkanlığını yaptı. 2013 yılında Malatya İnönü Üniversitesi Bilgisayar Mühendisliğinde çalışmaya başladı. 2019 yılında doçentlik ünvanını aldı.

Doç. Dr. A. Fatih Kocamaz, bina içi mobil robotlar, mobil robotlarda yol planlama algoritmaları, çoklu mobil robotlarda görev paylaşımı, görev optimizasyonları, görüntü tabanlı mobil robot kontrol ve yol planlama algoritmaları alanlarında ve son dönemde de Kuantum Hesaplama, Kuantum Bilisayarlar ve Kuantum Programlama alanlarında çalışmalar yapmaktadır. Bu alanlarla ilgili olarak onlarca uluslar arası yayın, 3 TÜBİTAK(Türkiye Bilimsel ve Teknolojik Araştırma Kurumu), 2 BAP (Bilimsel Araştırma Projesi) yürütmüştür bir patent almıştır. Alan dışında iki patente daha sahiptir. BAP projeleri Sanayi Kuruluşu olan Çalık Denim Ar-Ge merkezi ile ÜSİ (Üniversite Sanayi İşbirliği) çalışması olarak yürütülmüştür. Projelerde, firmanın bina içi lojistik süreçlerinin otonom hale dönüştürülmesi için alt yapı çalışmaları yapılmıştır. Ayrıca Yine TÜBİTAK tarafından Yurt Dışı Araştırma Projesi Kapsamında hazırlanan projesi kabul edilmiştir. Proje kapsamında Japonya Konan Üniversitesinde bir yıllığına Prof. Dr. Tomohiro Umetani danışmanlığında “Mobil Robotlar için Blok Zincir Tabanlı Dinamik Yönetim Sistemi” çalışması kabul edilmiştir. 2022 Ekim ayından itibaren de post doktora çalışmasına Konan Üniversitesi Intelligence and Informatitics Bölümünde devam etmektedir.

Kocamaz, akademik kariyeri boyunca uluslararası dergilerde 38 makalesi ve uluslararası konferanslarda 45 bildirisi yayınlanmış, 12 proje yürütmüş ve üç patent almıştır. Şu anda mobil robotlar için bir patent başvurusu vardır. Aynı zamanda Springer Book tarafından yayınlanan Mobil Robotlar Üzerine Uluslararası Kitap yazdı ve şu anda ROS (Robot İşletim Sistemi) üzerine Türkçe dilinde basılan bir kitap yazıyor. Kocamaz, 5 yüksek lisans ve 10 doktora öğrencisiyle mezun oldu. Halen iki doktora öğrencisi ile çalışmalarına devam etmektedir.

Kuantum Hesaplama, Akıllı Robotik, Kuantum Bilgisayarları
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Doç. Dr. Ömer Faruk ALÇİN İNÖNÜ ÜNİVERSİTESİ
Derin Öğrenme, Biyomedikal ve Klinik Bilimler, Sinyal İşleme
Bilgi ve Bilgi İşleme Bilimleri, Bilgi Sistemleri Geliştirme Metodolojileri ve Uygulamaları, Bilgi Sistemleri Kullanıcı Deneyimi Tasarımı ve Geliştirme, İş Süreçleri Yönetimi, Görüntü İşleme, Örüntü Tanıma, Bulut Bilişim, Algoritmalar ve Hesaplama Kuramı, İnsan Bilgisayar Etkileşimi, Büyük Veri, Veri Madenciliği ve Bilgi Keşfi, Veritabanı Sistemleri, Yapay Zeka, Akıllı Robotik, Ampirik Yazılım Mühendisliği, Bilgisayar Yazılımı, Mühendislik, Mekatronik Mühendisliği
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Yrd. Doç. Dr. Ayla KAYABAŞ Kırşehir Ahi Evran Üniversitesi
Derin Öğrenme, Doğal Dil İşleme
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Öğretim Görevlisi Meral KARAKURT OSMANİYE KORKUT ATA ÜNİVERSİTESİ
Derin Öğrenme, Nöral Ağlar, Denetimli Öğrenme, Makine Öğrenmesi Algoritmaları, Sınıflandırma algoritmaları, Makine Öğrenme (Diğer), Memnuniyet ve Optimizasyon

Uluslararası Editör Kurulu

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Prof. Dr. Nurali YUSİFBEYLİ Azerbaijan Technical University
Elektrik Enerjisi Üretimi (Yenilenebilir Kaynaklar Dahil, Fotovoltaikler Hariç)
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Arş. Gör. Nasser ALKHULAİFİ University of Nottingham
Derin Öğrenme, Nöral Ağlar, Yarı ve Denetimsiz Öğrenme, Denetimli Öğrenme, Makine Öğrenmesi Algoritmaları

• Mugahed A. Al-Antari is an Assistant Professor in the Department of Artificial Intelligence and Data Science, Daeyang AI Center, College of AI Convergence, Sejong University, Seoul 05006, Republic of Korea.
• In August 2019, Dr. Al-antari received his Ph.D. in Biomedical Engineering from the College of Electronics and Information at Kyung Hee University (KHU), Republic of Korea, where his thesis earned an excellent award for the topic of AI-based Breast Cancer Detection, Segmentation, and Classification.
• Dr. Al-Antari has over seven years of teaching experience in the Departments of Biomedical Engineering, Artificial Intelligence and Data Science, and Software at various public and private universities. He is currently employed at Sejong University.
• Dr. Al-antari currently leads domestic and international (Korea-Turkey) collaborative research projects funded by the government of the Republic of Korea.
• Dr. Al-antari has over five years of professional experience as a Senior Researcher and Executive Engineering Director at YOZMA BMTech Group, Seoul, developing mini- and whole-body DXA machines using X-ray pencil and fan beams.
• During his PostDoc position with Prof. Sungyoung Lee, CEO of UCLab, the Minister Award was received twice for the best research project (AI Doctor Platform) from the Ministry of Information and Communication Technology (ICT), Korea.
• Dr. Al-Antari's recent AI-based publications have garnered significant attention from international journal editorials and are recognized by distinguished editorial boards as Cornerstone of the AI modern medicine.
• Dr. Al-antari has been selected in August 2024 for “World's Top 2% Scientists” by the database analysis of Elsevier and Stanford University.
• Dr. Al-Antari has been a member of IEEE and IEEE EMBS since 2014 and his current research interests include Explainable Artificial Intelligence (XAI) with Large Language Models (LLM), deep learning, machine learning, pattern recognition, medical signal and image processing, medical imaging of dual-energy X-ray absorptiometry (DXA), and AI-based NLP for healthcare applications.

Derin Öğrenme, Bilgi Temsili ve Akıl Yürütme, Yapay Zeka (Diğer), Biyomedikal Görüntüleme

Zaid Al-Huda is is an Assistant Professor at Stirling College, Chengdu University, China. He received a Bachelor's degree in Computer Engineering from Aleppo University (Syria), a Master's degree in AI from the University of Hyderabad (India), and a Ph.D. in Computer Science and Technology from the School of Computing and Artificial Intelligence, Southwest Jiaotong University (China), where he also completed a postdoctoral fellowship. His research interests include Explainable Artificial Intelligence (XAI) with Large Language Models (LLM), computer vision, deep learning, medical image analysis, image segmentation, pattern recognition, and infrastructure inspection.

Görüntü İşleme, Derin Öğrenme
Walid Al-haidri
Dr. Walid AL-HAİDRİ ITMO University
Görüntü İşleme, Derin Öğrenme

Mizanpaj Editörü

Ali Karci
Prof. Dr. Ali KARCİ INONU UNIVERSITY
Bilgi ve Bilgi İşleme Bilimleri, Veri Yapıları ve Algoritmalar, Yazılım Mühendisliği (Diğer), İstatistik, Mühendislik

Publication Editor

Ali Karci
Prof. Dr. Ali KARCİ INONU UNIVERSITY
Bilgi ve Bilgi İşleme Bilimleri, Veri Yapıları ve Algoritmalar, Yazılım Mühendisliği (Diğer), İstatistik, Mühendislik

Statistics Editor

Ali Karci
Prof. Dr. Ali KARCİ INONU UNIVERSITY
Bilgi ve Bilgi İşleme Bilimleri, Veri Yapıları ve Algoritmalar, Yazılım Mühendisliği (Diğer), İstatistik, Mühendislik

The Creative Commons Attribution 4.0 International License 88x31.png  is applied to all research papers published by JCS and

a Digital Object Identifier (DOI)     Logo_TM.png  is assigned for each published paper.