Cemil Gündüz

Research Areas

Main field

Social Science

Discipline

Management Information Systems

Areas of work

Information Systems and Technologies, Human-Computer Interaction, Artificial Intelligence Technologies and Management

Research Interests

• Deep learning for sign language recognition
• Multi-criteria decision-making (MCDM) and entropy-based methods
• Decision support and management information systems
• AI literacy and digital transformation in higher education

Publications

Journal Articles

• Gündüz C., Fidan Ü., Erbey A. (2026). Entropy-Based Uncertainty Management and Decision Support Under Strategic Agent Interactions in Institutional Survey Systems. Entropy 28(8). doi:10.3390/e28080839
• Fidan Ü., Gündüz C., Erbey A. (2025). Artificial Intelligence Literacy as a Catalyst for Overcoming Student Resistance to Digital Transformation in Higher Education. Üniversite Araştırmaları Dergisi 8(4), 557-566. doi:10.32329/uad.1743237
• Erbey A., Fidan Ü., Gündüz C. (2025). A Robust Hybrid Weighting Scheme Based on IQRBOW and Entropy for MCDM: Stability and Advantage Criteria in the VIKOR Framework. Entropy 27(8). doi:10.3390/e27080867
• Erbey A., Gündüz C., Fidan Ü. (2025). Digitalization, Sustainability, and Radical Innovation: A Knowledge-Based Approach. Sustainability 17(7). doi:10.3390/su17072972
• Gündüz C., Polat H. (2021). Turkish sign language recognition based on multistream data fusion. Turkish Journal of Electrical Engineering & Computer Sciences 29(2), 1171-1186. doi:10.3906/elk-2005-156

Book Chapters

• Gündüz C. (2025). 21. Yüzyılın İlk Çeyreğinde Yaygın Bilişimin Gelişimi ve Güncel Durumu. In: Yönetim Bilişim Sistemleri Alanında Yenilikçi Çözümler ve Güncel Yaklaşımlar, Özgür Yayınları, pp. 139-162. doi:10.58830/ozgur.pub700
• Gündüz C. (2025). Augmented and Virtual Reality Applications in MIS-Based Analysis. In: Information Technologies in Managerial Decision-Making: Foundations and Application, Livre de Lyon, pp. 369-389. doi:10.5281/zenodo.18039480

Conference Papers

• Gündüz C. (2025). Real Estate Search With The Help Of Parameter Dictionaries And Natural Language Prompts. Selçuk Scientific Research Congress, Türkiye.
• Erbey A., Gündüz C. (2025). A Multi-Criteria Decision Support Framework For IT Request Prioritization in Public Institutions. 3rd International Avrasya Scientific Research and Innovation Congress, Ankara.
• Gündüz C., Polat H. (2018). Fingerspelling Recognition on Mobile Phones. ICONDATA 2018, Yalova.
• Gündüz C., Erbey A., Kinalioğlu İ. H. (2018). Developing A Pipeline for Cleaning Twitter Data from Spam. ICONDATA 2018, Yalova, pp. 152-159.
• Gündüz C. (2017). Sign Language Fingerspelling Recognition Using Convolutional Neural Networks. 1st International University Industry Cooperation, R&D and Innovation Congress.
• Gündüz C., Yörük S. (2015). Sınıf Yönetimi İçin Bir Sosyal Ağ Geliştirilmesi. 24. Ulusal Eğitim Bilimleri Kongresi, Türkiye.

Education

• 2015 – 2021
  Ph.D.

  Gazi University, Informatics Institute, Information Systems

  Thesis: Sign Language Recognition from Discrete Videos Using Deep Learning Architectures (original title in Turkish: Derin öğrenme mimarileri kullanılarak ayrık video görüntüleri üzerinden işaret dili tanıma)
• 2012 – 2014
  M.Sc.

  Afyon Kocatepe University

  Thesis: Development of a Social Network Application for Classroom Management (original title in Turkish: Sınıf yönetimi için bir sosyal ağ uygulaması geliştirilmesi)
• 2004 – 2008
  B.Sc.

  Eskişehir Osmangazi University, Faculty of Education, Department of Computer Education and Instructional Technology

Experience

• 2013 – present
  Lecturer

  Distance Education Vocational School, Uşak University
• 2015 – 2017
  Deputy Director

  Distance Education Vocational School, Uşak University
• 2008 – 2013
  Teacher

  Ministry of National Education, Türkiye

Courses

Associate Degree

• 2014 – 2026
  Database Management Systems I, Database Management Systems II, Graphics and Animation
• 2013 – 2026
  Graphics and Animation

Undergraduate

• 2022 – 2026
  Introduction to Computers
• 2021 – 2022
  Operating Systems and Applications, Web Design
• 2017 – 2018
  Information Technologies, Introduction to New Media, Game Design, Radio and Television Technologies
• 2016 – 2017
  Information Technologies
• 2014 – 2015
  Information Technologies

Projects

• 2013 – 2015
  A Social Network Application for Classroom Management

  Higher Education Institutions Supported Project

  Role: Researcher