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3
Announcements & Documents
Lecture Note
İstatistik Analiz dersi notlarına erişmek için buraya tıklayabilirsiniz.
C ve D grupları için ayrı sayfalar mevcut, grubunuza göre takip edebilirsiniz.
Temel Matematik II dersi notlarına erişmek için buraya tıklayabilirsiniz.
C ve D grupları için ayrı sayfalar mevcut, grubunuza göre takip edebilirsiniz.
İstatistiğe Giriş dersi 2023 yılı notlarına erişmek için buraya tıklayabilirsiniz.
C ve D grupları için ayrı sayfalar mevcut, grubunuza göre takip edebilirsiniz.
İstatistiğe Giriş dersi 2025 yılı notlarına erişmek için buraya tıklayabilirsiniz.
C ve D grupları için ayrı sayfalar mevcut, grubunuza göre takip edebilirsiniz.
Temel Matematik I dersi notlarına erişmek için buraya tıklayabilirsiniz.
C ve D grupları için ayrı sayfalar mevcut, grubunuza göre takip edebilirsiniz.
Thesis Documents
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Education
2021 - Present
2021 - PresentDoctorate
Istanbul University, Institute of Social Sciences, Quantitative Methods, Turkey
2024 - 2025
2024 - 2025Doctorate
Universitaet Passau, Faculty of Computer Science and Mathematics, Chair of Data and Knowledge Engineering, Germany
2018 - 2021
2018 - 2021Postgraduate
Istanbul University, Institute of Social Sciences, Quantitative Methods, Turkey
2014 - 2018
2014 - 2018Undergraduate
Istanbul University, School of Business, Department of Business Administration, Turkey
Dissertations
2021
2021Postgraduate
Analyzing User Interactions of an E-commerce Website with a Pay-per-click Model
Istanbul University, Institute of Social Sciences, Quantitative Methods Department
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Quantitative Methods
Academic Positions
2020 - Present
2020 - PresentResearch Assistant
Istanbul University, School of Business, Department of Business Administration
2019 - 2020
2019 - 2020Research Assistant
Istanbul Arel University, Faculty of Economics and Administrative Sciences, Business
Managerial Experience
2021 - 2024
2021 - 2024Learning Coordinator
Istanbul University, İşletme İktisadı Enstitüsü
2019 - 2020
2019 - 2020Erasmus Program Institutional Coordinator
Istanbul Arel University
Non Academic Experience
2018 - 2018
2018 - 2018Intern
Business Establishment Private, Is Bank, Digital Banking, Intern
Articles
2025
20251. Current Trends in Recommender Systems: A Survey of Approaches and Future Directions
Akkaya B.
Journal of Computer Science
, vol.10, no.1, pp.53-91, 2025 (Peer-Reviewed Journal)
2022
20222. The Mediator Role of Economic Freedom in the Effect of Corruption Perception on National Happiness: A Case of World Countries
Akkaya B.
Izmir Journal of Economics
, vol.37, no.3, pp.760-777, 2022 (Peer-Reviewed Journal)
2022
20223. Global Vaccination Inequality and the Factors that Affect this in The Context Of COVID-19
Akkaya B.
Hacettepe Sağlık İdaresi Dergisi
, vol.25, no.1, pp.17-28, 2022 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2022
20221. A Comparative Study of Heart Disease Prediction Using Machine Learning Techniques
Akkaya B., Şener E., Gürsu C.
4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, 9 - 11 June 2022, pp.1-8, (Full Text)
2021
20212. The Effect of Recursive Feature Elimination with Cross-Validation Method on Classification Performance with Different Sizes of Datasets
Akkaya B.
4th International Conference on Data Science & Applications, İstanbul, Turkey, 4 - 06 June 2021, pp.142-152, (Full Text)
2019
20193. Comparison of Multi-class Classification Algorithms on Early Diagnosis of Heart Diseases
Akkaya B., Çolakoğlu N.
y-BIS Conference 2019: Recent Advances in Data Science and Business Analytics, İstanbul, Turkey, 25 - 28 September 2019, pp.162-172, (Full Text)
Books
2021
20211. Dijitalleşen Dünyada Veri Biliminin Rolü
Çolakoğlu N., Akkaya B.
in: Dijitalleşme Bağlamında İşletme Fonksiyonlarına Bakış, Nurdan Çolakoğlu,Esra Aydın Göktepe, Editor, hiperyayın, İstanbul, pp.303-327, 2021
Memberships and Roles in Scientific Organizations
2024 - Present
2024 - PresentAssociation for Computing Machinery (ACM)
Member
2022 - Present
2022 - PresentInternational Society on MCDM
Member
Scientific Consultations
2024 - Present
2024 - PresentScientific Consultancy
TEKNOFEST & IT Valley
Istanbul University, School of Business, Department of Business Administration, Turkey
Scholarships
2024 - Present
2024 - Present