Dr. Öğr. Üyesi
Tuğrul Cabir Hakyemez
Eğitim
Ph.D. in Management Information Systems, Bogazici University 2022
- Thesis Title: Developing a Dynamic Predictive Policing System
M.A. in Management Information Systems, Sakarya University 2015
- Thesis Title: İlk Yıl Öğrencilerinin Akademik Performansına Etki Eden Faktörlerin Araştırılması Ve Bu Faktörlere Bağlı Olarak Başarılarının Tahminine Yönelik Bir Karar Destek Sistemi Tasarımı
B.S. in Industrial Engineering, Sakarya University 2011
Verdiği Dersler
- Information Systems Project 1 (MIS497):
- Machine Learning for Managerial Decision Making (MIS315)
- Business Information Systems (MIS202)
- Intermediate Programming (MIS102)
- Management Support Systems and Business Intelligence (MIS402)
- Information System Project 2 (MIS498)
İlgi Alanları
- Urban Analytics
- Graph Learning
- System Dynamics
- Spatiotemporal Data Analysis
- Machine Learning
- Data Science
- Deep Learning
- Spatiotemporal Crime Prediction
- eXplainable AI
Başarı ve Ödüller
Boğaziçi University Scientific Research Commission Thesis Award, 2022
Diğer Bilgiler
PUBLICATIONS:
Refereed Journal Articles:
- Hakyemez, T. C., & Badur, B. (2021). Crime Risk Stations: Examining Spatiotemporal Influence of Urban Features through Distance-Aware Risk Signal Functions. ISPRS International Journal of Geo-Information, 10(7), 472.
- Hakyemez, T. C. & Mardikyan, S. (2021). The interplay between institutional integration and self-efficacy in the academic performance of first-year university students: A multigroup approach. The International Journal of Management Education, 19(1), 100430.
- Akar, E., Hakyemez, T. C., Bozanta, A., & Akar, S. (2022). What Sells on the Fake News Market? Examining the Impact of Contextualized Rhetorical Features on the Popularity of Fake Tweets. Online Journal of Communication and Media Technologies, 12(1), e202201.
- Ozturan, M., Alacam, S., Coskun-Setirek, A., Hakyemez, T. C., Kebapci, H., Ozturk, E., & Tasan, E. (2017). A Citizen-Centric Integrated Information System for Municipalities. Journal of Public Administration and Governance, 175-197.
- Akkaya, A., Hakyemez, T. C., Kutbay, E., & Bayraktar, B. K. How Does Students’learning (Achievement) Relate To Their Level Of We-Intention and their Learning Methods On Facebook? Yönetim Bilişim Sistemleri Dergisi, 2(2), 61-69.
International Conference Proceedings:
- Hakyemez, T. C., Bozanta, A., & Coşkun, M. (2018). K-Means vs. Fuzzy C-Means: A Comparative Analysis of Two Popular Clustering Techniques on the Featured Mobile Applications Benchmark. Proceedings of 5th International Management Information Systems Conference, (s. 1-21). Ankara.
- Hakyemez, T. C., & Coskun, E. (2014). A Data Mining Approach towards Predicting the Academic Success of the Students based on Demographic Features and Highschool Education Parameters: Results of a Preliminary Study at Sakarya University. Global Interdisciplinary Business-Economics Advancement Conference (GIBA), (p. 708-713). 2014.
- Hakyemez, T.C., Cekici, T., & Gundogan, T. (2013). Extreme Logistics: Comparison with Traditional Logistics Services and an Overview of the Situation in Turkey. IX. Logistics and Supply Chain Congress. Kayseri.
Research in Progress
- Hakyemez, T. C., Babaoglu, C., Basar,A. Identifying Crime Colocation Patterns through a Contextualized Colocation Analysis (Under review)
- Hakyemez, T. C., & Badur, B. Enhancing the Deep learning-based Crime Hotspot Prediction Algorithms with a Novel Environmental Crime Risk Score (Under review)
- Hakyemez, T. C., & Badur, B. Sensitizing the AI-based Crime Hotspot Predictions to Park Events (Under review )