@article{article_1520267, title={Driver violation analysis: IETT example}, journal={Akıllı Ulaşım Sistemleri ve Uygulamaları Dergisi}, volume={8}, pages={22–38}, year={2025}, DOI={10.51513/jitsa.1520267}, author={Kaya, Gizem and Demirci, Ebru and Doğaner Duman, Bükra}, keywords={Sürücü ihlali, Sürüş davranışı, Sürücü hareket analizi, kentsel ulaşım}, abstract={This article discusses the importance of driver behavior analysis in improving public transportation safety. It specifically focuses on the case of Istanbul Metropolitan Municipality Istanbul Electricity Tram and Tunnel Operations General Directorate (IETT), which operates a large number of public vehicles in Istanbul, including buses, Metrobus, Beyoglu nostalgic tram, and Karakoy tunnel funicular system. The article highlights various technologies IETT uses to analyze driving behavior, such as GPS data analysis, bus telemetry data analysis, and driver behavior data analysis. It also presents an analysis of driver violation data obtained from a driver motion analysis system used by IETT to detect violations. The data shows that the most violated rule is seat belt fastening, followed by distraction, drowsiness, and other violations. The article suggests that analyzing driver behavior data can help identify areas where driver behavior can be improved, reduce the risk of accidents, and improve overall safety.}, number={1}, publisher={Bandırma Onyedi Eylül Üniversitesi}