Abstract
Abstract: The number of transportation fatalities which are caused by inattentive driving is high. For this reason, studying methods to estimate driver state while driving, such as physiological indexes and driving behaviors, is important. However, there is still no established method for detecting inattentive driving with high accuracy in real time. Therefore, the authors of the current paper constructed a personalized preventive safety system according to drivers’ characteristics. In this study, the authors aimed to construct a personalized preventive safety system that can contribute to safe driving regardless of a drivers' state when approaching common traffic accident scenes. Results showed that the personalized preventive safety system was accepted by drivers and improved safe driving behaviors, when the driver was faced with a hazardous event.