Evaluating Personal Driving Risk and Road Safety in the Context of Road Navigation

Modern navigation systems prioritize fuel efficiency and time savings, often overlooking the critical aspect of road safety. This study addresses this gap by developing an advanced safe route guidance approach for Electronic Route Guidance Systems that incorporates personalized safety metrics based on individual driving behaviors and road conditions. Using the Safety Performance Function to evaluate the overall risk of road segments, and a copula model to capture the correlation between driving