In this project, we aim to: explore the use of data mining and possibly other methods to find driving pattern(s) that can be used for the calculation of safety KPIs; investigate the relationship between driving patterns and general driver characteristics (e.g. age, gender, etc) as well as environmental parameters (e.g. weather, road conditions, traffic situation); conduct a thorough state of the art review of the research on driving styles and driver profiling based on on-board data.