Robot tour guide is a smart touring system that provides information service while you drive on the road. The system provides information mainly according to user’s interest to avoid overwhelming the driver, and the user interest is screened according to the user’s gaze trajectory. Additionally, the system continuously learns from driver’s response upon the recommended services for improving the user experience.