A Semantic Framework for Mining Novel Knowledge from Multimedia Data

Herein disclosed is an apparatus mounted on a vehicle for assisting a vehicle driver in carefully driving. The apparatus comprises data obtaining means for obtaining vehicle movement data indicative of a movement of the vehicle, estimating means for estimating a current location of the vehicle on the basis of the vehicle movement data obtained by the data obtaining means, information providing means for providing the vehicle driver with guide information as to the current location of the vehicle estimated by the estimating means, and judging means for judging whether travel of the vehicle is anomalous or not, on the basis of the vehicle movement data obtained by the obtaining means. The information providing means is operated to provide the vehicle driver with attention information that the travel of the vehicle is anomalous when the judging means judges that the travel of the vehicle is anomalous. The apparatus thus constructed serves not only as navigation apparatus but also as a anomalous travel preventing apparatus.