Learning and inferring transportation routines
Artificial Intelligence
Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries
A personal route prediction system based on trajectory data mining
Information Sciences: an International Journal
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Car navigation systems provide the best route to a destination quickly and effectively. However, during daily driving, this information is not necessary since drivers already know the route to the destination very well. In addition, it is time-consuming for drivers to input the destination. Thus, our research group has proposed a new car navigation system that provides information related to the destination by predicting the user's destination automatically. We propose the use of a new method that predicts the destination on the basis of the driving trajectory and the contexts in which the user drives. A system that uses our method knows the destination without user interaction and provides information related to the correct destination.