POI Detection and Route Identification Using Smartphone Sensor Data

摘要

In this paper, we represent approaches for detecting users' POIs and identifying personal routes based on temporal smartphone sensor data, including GPS. POIs and routes of users are factors that affect prediction of a traveling route. However, recording user destinations and the routes of training data is almost impossible when building a route model. Thus, we propose algorithms that automatically extract the points of destinations and routes using GPS.