Time-Sensitive Route Planning Using Location-Based Data

  title={Time-Sensitive Route Planning Using Location-Based Data},
  author={Hsun-Ping Hsieh and Cheng-Te Li and Shou-De Lin},
  journal={2013 IEEE 13th International Conference on Data Mining Workshops},
Location-based services allow users to perform geo-spatial recording actions, which facilitates the mining of the moving activities of human beings. This paper proposes to recommend time-sensitive trip routes, consisting of a sequence of locations with associated time stamps, based on knowledge extracted from large-scale time-stamped location sequence data (e.g. check-ins and GPS traces). We argue a good route should consider (a) the popularity of places, (b) the visiting order of places, (c… CONTINUE READING