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Driving Dataset

1. Dataset Release
For academic purposes, we are happy to release our driving dataset. If you have any question, please contact "Byung Il Kwak".

Driving time : about 23 hours
Driving length : about 46km (round-trip)
Driving path : between Korea University and SANGAM World Cup Stadium
# of Driver : 10



2. Applicable Area 
  • User (driver) classification based on driving pattern analysis 
  • Personalization service (combined with infotainment service based on the classification result) 
  • Auto theft detection 
3. Publication
  • Byung Il Kwak, Jiyoung Woo and Huy Kang Kim, "Know Your Master: Driver Profiling-based Anti-theft Method", PST (Privacy, Security and Trust) 2016

    Paper PDF download: https://arxiv.org/pdf/1704.05223.pdf 
    @inproceedings{kwak2016know,
      title={Know your master: Driver Profiling-based Anti-theft method},
      author={Kwak, Byung Il and Woo, Jiyoung and Kim, Huy Kang},
      booktitle={PST 2016},
      year={2016}
    }

Contact : Byung Il Kwak (kwacka12@korea.ac.kr ) or Huy Kang Kim (cenda@korea.ac.kr)