1. Dataset Release
For academic purposes, we are happy to release our driving dataset. If you use our dataset for your experiment, please cite our paper.
Driving time : about 23 hours
Driving length : about 46km (round-trip)
Driving path : between Korea University and SANGAM World Cup Stadium
# of Driver : 10 (A to J classes in the dataset and our paper.)
Dataset Download Link: Download
You can find more detailed description for each field in this paper (Martinelli, Fabio, et al. "Human behavior characterization for driving style recognition in vehicle system." Computers & Electrical Engineering 83 (2020): 102504. https://doi.org/10.1016/j.compeleceng.2017.12.050 ). See the Table 1.
This paper cited our dataset, and provide more information than our original dataset. ;-)
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
Byung Il Kwak, Jiyoung Woo and Huy Kang Kim, "Know Your Master: Driver Profiling-based Anti-theft Method", PST (Privacy, Security and Trust) 2016
You can find additional resources and tutorials (written in Korean) in the above URLs.
Contact : Byung Il Kwak (email@example.com ) or Huy Kang Kim (firstname.lastname@example.org)