Hasso-Plattner-Institut
Prof. Dr. Tobias Friedrich
  
 

Probabilistic Routing for On-Street Parking Search

This project is based on cooperation with TomTom. It revolved around quickly finding a parking spot and resulted a paper accepted at the 24th European Symposium on Algorithms (ESA). This page contains the datasets we used in this work.

  • 2016ESAparking.pdf
    Arndt, Tobias; Hafner, Danijar; Kellermeier, Thomas; Krogmann, Simon; Razmjou, Armin; Krejca, Martin S.; Rothenberger, Ralf; Friedrich, Tobias Probabilistic Routing for On-Street Parking Search. European Symposium on Algorithms (ESA) 2016: 6:1-6:13
     

Datasets

Due to license restrictions, the following data is currently only available upon request:

  • TomTom Map data for the Berlin area
  • Parking probabilities per edge

An OSM map with all of the probabilities of the Berlin area can be found here on GitHub.

Heatmap
A heatmap of the probability densities in the Berlin area between 9 p.m. and 6 a.m., averaged over all days of the week. Red roads represent low densities, green roads high densities.