ML Anthology

Mobility Mining for Journey Planning in Rome

Michele Berlingerio, Veli Bicer, Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi
ECML-PKDD 2015 pp. 222-226
doi:10.1007/978-3-319-23461-8_18 /ecmlpkdd/2015/berlingerio2015ecmlpkdd-mobility/

Abstract

We present recent results on integrating private car GPS routines obtained by a Data Mining module. into the PETRA (PErsonal TRansport Advisor) platform. The routines are used as additional “bus lines”, available to provide a ride to travelers. We present the effects of querying the planner with and without the routines, which show how Data Mining may help Smarter Cities applications.

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Cite

Text

Berlingerio et al. "Mobility Mining for Journey Planning in Rome." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015. doi:10.1007/978-3-319-23461-8_18

Markdown

[Berlingerio et al. "Mobility Mining for Journey Planning in Rome." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015.](https://mlanthology.org/ecmlpkdd/2015/berlingerio2015ecmlpkdd-mobility/) doi:10.1007/978-3-319-23461-8_18

BibTeX

@inproceedings{berlingerio2015ecmlpkdd-mobility,
  title     = {{Mobility Mining for Journey Planning in Rome}},
  author    = {Berlingerio, Michele and Bicer, Veli and Botea, Adi and Braghin, Stefano and Lopes, Nuno and Guidotti, Riccardo and Pratesi, Francesca},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2015},
  pages     = {222-226},
  doi       = {10.1007/978-3-319-23461-8_18},
  url       = {https://mlanthology.org/ecmlpkdd/2015/berlingerio2015ecmlpkdd-mobility/}
}