Istituto di Scienza e Tecnologie dell'Informazione     
Berlingerio M., Bicer V., Botea A., Braghin S., Lopes N., Guidotti R., Pratesi F. Mobility mining for journey planning in Rome. In: ECML PKDD 2015 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference (Porto, Portugal, 7-11 September 2015). Proceedings, vol. III pp. 222 - 226. Albert Bifet et al... (eds.). (Lecture Notes in Artificial Intelligence, vol. 9286). Springer, 2015.
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.
URL: http://link.springer.com/chapter/10.1007/978-3-319-23461-8_18
DOI: 10.1007/978-3-319-23461-8_18
Subject Journey planning
Individual mobility profile
H.2.8 Database Applications. Data Mining

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