Mobility Mining For Journey Planning In Rome

Michele Berlingerio,Veli Bicer,Adi Botea,Stefano Braghin,Nuno Lopes,Riccardo Guidotti,Francesca Pratesi

ECMLPKDD'15: Proceedings of the 2015th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part III（2015）

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摘要

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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