%0 Conference Paper %B Machine Learning and Knowledge Discovery in Databases %D 2015 %T Mobility Mining for Journey Planning in Rome %A Michele Berlingerio %A Bicer, Veli %A Botea, Adi %A Braghin, Stefano %A Lopes, Nuno %A Riccardo Guidotti %A Francesca Pratesi %X 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. %B Machine Learning and Knowledge Discovery in Databases %I Springer International Publishing %G eng