TY - CONF T1 - Mobility Mining for Journey Planning in Rome T2 - Machine Learning and Knowledge Discovery in Databases Y1 - 2015 A1 - Michele Berlingerio A1 - Bicer, Veli A1 - Botea, Adi A1 - Braghin, Stefano A1 - Lopes, Nuno A1 - Riccardo Guidotti A1 - Francesca Pratesi AB - 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. JF - Machine Learning and Knowledge Discovery in Databases PB - Springer International Publishing ER -