@conference {764, title = {Mobility Mining for Journey Planning in Rome}, booktitle = {Machine Learning and Knowledge Discovery in Databases}, year = {2015}, publisher = {Springer International Publishing}, organization = {Springer International Publishing}, 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 {\textquotedblleft}bus lines{\textquotedblright}, 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.}, author = {Michele Berlingerio and Bicer, Veli and Botea, Adi and Braghin, Stefano and Lopes, Nuno and Riccardo Guidotti and Francesca Pratesi} }