TY - CONF T1 - Managing travels with PETRA: The Rome use case T2 - 2015 31st IEEE International Conference on Data Engineering Workshops (ICDEW) Y1 - 2015 A1 - Botea, Adi A1 - Braghin, Stefano A1 - Lopes, Nuno A1 - Riccardo Guidotti A1 - Francesca Pratesi AB - The aim of the PETRA project is to provide the basis for a city-wide transportation system that supports policies catering for both individual preferences of users and city-wide travel patterns. The PETRA platform will be initially deployed in the partner city of Rome, and later in Venice, and Tel-Aviv. JF - 2015 31st IEEE International Conference on Data Engineering Workshops (ICDEW) PB - IEEE ER - 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 -