TY - JOUR T1 - How you move reveals who you are: understanding human behavior by analyzing trajectory data JF - Knowl. Inf. Syst. Y1 - 2013 A1 - Chiara Renso A1 - Miriam Baglioni A1 - José Antônio Fernandes de Macêdo A1 - Roberto Trasarti A1 - Monica Wachowicz VL - 37 UR - http://dx.doi.org/10.1007/s10115-012-0511-z ER - TY - CHAP T1 - Spatio and Spatio-temporal Reasoning and Decision Support Tools T2 - Entry at Encyclopedia of Social Network Analysis and Mining Y1 - 2013 A1 - Monica Wachowicz A1 - Chiara Renso JF - Entry at Encyclopedia of Social Network Analysis and Mining ER - TY - CONF T1 - A Study on Parameter Estimation for a Mining Flock Algorithm T2 - Mining Complex Patterns Workshop, ECML PKDD 2013 Y1 - 2013 A1 - Rebecca Ong A1 - Mirco Nanni A1 - Chiara Renso A1 - Monica Wachowicz A1 - Dino Pedreschi JF - Mining Complex Patterns Workshop, ECML PKDD 2013 ER - TY - CONF T1 - Tailoring Moving Patterns to Contexts T2 - AGILE Conference Y1 - 2013 A1 - Monica Wachowicz A1 - Rebecca Ong A1 - Chiara Renso JF - AGILE Conference CY - Leuven, Belgium, 2013 ER - TY - JOUR T1 - Smart cities of the future JF - European Physical Journal-Special Topics Y1 - 2012 A1 - Batty, Michael A1 - Axhausen, Kay W A1 - Fosca Giannotti A1 - Pozdnoukhov, Alexei A1 - Bazzani, Armando A1 - Monica Wachowicz A1 - Ouzounis, Georgios A1 - Portugali, Yuval AB - Here we sketch the rudiments of what constitutes a smart city which we define as a city in which ICT is merged with traditional infrastructures, coordinated and integrated using new digital technologies. We first sketch our vision defining seven goals which concern: developing a new understanding of urban problems; effective and feasible ways to coordinate urban technologies; models and methods for using urban data across spatial and temporal scales; developing new technologies for communication and dissemination; developing new forms of urban governance and organisation; defining critical problems relating to cities, transport, and energy; and identifying risk, uncertainty, and hazards in the smart city. To this, we add six research challenges: to relate the infrastructure of smart cities to their operational functioning and planning through management, control and optimisation; to explore the notion of the city as a laboratory for innovation; to provide portfolios of urban simulation which inform future designs; to develop technologies that ensure equity, fairness and realise a better quality of city life; to develop technologies that ensure informed participation and create shared knowledge for democratic city governance; and to ensure greater and more effective mobility and access to opportunities for urban populations. We begin by defining the state of the art, explaining the science of smart cities. We define six scenarios based on new cities badging themselves as smart, older cities regenerating themselves as smart, the development of science parks, tech cities, and technopoles focused on high technologies, the development of urban services using contemporary ICT, the use of ICT to develop new urban intelligence functions, and the development of online and mobile forms of participation. Seven project areas are then proposed: Integrated Databases for the Smart City, Sensing, Networking and the Impact of New Social Media, Modelling Network Performance, Mobility and Travel Behaviour, Modelling Urban Land Use, Transport and Economic Interactions, Modelling Urban Transactional Activities in Labour and Housing Markets, Decision Support as Urban Intelligence, Participatory Governance and Planning Structures for the Smart City. Finally we anticipate the paradigm shifts that will occur in this research and define a series of key demonstrators which we believe are important to progressing a science of smart cities. VL - 214 ER - TY - JOUR T1 - {The Role of a Multi-tier Ontological Framework in Reasoning to Discover Meaningful Patterns of Sustainable Mobility} Y1 - 2009 A1 - Monica Wachowicz A1 - de José Antônio Fernandes Macêdo A1 - Chiara Renso A1 - Arend Ligtenberg N1 - {Geographic Data Mining and Knowledge Discovery, 2nd Edition, to appear} ER - TY - CONF T1 - Towards Semantic Interpretation of Movement Behavior T2 - AGILE Conf. Y1 - 2009 A1 - Miriam Baglioni A1 - de José Antônio Fernandes Macêdo A1 - Chiara Renso A1 - Roberto Trasarti A1 - Monica Wachowicz JF - AGILE Conf. ER - TY - CONF T1 - Towards Semantic Interpretation of Movement Behavior T2 - AGILE Conf. Y1 - 2009 A1 - Miriam Baglioni A1 - de José Antônio Fernandes Macêdo A1 - Chiara Renso A1 - Roberto Trasarti A1 - Monica Wachowicz JF - AGILE Conf. ER - TY - CHAP T1 - Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process T2 - Mobility, Data Mining and Privacy Y1 - 2008 A1 - Monica Wachowicz A1 - Arend Ligtenberg A1 - Chiara Renso A1 - Seda F. Gürses JF - Mobility, Data Mining and Privacy PB - a Knowledge Discovery vision CY - Mobility, Privacy, and Geography ER - TY - CONF T1 - An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories T2 - ER Workshops Y1 - 2008 A1 - Miriam Baglioni A1 - de José Antônio Fernandes Macêdo A1 - Chiara Renso A1 - Monica Wachowicz JF - ER Workshops ER -