This book surveys the myriad facets of monitoring people in motion, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis.
This book surveys the myriad facets of monitoring people in motion, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis.
Part I. Mobility Data Modeling and Representation: 1. Trajectories and behavior representation: an overview Stefano Spaccapietra, Christine Parent and Laura Spinsanti; 2. Trajectory collection and reconstruction Gerasimos Marketos, Maria Damiani, Nikos Pelekis, Yannis Theodoridis and Zhixian Yan; 3. Trajectory databases Ralf Hartmut Güting, Christian Düntgen and Thomas Behr; 4. Trajectory data warehousing Alejandro Vaisman and Esteban Zimányi; 5. Mobility and uncertainty Claudio Silvestri, Esteban Zimányi and Alessandra Raffaetà; Part II. Mobility Data Understanding: 6. Mobility data mining Mirco Nanni; 7. Understanding human mobility using mobility data mining Chiara Renso and Roberto Trasarti; 8. Visual analytics of movement: a review of methods, tools, and procedures Natalia Andrienko and Gennady Andrienko; 9. Mobility data and privacy Dino Pedreschi and Anna Monreale; Part III. Mobility Applications: 10. Car traffic monitoring Davy Janssens, Salvatore Rinzivillo and Mirco Nanni; 11. Maritime applications Thomas Devogele, Laurent Etienne, Cyril Ray and Christophe Claramunt; 12. Air traffic analysis Christophe Hurter, Gennady Andrienko, Natalia Andrienko, Ralf Güting and Mahmoud Sakr; 13. Animal movement Stefano Focardi and Francesca Cagnacci; 14. Person monitoring with Bluetooth tracking Mathias Versichele, Tijs Neutens and Nico Van de Weghe; Part IV. Future Challenges and Conclusions: 15. A complexity science perspective on human mobility Fosca Giannotti, Luca Pappalardo, Dino Pedreschi and Dashun Wang; 16. Mobility and geo-social networks Laura Spinsanti, Michele Berlingerio and Luca Pappalardo; 17. Conclusions Chiara Renso, Stefano Spaccapietra and Esteban Zimanyi.
Part I. Mobility Data Modeling and Representation: 1. Trajectories and behavior representation: an overview Stefano Spaccapietra, Christine Parent and Laura Spinsanti; 2. Trajectory collection and reconstruction Gerasimos Marketos, Maria Damiani, Nikos Pelekis, Yannis Theodoridis and Zhixian Yan; 3. Trajectory databases Ralf Hartmut Güting, Christian Düntgen and Thomas Behr; 4. Trajectory data warehousing Alejandro Vaisman and Esteban Zimányi; 5. Mobility and uncertainty Claudio Silvestri, Esteban Zimányi and Alessandra Raffaetà; Part II. Mobility Data Understanding: 6. Mobility data mining Mirco Nanni; 7. Understanding human mobility using mobility data mining Chiara Renso and Roberto Trasarti; 8. Visual analytics of movement: a review of methods, tools, and procedures Natalia Andrienko and Gennady Andrienko; 9. Mobility data and privacy Dino Pedreschi and Anna Monreale; Part III. Mobility Applications: 10. Car traffic monitoring Davy Janssens, Salvatore Rinzivillo and Mirco Nanni; 11. Maritime applications Thomas Devogele, Laurent Etienne, Cyril Ray and Christophe Claramunt; 12. Air traffic analysis Christophe Hurter, Gennady Andrienko, Natalia Andrienko, Ralf Güting and Mahmoud Sakr; 13. Animal movement Stefano Focardi and Francesca Cagnacci; 14. Person monitoring with Bluetooth tracking Mathias Versichele, Tijs Neutens and Nico Van de Weghe; Part IV. Future Challenges and Conclusions: 15. A complexity science perspective on human mobility Fosca Giannotti, Luca Pappalardo, Dino Pedreschi and Dashun Wang; 16. Mobility and geo-social networks Laura Spinsanti, Michele Berlingerio and Luca Pappalardo; 17. Conclusions Chiara Renso, Stefano Spaccapietra and Esteban Zimanyi.
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