Mobility data: modeling, management, and understanding
Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts...
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| Other Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2014
|
| Subjects: | |
| Online Access: | BSB01 FHN01 Volltext |
| Summary: | Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts, models, and tools to comprehend mobility data and make it manageable for these applications. This book surveys the myriad facets of mobility data, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis, with a specific focus on monitoring people in motion (drivers, airplane passengers, crowds, and even animals in the wild). Written by a renowned group of worldwide experts, it presents a consistent framework that facilitates understanding of all these different facets, from basic definitions to state-of-the-art concepts and techniques, offering both researchers and professionals a thorough understanding of the applications and opportunities made possible by the development of mobility data |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (xxi, 360 pages) |
| ISBN: | 9781139128926 |
| DOI: | 10.1017/CBO9781139128926 |
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| 505 | 8 | 0 | |t Trajectories and their representations |r S. Spaccapietra, C. Parent, L. Spinsanti |t Trajectory collection and reconstruction |r G. Maketos, M.L. Damiani, N. Pelekis, Y. Theodoridis, Z. Yan |t Trajectory database |r R.H. Guting, T. Behr, C. Duntgen |t Trajectory data warehouse |r A.A. Vaisman, E. Zimanyi |t Mobility and uncertainty |r C. Silvestri, A.A. Vaisman |t Mobility data mining |r M. Nanni |t Understanding human mobility using mobility data mining |r C. Renso, R. Trasarti |t Visual analytics of movement: a rich palette of techniques to enable understanding |r N. Andrienko, G. Andrienko |t Mobility data and privacy |r F. Giannotti, A. Monreale, D. Pedreschi |t Car traffic monitoring |r D. Janssens, M. Nanni, S. Rinzivillo |t Maritime monitoring |r T. Devogele, L. Etienne, C. Ray |t Air traffic anaysis |r C. Hurter, G. Andrienko, N. Andrienko, R.H. Gutinh, M. Sakr |t Animal movement |r S. Focardi, F. Cagnacci |t Person monitoring with bluetooth tracking |r M. Versichele, T. Neutens, N. Van de Weghe |t A complexity science perspective on human mobility |r F. Giannotti, L. Pappalardo, D. Pedreschi, D. Wang |t Mobility and geo-social networks |r L. Spinsanti, M. Berlingerio, L. Pappalardo |t Conclusions |r C. Renso, S. Spaccapietra, E. Zimanyi |
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| author2 | Renso, Chiara 1968- Spaccapietra, S. Zimányi, Esteban 1964- |
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| author_additional | S. Spaccapietra, C. Parent, L. Spinsanti G. Maketos, M.L. Damiani, N. Pelekis, Y. Theodoridis, Z. Yan R.H. Guting, T. Behr, C. Duntgen A.A. Vaisman, E. Zimanyi C. Silvestri, A.A. Vaisman M. Nanni C. Renso, R. Trasarti N. Andrienko, G. Andrienko F. Giannotti, A. Monreale, D. Pedreschi D. Janssens, M. Nanni, S. Rinzivillo T. Devogele, L. Etienne, C. Ray C. Hurter, G. Andrienko, N. Andrienko, R.H. Gutinh, M. Sakr S. Focardi, F. Cagnacci M. Versichele, T. Neutens, N. Van de Weghe F. Giannotti, L. Pappalardo, D. Pedreschi, D. Wang L. Spinsanti, M. Berlingerio, L. Pappalardo C. Renso, S. Spaccapietra, E. Zimanyi |
| author_facet | Renso, Chiara 1968- Spaccapietra, S. Zimányi, Esteban 1964- |
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| bvnumber | BV043942652 |
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| contents | Trajectories and their representations Trajectory collection and reconstruction Trajectory database Trajectory data warehouse Mobility and uncertainty Mobility data mining Understanding human mobility using mobility data mining Visual analytics of movement: a rich palette of techniques to enable understanding Mobility data and privacy Car traffic monitoring Maritime monitoring Air traffic anaysis Animal movement Person monitoring with bluetooth tracking A complexity science perspective on human mobility Mobility and geo-social networks Conclusions |
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| dewey-ones | 004 - Computer science |
| dewey-raw | 004.16 |
| dewey-search | 004.16 |
| dewey-sort | 14.16 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Geographie |
| doi_str_mv | 10.1017/CBO9781139128926 |
| format | Electronic eBook |
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| spelling | Mobility data modeling, management, and understanding edited by Chiara Renso, ISTI Institute of National Research Council, Italy, Stefano Spaccapietra, Ecole Polytechnique Federale de Lausanne, Esteban Zimányi, Université Libre de Bruxelles Cambridge Cambridge University Press 2014 1 online resource (xxi, 360 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Trajectories and their representations S. Spaccapietra, C. Parent, L. Spinsanti Trajectory collection and reconstruction G. Maketos, M.L. Damiani, N. Pelekis, Y. Theodoridis, Z. Yan Trajectory database R.H. Guting, T. Behr, C. Duntgen Trajectory data warehouse A.A. Vaisman, E. Zimanyi Mobility and uncertainty C. Silvestri, A.A. Vaisman Mobility data mining M. Nanni Understanding human mobility using mobility data mining C. Renso, R. Trasarti Visual analytics of movement: a rich palette of techniques to enable understanding N. Andrienko, G. Andrienko Mobility data and privacy F. Giannotti, A. Monreale, D. Pedreschi Car traffic monitoring D. Janssens, M. Nanni, S. Rinzivillo Maritime monitoring T. Devogele, L. Etienne, C. Ray Air traffic anaysis C. Hurter, G. Andrienko, N. Andrienko, R.H. Gutinh, M. Sakr Animal movement S. Focardi, F. Cagnacci Person monitoring with bluetooth tracking M. Versichele, T. Neutens, N. Van de Weghe A complexity science perspective on human mobility F. Giannotti, L. Pappalardo, D. Pedreschi, D. Wang Mobility and geo-social networks L. Spinsanti, M. Berlingerio, L. Pappalardo Conclusions C. Renso, S. Spaccapietra, E. Zimanyi Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts, models, and tools to comprehend mobility data and make it manageable for these applications. This book surveys the myriad facets of mobility data, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis, with a specific focus on monitoring people in motion (drivers, airplane passengers, crowds, and even animals in the wild). Written by a renowned group of worldwide experts, it presents a consistent framework that facilitates understanding of all these different facets, from basic definitions to state-of-the-art concepts and techniques, offering both researchers and professionals a thorough understanding of the applications and opportunities made possible by the development of mobility data Mobile computing Mobilität (DE-588)4039785-3 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Mobile Computing (DE-588)4694120-4 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Mobilität (DE-588)4039785-3 s Datenverarbeitung (DE-588)4011152-0 s 2\p DE-604 Mobile Computing (DE-588)4694120-4 s 3\p DE-604 Renso, Chiara 1968- edt Spaccapietra, S. edt Zimányi, Esteban 1964- edt Erscheint auch als Druckausgabe 978-1-107-02171-6 https://doi.org/10.1017/CBO9781139128926 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Mobility data modeling, management, and understanding Trajectories and their representations Trajectory collection and reconstruction Trajectory database Trajectory data warehouse Mobility and uncertainty Mobility data mining Understanding human mobility using mobility data mining Visual analytics of movement: a rich palette of techniques to enable understanding Mobility data and privacy Car traffic monitoring Maritime monitoring Air traffic anaysis Animal movement Person monitoring with bluetooth tracking A complexity science perspective on human mobility Mobility and geo-social networks Conclusions Mobile computing Mobilität (DE-588)4039785-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd Mobile Computing (DE-588)4694120-4 gnd |
| subject_GND | (DE-588)4039785-3 (DE-588)4011152-0 (DE-588)4694120-4 (DE-588)4143413-4 |
| title | Mobility data modeling, management, and understanding |
| title_alt | Trajectories and their representations Trajectory collection and reconstruction Trajectory database Trajectory data warehouse Mobility and uncertainty Mobility data mining Understanding human mobility using mobility data mining Visual analytics of movement: a rich palette of techniques to enable understanding Mobility data and privacy Car traffic monitoring Maritime monitoring Air traffic anaysis Animal movement Person monitoring with bluetooth tracking A complexity science perspective on human mobility Mobility and geo-social networks Conclusions |
| title_auth | Mobility data modeling, management, and understanding |
| title_exact_search | Mobility data modeling, management, and understanding |
| title_full | Mobility data modeling, management, and understanding edited by Chiara Renso, ISTI Institute of National Research Council, Italy, Stefano Spaccapietra, Ecole Polytechnique Federale de Lausanne, Esteban Zimányi, Université Libre de Bruxelles |
| title_fullStr | Mobility data modeling, management, and understanding edited by Chiara Renso, ISTI Institute of National Research Council, Italy, Stefano Spaccapietra, Ecole Polytechnique Federale de Lausanne, Esteban Zimányi, Université Libre de Bruxelles |
| title_full_unstemmed | Mobility data modeling, management, and understanding edited by Chiara Renso, ISTI Institute of National Research Council, Italy, Stefano Spaccapietra, Ecole Polytechnique Federale de Lausanne, Esteban Zimányi, Université Libre de Bruxelles |
| title_short | Mobility data |
| title_sort | mobility data modeling management and understanding |
| title_sub | modeling, management, and understanding |
| topic | Mobile computing Mobilität (DE-588)4039785-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd Mobile Computing (DE-588)4694120-4 gnd |
| topic_facet | Mobile computing Mobilität Datenverarbeitung Mobile Computing Aufsatzsammlung |
| url | https://doi.org/10.1017/CBO9781139128926 |
| work_keys_str_mv | AT rensochiara mobilitydatamodelingmanagementandunderstanding AT spaccapietras mobilitydatamodelingmanagementandunderstanding AT zimanyiesteban mobilitydatamodelingmanagementandunderstanding |