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Mobility, Data Mining and Privacy Geographic Knowledge Discovery /
The technologies of mobile communications and ubiquitous computing pervade our society, and wireless networks sense the movement of people and vehicles, generating large volumes of mobility data. This is a scenario of great opportunities and risks: on one side, mining this data can produce useful kn...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edición: | 1st ed. 2008. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 245 | 1 | 0 | |a Mobility, Data Mining and Privacy |h [electronic resource] : |b Geographic Knowledge Discovery / |c edited by Fosca Giannotti, Dino Pedreschi. |
| 250 | |a 1st ed. 2008. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2008. | |
| 300 | |a XIV, 410 p. |b online resource. | ||
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| 505 | 0 | |a Setting the Stage -- Mobility, Data Mining and Privacy: A Vision of Convergence -- Basic Concepts of Movement Data -- Characterising the Next Generation of Mobile Applications Through a Privacy-Aware Geographic Knowledge Discovery Process -- Wireless Network Data Sources: Tracking and Synthesizing Trajectories -- Privacy Protection: Regulations and Technologies, Opportunities and Threats -- Managing Moving Object and Trajectory Data -- Trajectory Data Models -- Trajectory Database Systems -- Towards Trajectory Data Warehouses -- Privacy and Security in Spatiotemporal Data and Trajectories -- Mining Spatiotemporal and Trajectory Data -- Knowledge Discovery from Geographical Data -- Spatiotemporal Data Mining -- Privacy in Spatiotemporal Data Mining -- Querying and Reasoning for Spatiotemporal Data Mining -- Visual Analytics Methods for Movement Data. | |
| 520 | |a The technologies of mobile communications and ubiquitous computing pervade our society, and wireless networks sense the movement of people and vehicles, generating large volumes of mobility data. This is a scenario of great opportunities and risks: on one side, mining this data can produce useful knowledge, supporting sustainable mobility and intelligent transportation systems; on the other side, individual privacy is at risk, as the mobility data contain sensitive personal information. A new multidisciplinary research area is emerging at this crossroads of mobility, data mining, and privacy. This book assesses this research frontier from a computer science perspective, investigating the various scientific and technological issues, open problems, and roadmap. The editors manage a research project called GeoPKDD, Geographic Privacy-Aware Knowledge Discovery and Delivery, funded by the EU Commission and involving 40 researchers from 7 countries, and this book tightly integrates and relates their findings in 13 chapters covering all related subjects, including the concepts of movement data and knowledge discovery from movement data; privacy-aware geographic knowledge discovery; wireless network and next-generation mobile technologies; trajectory data models, systems and warehouses; privacy and security aspects of technologies and related regulations; querying, mining and reasoning on spatiotemporal data; and visual analytics methods for movement data. This book will benefit researchers and practitioners in the related areas of computer science, geography, social science, statistics, law, telecommunications and transportation engineering. | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Database management. | |
| 650 | 0 | |a Computers and civilization. | |
| 650 | 0 | |a Computers-Law and legislation. | |
| 650 | 0 | |a Information technology-Law and legislation. | |
| 650 | 1 | 4 | |a Data Mining and Knowledge Discovery. |
| 650 | 2 | 4 | |a Database Management. |
| 650 | 2 | 4 | |a Computers and Society. |
| 650 | 2 | 4 | |a Legal Aspects of Computing. |
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| 700 | 1 | |a Pedreschi, Dino. |e editor. |0 (orcid)0000-0003-4801-3225 |1 https://orcid.org/0000-0003-4801-3225 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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