Mobility data management and exploration
By: Pelekis, Nikos
Title By: Theodoridis, Yannis
Material type: BookPublisher: New York : Springer, c2014.Description: xv, 300 p. : ill. ; 24 cm.ISBN: 9781493945108; 1493903918Subject(s): Database management | Mobile computing | Geospatial data -- Data processingDDC classification: 005.7 Online resources: Location MapItem type | Home library | Call number | Status | Date due | Barcode | Item holds |
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REGULAR | University of Wollongong in Dubai Main Collection | 005.7 PE MO (Browse shelf) | Available | T0011609 |
, Shelving location: Main Collection Close shelf browser
005.7 LA RG Large scale and big data : | 005.7 MA PR Process Mining in Healthcare : | 005.7 MO BI Big data, open data and data development | 005.7 PE MO Mobility data management and exploration | 005.7 RY MO Modern big data architectures : | 005.7 RY MO Modern big data architectures : | 005.7 WE MA Managing data from knowledge bases : |
Includes bibliographical references.
This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications. It presents a step-by-step methodology to understand and exploit mobility data: collecting and cleansing data, storage in Moving Object Database (MOD) engines, indexing, processing, analyzing and mining mobility data. Emerging issues, such as semantic and privacy-aware querying and mining as well as distributed data processing, are also covered. Theoretical presentation is smoothly interchanged with hands-on exercises and case studies involving an actual MOD engine. The authors are established experts who address both theoretical and practical dimensions of the field but also present?valuable prototype software. The background context, clear explanations and sample exercises make this an ideal textbook for graduate students studying database management, data mining and geographic information systems.--