Articoli correlati a Mobility Data Management and Exploration
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.
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Contenuti:
Part I: Setting the Scene.- Introduction.- Background on spatial data management and exploration.- Part II: Mobility Data Management.- Modeling and acquiring mobility data.- Mobility database management.- Moving object database engines.- Part III.- Mobility Data Exploration.- Preparing for mobility data exploration.- Mobility data mining and knowledge discovery.- Privacy-aware mobility data exploration.- Part IV: Advanced Topics.- Semantic aspects on mobility data.- The case of big mobility data.- Part V: Epilogue-Hands-on.- Epilogue.- Hands-on with Hermes@OracleMOD.- Hands-on with Hermes@PostgresMOD.
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- EditoreSpringer-Verlag New York Inc
- Data di pubblicazione2014
- ISBN 10 1493903918
- ISBN 13 9781493903917
- RilegaturaCopertina rigida
- Numero di pagine300
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Mobility Data Management and Exploration by Pelekis, Nikos, Theodoridis, Yannis [Hardcover ]
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Descrizione libro Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 316 pp. Englisch. Codice articolo 9781493903917
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Descrizione libro Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9781493903917
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Descrizione libro Condizione: New. First Edition. First Edition thus. Mobility Data Management and Exploration by Nikos Pelekis; Yannis Theodoridis. ISBN:9781493903917. Collectible item in excellent condition. Codice articolo 1493903917
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