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010   $a1-4939-0392-6
024 7 $a10.1007/978-1-4939-0392-4
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035   $a(DE-He213)978-1-4939-0392-4
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100   $a20140303d2014      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aMobility Data Management and Exploration /$fby Nikos Pelekis, Yannis Theodoridis
205   $a1st ed. 2014.
210  1$aNew York, NY :$cSpringer New York :$cImprint: Springer,$d2014.
215   $a1 online resource (XV, 300 p. 157 illus.)
300   $aBibliographic Level Mode of Issuance: Monograph
311   $a1-4939-0391-8 
320   $aIncludes bibliographical references.
327   $aPart 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.
330   $aThis 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.
606   $aDatabase management
606   $aData mining
606   $aComputer security
606   $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
606   $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060
615  0$aDatabase management.
615  0$aData mining.
615  0$aComputer security.
615 14$aDatabase Management.
615 24$aData Mining and Knowledge Discovery.
615 24$aSystems and Data Security.
676   $a005.7
700   $aPelekis$b Nikos$4aut$4http://id.loc.gov/vocabulary/relators/aut$0875233
702   $aTheodoridis$b Yannis$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910299052303321
996   $aMobility Data Management and Exploration$91954004
997   $aUNINA