000 03247nam a22004935i 4500
001 978-1-4939-0392-4
003 DE-He213
005 20200421111157.0
007 cr nn 008mamaa
008 140303s2014 xxu| s |||| 0|eng d
020 _a9781493903924
_9978-1-4939-0392-4
024 7 _a10.1007/978-1-4939-0392-4
_2doi
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aUMT
_2bicssc
072 7 _aCOM021000
_2bisacsh
082 0 4 _a005.74
_223
100 1 _aPelekis, Nikos.
_eauthor.
245 1 0 _aMobility Data Management and Exploration
_h[electronic resource] /
_cby Nikos Pelekis, Yannis Theodoridis.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aXV, 300 p. 157 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aComputer science.
650 0 _aComputer security.
650 0 _aDatabase management.
650 0 _aData mining.
650 1 4 _aComputer Science.
650 2 4 _aDatabase Management.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aSystems and Data Security.
700 1 _aTheodoridis, Yannis.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781493903917
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4939-0392-4
912 _aZDB-2-SCS
942 _cEBK
999 _c53567
_d53567