cam a22 5 4500 317156802 CHVBK 20201009192932.0 m d cr |n |||||||| 140625s2014 xxu|||| s 0 0|eng d 978-1-4939-0392-4 978-1-4939-0391-7 (print) 10.1007/978-1-4939-0392-4 doi (SERSOL)ssj0001186548 (IDSSG)000655375 (WaSeSS)ssj0001186548 WaSeSS QA76.9.D3 UN bicssc UMT bicssc COM021000 bisacsh 005.74 23 CH001EADF41F20F5D9338C1257F07007016DE iCapture Pelekis Nikos author Mobility Data Management and Exploration [Elektronische Daten] by Nikos Pelekis, Yannis Theodoridis New York, NY Springer New York Imprint: Springer 2014 1 online resource (XV, 300 p. 157 illus.) online resource text file PDF rda 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. Lizenzbedingungen können den Zugang einschränken. License restrictions may limit access. 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 presentvaluable 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. Computer science Data protection Database management Data mining Theodoridis Yannis author SpringerLink (Online service) Printed edition 9781493903917 https://link.springer.com/10.1007/978-1-4939-0392-4 Uni Basel: Volltext BK020053 XK020053 XK020000 Springer Computer Science eBooks 2014 English/International E-Books von 360MarcUpdates noalma ids I IDSSG HSG HSG ONL HONL000655375 IDSBB A145 A145 145VT IDSBB 100 1- Pelekis Nikos author IDSBB 700 1- Theodoridis Yannis author IDSBB 710 2- SpringerLink (Online service) IDSBB 776 08 Printed edition 9781493903917 IDSBB 856 40 https://link.springer.com/10.1007/978-1-4939-0392-4 Uni Basel: Volltext IDSSG 700 1- Pelekis Nikos IDSSG 700 1- Theodoridis Yannis IDSSG 856 4- https://doi.org/10.1007/978-1-4939-0392-4 Full text for the University of St. Gallen SWISSBIB 317156802