LEADER 05074nam 22007095 450 001 9910298988003321 005 20200707014458.0 010 $a3-642-54655-2 024 7 $a10.1007/978-3-642-54655-6 035 $a(CKB)3390000000064209 035 $a(SSID)ssj0001353817 035 $a(PQKBManifestationID)11895982 035 $a(PQKBTitleCode)TC0001353817 035 $a(PQKBWorkID)11316941 035 $a(PQKB)10326256 035 $a(DE-He213)978-3-642-54655-6 035 $a(MiAaPQ)EBC5594704 035 $a(PPN)181353539 035 $a(EXLCZ)993390000000064209 100 $a20140910d2014 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aData Warehouse Systems$b[electronic resource] $eDesign and Implementation /$fby Alejandro Vaisman, Esteban Zimányi 205 $a1st ed. 2014. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2014. 215 $a1 online resource (XVI, 625 p. 133 illus.) 225 1 $aData-Centric Systems and Applications,$x2197-9723 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-54654-4 320 $aIncludes bibliographical references and index. 327 $aPart I Fundamental Concepts -- 1 Introduction -- 2 Database Concepts -- 3 Data Warehouse Concepts -- 4 Conceptual Data Warehouse Design -- 5 Logical Data Warehouse Design -- 6 Querying Data Warehouses -- Part II Implementation and Deployment -- 7 Physical Data Warehouse Design -- 8 Extraction, Transformation and Loading -- 9 Data Analytics: Exploiting the Data Warehouse -- 10 A Method for Data Warehouse Design -- Part III Advanced Topics -- 11 Spatial Data Warehouses -- 12 Trajectory Data Warehouses -- 13 New Data Warehouse Technologies -- 14 Data Warehouses and the Semantic Web -- 15 Conclusion. 330 $aWith this textbook, Vaisman and Zimányi deliver excellent coverage of data warehousing and business intelligence technologies ranging from the most basic principles to recent findings and applications. To this end, their work is structured into three parts. Part I describes ?Fundamental Concepts? including multi-dimensional models; conceptual and logical data warehouse design; and MDX and SQL/OLAP. Subsequently, Part II details ?Implementation and Deployment,? which includes physical data warehouse design; data extraction, transformation, and loading (ETL); and data analytics. Lastly, Part III covers ?Advanced Topics? such as spatial data warehouses; trajectory data warehouses; semantic technologies in data warehouses; and novel technologies like MapReduce, column-store databases, and in-memory databases. As a key characteristic of the book, most of the topics are presented and illustrated using application tools. Specifically, a case study based on the well-known Northwind database illustrates how the concepts presented in the book can be implemented using Microsoft Analysis Services and Pentaho Business Analytics. All chapters are summarized using review questions and exercises to support comprehensive student learning. Supplemental material to assist instructors using this book as a course text is available at http://cs.ulb.ac.be/DWSDIbook/, including electronic versions of the figures, solutions to all exercises, and a set of slides accompanying each chapter. Overall, students, practitioners and researchers alike will find this book the most comprehensive reference work on data warehouses, with key topics described in a clear and educational style. 410 0$aData-Centric Systems and Applications,$x2197-9723 606 $aDatabase management 606 $aInformation storage and retrieval 606 $aManagement information systems 606 $aApplication software 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aBusiness IT Infrastructure$3https://scigraph.springernature.com/ontologies/product-market-codes/522040 606 $aComputer Appl. in Administrative Data Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/I2301X 615 0$aDatabase management. 615 0$aInformation storage and retrieval. 615 0$aManagement information systems. 615 0$aApplication software. 615 14$aDatabase Management. 615 24$aInformation Storage and Retrieval. 615 24$aBusiness IT Infrastructure. 615 24$aComputer Appl. in Administrative Data Processing. 676 $a658.40380285574 700 $aVaisman$b Alejandro$4aut$4http://id.loc.gov/vocabulary/relators/aut$0859921 702 $aZimányi$b Esteban$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910298988003321 996 $aData Warehouse Systems$91918835 997 $aUNINA