Advanced data warehouse design: from conventional to spatial and temporal applications ; with 10 tables

Medientyp: Buch

Titel: Advanced data warehouse design : from conventional to spatial and temporal applications ; with 10 tables

Enthält: Introduction.- Introduction to databases and data warehouses.- Conventional data warehouses.- Spatial data warehouses.- Temporal data warehouses.- Designing conventional data warehouses.- Designing spatial and temporal data warehouses.- Conclusions and future work.- Formalization of the MultiDim Model.- Graphical notations.- References.- Glossary.- Index.

Beteiligte: Malinowski, Elzbieta [VerfasserIn]; Zimányi, Esteban [VerfasserIn]

Erschienen: Berlin; Heidelberg: Springer, c 2009 [erschienen 2008]

Umfang: XXI, 435 S.; graph. Darst; 235 mm x 155 mm

Sprache: Englisch

ISBN: 3540744045; 9783540744047; 9783642093838

Verlags-, Produktions- oder Bestellnummern: Sonstige Nummer: 11908692

RVK-Notation: ST 530 : Data-warehouse-Konzept; Data mining

Schlagwörter: Data-Warehouse-Konzept > Räumliches Datenbanksystem > Zeitliches Datenbanksystem > Multidimensionales Datenbanksystem > Konzeptionelle Modellierung > Datenbankentwurf
Data-Warehouse-Konzept > Räumliches Datenbanksystem > Zeitliches Datenbanksystem > Multidimensionales Datenbanksystem > Konzeptionelle Modellierung > Datenbankentwurf

Entstehung:

Anmerkungen: Literaturverz. S. [391] - 409

Beschreibung: "Malinowski and Zimanyi explain in detail conventional data warehouse design, covering in particular complex hierarchy modeling. Additionally, they address two innovative domains recently introduced to extend the capabilities of data warehouse systems, namely the management of spatial and temporal information. Their presentation covers different phases of the design process, such as requirements specification, conceptual, logical, and physical design. They include three different approaches for requirements specification depending on whether users, operational data sources, or both are the driving force in the requirements gathering process, and they show how each approach leads to the creation of a conceptual multidimensional model. Throughout the book the concepts are illustrated using many real-world examples and completed by sample implementations for Microsoft's Analysis Services 2005 and Oracle 10g with the OLAP and the Spatial extensions." "For researchers this book serves as an introduction to the state of the art on data warehouse design, with many references to more detailed sources. Providing a clear and a concise presentation of the major concepts and results of data warehouse design, it can also be used as the basis of a graduate or advanced undergraduate course. The book may help experienced data warehouse designers to enlarge their analysis possibilities by incorporating spatial and temporal information. Finally, experts in spatial databases or in geographical information systems could benefit from the data warehouse vision for building innovative spatial analytical applications."--BOOK JACKET

Advanced data warehouse design : from conventional to spatial and temporal applications ; with 10 tables

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