DocumentCode :
548783
Title :
Using relational algebra on the specification of Slowly Changing Dimensions - a first step
Author :
Santos, Vasco ; Belo, Orlando
Author_Institution :
Sch. of Manage. & Technol., Porto Polytech., Felgueiras, Portugal
fYear :
2011
fDate :
15-18 June 2011
Firstpage :
1
Lastpage :
6
Abstract :
Data Warehouses are refreshed periodically with data from source systems. Nevertheless this data is not only related to new facts, but also to dimension data. Some dimensions have the particularity of evolving through time, either by having new data or by changes that occur in source systems and must be reflected in the data warehouses. Dealing with these, so called, Slowly Changing Dimensions is a complex task that the Extract, Transform and Load process is responsible. Common approaches are based on typing these dimensions and act accordingly, which adds to the already complex nature of the process. In this paper we analyze these different types of slowly changing dimensions, proposing a relational algebra specification to deal with them.
Keywords :
algebraic specification; data warehouses; relational algebra; data warehouse; extract process; load process; relational algebra specification; slowly changing dimension; transform process; Algebra; Business; Data models; Data warehouses; Databases; Unified modeling language; Data Warehouses; ETL processes; Relational Algebra; Slowly Changing Dimensions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Systems and Technologies (CISTI), 2011 6th Iberian Conference on
Conference_Location :
Chaves
Print_ISBN :
978-1-4577-1487-0
Type :
conf
Filename :
5974226
Link To Document :
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