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
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