DocumentCode :
563132
Title :
Modeling techniques for extraction transformation and load processes: A critical review
Author :
Martínez, Alexander Bustamante ; Galvis-Lista, Ernesto Amaru ; Florez, Luis Carlos Gómez
Author_Institution :
Candidato a Magister en Ing. de Sist., Univ. Ind. de Santander, Bucaramanga, Colombia
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
1
Lastpage :
7
Abstract :
The use of Business Intelligence systems has been increased over the last fifteen years. Small and medium enterprises have seen the importance of this type of systems in supporting decision-making process. However, there is no consensus about standards that supports activities associated to the development process of this type of systems, namely, ETL design, Datawarehouse design, OLAP cubes design, and others. Hence, this paper focuses on presenting a literature review about the proposed techniques for modeling the ETL process, in order to identify trends, to provide to the practitioners an overview of the field enabling them to make decisions to choose an alternative, and finally, to show to the researchers in the field of business intelligence in particular, and software engineering researchers in general, the need to work on the construction of standards to help reduce the blur found in the design activities.
Keywords :
competitive intelligence; data mining; data warehouses; decision making; small-to-medium enterprises; software engineering; ETL design; ETL process modelling; Modeling techniques; OLAP cubes design; business intelligence systems; datawarehouse design; decision-making process; extraction-transformation-load process; small and medium enterprises; software engineering researchers; Bismuth; Business; Computational modeling; Load modeling; Principal component analysis; Software; Unified modeling language; Business Intelligence; ETL Process Design; Software Engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telematics and Information Systems (EATIS), 2012 6th Euro American Conference on
Conference_Location :
Valencia
Print_ISBN :
978-1-4503-1012-3
Type :
conf
Filename :
6218048
Link To Document :
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