DocumentCode
638323
Title
Integration approach of multicriteria analysis to OLAP systems: Multidimensional model
Author
Boutkhoum, Omar ; Hanine, Mohamed ; Tikniouine, Abdessadek ; Agouti, Tarik
Author_Institution
Lab. of Inf. Syst. Eng., Cadi Ayyad Univ., Marrakesh, Morocco
fYear
2013
fDate
27-30 May 2013
Firstpage
1
Lastpage
4
Abstract
The decisions support Systems are based on decision technologies enabling organizations to make better use of their data flow analysis by simplifying them. Indeed, OLAP (On Line Analytical Processing) tools such as decisional technology, offer the possibility of archiving, management, analysis and multidimensional modeling. However, they are limited in the consideration of the multicriteria and quality aspect of the decision problem. To overcome these limitations, we proposed in this research, a methodological approach for integrating multicriteria analysis in OLAP systems. Our aim of this approach is to create a hybrid model of data (OLAP / MCA), which will expand the capabilities of OLAP through the contribution of MCA as a tool for multi-criteria analysis. In order to validate our contribution, we present the results of experiments showing the efficiency and performance of our approach.
Keywords
data mining; decision support systems; operations research; OLAP systems; data flow analysis; data hybrid model; decisions support systems; multicriteria analysis integration approach; multidimensional model; on line analytical processing tools; Abstracts; Analytical models; Data models; Databases; Educational institutions; Information systems; Decision Support; Decisional information system; OLAP; datawarehouse; multicriteria analysis (MCA); multidimensional analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Systems and Applications (AICCSA), 2013 ACS International Conference on
Conference_Location
Ifrane
ISSN
2161-5322
Type
conf
DOI
10.1109/AICCSA.2013.6616464
Filename
6616464
Link To Document