DocumentCode
2665423
Title
DMDSS: data mining based decision support system to integrate data mining and decision support
Author
Rupnik, R. ; Kukar, M. ; Bajec, M. ; Krisper, M.
Author_Institution
Fac. of Comput. & Inf. Sci., Ljubljana Univ.
fYear
2006
fDate
19-22 June 2006
Firstpage
225
Lastpage
230
Abstract
Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area, which enable multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling the inductive approach of data analysis. The paper introduces data mining based decision support system, which was designed for business users to enable them to use data mining models to facilitate decision support with only a basic level of knowledge of data mining
Keywords
business data processing; data analysis; data mining; decision support systems; OLAP based tool; business user support; data analysis; data mining; decision support system; deductive approach; inductive approach; organizational aspects; pattern discovery; Data analysis; Data mining; Decision making; Decision support systems; Information analysis; Information science; Pattern analysis; Performance analysis; Supervised learning; Unsupervised learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology Interfaces, 2006. 28th International Conference on
Conference_Location
Cavtat/Dubrovnik
ISSN
1330-1012
Print_ISBN
953-7138-05-4
Type
conf
DOI
10.1109/ITI.2006.1708482
Filename
1708482
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