Title
Dealing with uncertainty in Decision Support Systems: Recent trends 2000--2011
Abstract
This paper reviews research in relation with modelling uncertainty within Decision Support Systems DSS from 2000 to 2011. It specifically addresses software that has been built or prototyped with the purpose of supporting actual decision making, which is able to explicitly deal with uncertainty widely understood on the corresponding model parameters and/or data. The main DSS features analysed are the underlying decision support methodology, the type of uncertainty modelling approach used, the DSS type, and the application area. We appreciate that there is an increasing interest in dealing with uncertainty in real decision support, with prevailing interest in probabilistic approaches and, when linguistic imprecision is involved, fuzzy approaches. We have also recognized an increasing variety of perspectives adopted.
Year
DOI
Venue
2012
10.3233/IDT-2012-0141
Intelligent Decision Technologies
Keywords
Field
DocType
real decision support,dss type,increasing variety,main dss,systems dss,modelling uncertainty,actual decision,underlying decision support methodology,decision support,increasing interest,recent trend,decision support systems,robustness,applications,uncertainty
Decision analysis,Intelligent decision support system,Computer science,Fuzzy logic,Decision support system,Uncertainty analysis,Robustness (computer science),Software,Probabilistic logic,Management science
Journal
Volume
Issue
ISSN
6
4
1872-4981
Citations 
PageRank 
References 
0
0.34
64
Authors
3
Name
Order
Citations
PageRank
Luis C. Dias137128.34
Carlos Henggeler Antunes226134.75
David Rios Insua3779.45