DocumentCode :
585864
Title :
Decision support system for crisis management using temporal fuzzy logic
Author :
Alnahhas, Ammar ; Alkhatib, Bassel
Author_Institution :
Fac. of Inf. Technol., Damascus Univ., Damascus, Syria
fYear :
2012
fDate :
17-19 Oct. 2012
Firstpage :
1
Lastpage :
5
Abstract :
Crisis management involves a lot of factors and variables that have to be monitored and considered. Human judgment becomes far from optimal as these variables and factors increase in number. Thus, in these situations, we need the help of decision support system to help the decision making process. In this paper we observe the main decision making factors that should be considered in crisis management situation, we define the crisis as a substantial change in the value of regular environment variables and factors, as the environment is uncertain we propose to use a fuzzy set theory to represent the variables of the system, we show how we can use temporal logic to represent the temporal nature of crises, we present a combination of fuzzy and temporal inference techniques, and propose an algorithm to support the decision making, the algorithm is based on temporal simulation which make use of temporal relations represented by temporal statements, we finally show that the proposed model and algorithm can suite a lot of crisis management situations.
Keywords :
decision making; decision support systems; fuzzy logic; fuzzy reasoning; fuzzy set theory; temporal logic; crisis management situation; decision making factors; decision making process; decision support system; fuzzy inference techniques; fuzzy set theory; human judgment; temporal fuzzy logic; temporal inference techniques; temporal logic; temporal statements; Computational modeling; Crisis management; Decision support systems; Fuzzy logic; Fuzzy sets; Prediction algorithms; Predictive models; crisis management; fuzzy logic; temporal logic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
Conference_Location :
Tbilisi
Print_ISBN :
978-1-4673-1739-9
Type :
conf
DOI :
10.1109/ICAICT.2012.6398525
Filename :
6398525
Link To Document :
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