NDLI: Decision support system for crisis management using temporal fuzzy logic

Content Provider	IEEE Xplore Digital Library
Author	Alnahhas, A. Alkhatib, B.
Copyright Year	2012
Description	Author affiliation: Faculty of Information Technology, Damascus University, Syria (Alnahhas, A.; Alkhatib, B.)
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.
Starting Page	1
Ending Page	5
File Size	200578
Page Count	5
File Format	PDF
ISBN	9781467317399
e-ISBN	9781467317405
DOI	10.1109/ICAICT.2012.6398525
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-10-17
Publisher Place	Georgia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision support systems Fuzzy logic Crisis management Fuzzy sets Computational modeling Predictive models Prediction algorithms Temporal logic
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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