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Generic self-learning decision support system for large-scale disasters
Stella Moehrle
L. Rothkrantz, J.R., Z.Franco
Large-scale disasters, particularly failures of critical infrastructures, are exceptional situations which cannot be solved with standard countermeasures. The crises are complex and the decision makers face acute time pressure to respond to the disaster. IT based decision support systems provide potential solutions and assist the decision making process. Many decision support systems in emergency response and management concentrate on one kind of disaster. Moreover, complex structures are modeled and recommendations are made rule-based. This work in progress paper describes the first steps towards the development of a generic and self-learning decision support system. The methodology used is case-based reasoning. The paper concludes with a sample emergency decision process. © 2012 ISCRAM.
urn:ISBN:9780864913326
openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fidl.iscram.org%2F&genre=proceeding&title=Generic%20self-learning%20decision%20support%20system%20for%20large-scale%20disasters&stitle=ISCRAM%202012&issn=2411-3387&isbn=9780864913326&date=2012&aulast=Stella%20Moehrle&pub=Simon%20Fraser%20University&place=Vancouver%2C%20BC&sid=refbase%3AISCRAM
url:http://idl.iscram.org/show.php?record=171
citekey:StellaMoehrle2012
citation:Stella Moehrle. (2012). Generic self-learning decision support system for large-scale disasters. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
2012
ConferencePaper
text
Artificial intelligence
Decision making
Decision support systems
Disaster prevention
Disasters
Information systems
Complex structure
Decision makers
Decision making process
Decision process
Disaster management
Emergency response
Large-scale disasters
Work in progress
Emergency services
file:http://idl.iscram.org/files/moehrle/2012/171_Moehrle2012.pdf
Simon Fraser University
English
2411-3387
ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management
2012
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