Synonyms
Decision support systems (DSS); Information systems (IS)
Definition
Natural disaster: Serious disruption triggered by natural hazards (earthquakes, floods, droughts, landslides, volcanoes, tsunamis, wildfires, avalanches, storms, cyclones, and tornadoes) causing human, material, economic, or environmental losses which exceed the ability of those affected to cope (ISDR, 2004).
Disaster management: Systematic management of administrative decisions, organization, operational skills, and abilities to implement policies, strategies, and coping capacities of the society or individuals to lessen the impacts of natural and related environmental and technological hazards (ISDR, 2004).
Expert system: An intelligent computer program that uses knowledge and inferences procedures to solve problems that are difficult enough to require significant human expertise for their solution. The knowledge of an expert system consists of facts and heuristics. The “facts” constitute a body of...
Bibliography
Ahmad, S., and Simonovic, S. P., 2001. Integration of heuristic knowledge with analytical tools for the selection of flood damage reduction measures. Canadian Journal of Civil Engineering, 28, 208–221.
Altay, N., and Green, W. G., 2006. OR/MS research in disaster operations management. European Journal of Operational Research, 175, 475–493.
Baudrit, C., Dubois, D., and Fargier, H., 2004. Practical representation of incomplete probabilistic information. In Proceedings of 2nd International Conference on Soft Methodology and Random Information Systems, Oviedo, Spain.
Bell, M. Z., 1985. Why experts systems fail. Journal of the Operational Research Society, 36(7), 613–619.
Ben Armor, S., and Martel, J. M., 2004. Le choix d’un langage de modélisation des imperfections de l'information en aide à la décision. In Proceedings of Congrès de l’ASAC, Québec, Canada.
Berrais, A., 2005. A knowledge-based expert system for earthquake resistant design of reinforced concrete buildings. Expert Systems with Applications, 28, 519–530.
Booker, J. M., and McNamara, L. A., 2004. Solving black box computation problems using expert knowledge theory and methods. Reliability Engineering and System Safety, 85, 331–340.
Bossé, E., Roy, J., and Wark, S., 2007. Concepts, Models and Tools for Information Fusion. London, Boston: Artech House.
Bouchon-Meunier, B., 1999. La Logique Floue. Paris: Presses Universitaires de France.
Buisson, L., and Charlier, C., 1989. Avalanche starting-zone analysis by use of a knowledge-based system. Annals of Glaciology, 13, 27–30.
Buisson, L., and Giraud, G., 1995. Two examples of expert knowledge based system for avalanche forecasting and protection. Surveys in Geophysics, 16, 603–619.
Chmelina, K., and Eichhorn, A., 2008. Applications of knowledge-based systems in technical surveying. Journal of Applied Geodesy, 2, 31–38.
Dempster, A. P., 1967. Upper and lower probabilities induced by a multivalued mapping. Annals of Mathematical Statistics, 38, 325–339.
Dubois, D., 2006. Possibility theory and statistical reasoning. Computational Statistics & Data Analysis, 51, 47–69.
FEMA (Federal Emergency Management Agency), 2010. Hazards U.S. Multi-Hazard (HAZUS-MH) (see http://www.fema.gov/plan/prevent/hazus/hz_overview.shtm).
Guha-Sapir, D., and Below, R., 2002. The quality and Accuracy of Disaster Data: A Comparative Analyses of Three Global Data Sets. Washington, DC: Provention Consortium, The Disaster Management Facility, The World Bank.
Harmon, P., and King, D., 1985. Expert Systems. New-York: Wiley.
International Strategy for Disaster Reduction (ISDR), 2004. Living with Risk: A Global Review of Disaster Reduction Initiatives. New York: ISDR Secretariat publication, United Nations.
Mauris, G., Lasserre, V., and Foulloy, L., 2000. Fuzzy modeling of measurement data acquired from physical sensors. IEEE Transactions on Measurement and Instrumentation, 49, 1201–1205.
McClung, D. M., 1995. Use of expert knowledge in avalanche forecasting. Defence Science Journal, 45, 117–123.
Muthu, K., and Petrou, M., 2007. Landslide-hazard mapping using an expert system and a GIS. IEEE Transactions on Geoscience and Remote Sensing, 45, 522–531.
Naresh, P., and Pant, L. M., 1999. Knowledge-based system for forecasting snow avalanches of Chokibal-Tangdhar axis (J&K). Defence Science Journal, 49, 381–391.
Schweier, C., and Markus, M., 2009. Expert and information systems for techncal SAR measures and buildings’ state evaluation. Natural Hazards, 51, 525–542.
Shafer, G., 1976. A Mathematical Theory of Evidence. Chichester: Princeton University Press.
Singh, D., and Ganju, A., 2008. Expert system for prediction of avalanches. Current Science, 94, 1076–1081.
Smarandache, F., and Dezert, J., 2004–2009. Advances and Applications of DSmT for Information Fusion (Collected Works), Vol. 1–3. Rehoboth: American Research Press (see http://www.gallup.unm.edu/smarandache/DSmT.htm).
Syrmakezis, C. A., and Mikroudis, G. K., 1997. ERDES – An expert system for the aseismic design of building. Computers and Structures, 63, 669–684.
Tacnet, J. M., Batton-Hubert, M., and Dezert, J., 2009. Information fusion for natural hazards in mountains. In Dezert, J., and Smarandache, F. (eds.), Advances and Applications of DSmT for Information Fusion – Collected works. Rehoboth: American Research Press, Vol. 3, pp. 565–659.
United Nations Development Programme (UNDP), 2004. A Global Report – Reducing Risk Disaster: A Challenge for Development. New-York: Bureau for Crisis Prevention and Recovery (see www.undp.or/bpcr).
Wallace, W. A., and De Balogh, F., 1985. Decision support systems for disaster management. Public Administration Review – Special Issue: Emergency management: A challenge for Public Administration, 45, 136–146.
Woo, G., 1999. The Mathematics of Natural Catastrophes. London: Imperial College Press.
Zadeh, L., 1965. Fuzzy sets. Information and Control, 8, 338–353.
Zadeh, L., 1978. Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets and Systems, 1, 3–28.
Zischg, A., Fuchs, S., Keiler, M., and Meisi, G., 2005. Modelling the system behaviour of wet snow avalanches using an expert system approach for risk management on high alpine traffic roads. Natural Hazards and Earth System Sciences, 5, 821–832.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this entry
Cite this entry
Tacnet, JM., Curt, C. (2013). Expert (Knowledge-Based) Systems for Disaster Management. In: Bobrowsky, P.T. (eds) Encyclopedia of Natural Hazards. Encyclopedia of Earth Sciences Series. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-4399-4_125
Download citation
DOI: https://doi.org/10.1007/978-1-4020-4399-4_125
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-90-481-8699-0
Online ISBN: 978-1-4020-4399-4
eBook Packages: Earth and Environmental ScienceReference Module Physical and Materials ScienceReference Module Earth and Environmental Sciences