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Bayesian Games for Threat Prediction and Situation Analysis
KTH, Superseded Departments, Numerical Analysis and Computer Science, NADA.ORCID iD: 0000-0002-2677-9759
KTH, School of Computer Science and Communication (CSC), Numerical Analysis and Computer Science, NADA.
2004 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Higher levels of the JDL model call for prediction of future development and awareness of the development of a situation. Since the situations handled by Command and Control systems develop by actions performed by opposing agents, pure probabilistic or evidential techniques are not quite sufficient tools for prediction. Game theoretic tools can give an improved appreciation of the real uncertainty in this prediction task, and also be a tool in the planning process. We review recent developments in game theory and apply them in a decision support tool for Command and Control situation awareness enhancements.

Place, publisher, year, edition, pages
2004. 1125-1132 p.
Keyword [en]
Bayesian Network, Influence Diagram, Game Theory, Bayesian Game, Command and Control, Situation Awareness
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:kth:diva-58733Scopus ID: 2-s2.0-6344258430OAI: oai:DiVA.org:kth-58733DiVA: diva2:473862
Conference
Proceedings of the Seventh International Conference on Information Fusion (FUSION 2004)
Note
QC 20120214Available from: 2012-01-08 Created: 2012-01-08 Last updated: 2012-02-14Bibliographically approved

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Brynielsson, Joel

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