Change search
ReferencesLink to record
Permanent link

Direct link
Using AI and games for decision support in command and control
KTH, School of Computer Science and Communication (CSC), Numerical Analysis and Computer Science, NADA.ORCID iD: 0000-0002-2677-9759
2007 (English)In: Decision Support Systems, ISSN 0167-9236, Vol. 43, no 4, 1454-1463 p.Article in journal (Refereed) Published
Abstract [en]

Developers of tomorrow's command and control centers are facing numerous problems related to the vast amount of available information obtained from various sources. On a lower level, huge amounts of uncertain reports from different sensors need to be fused into comprehensible information. On a higher level, representation and management of the aggregated information will be the main task, with prediction of future course of events being the uttermost goal. Unfortunately, traditional agent modeling techniques do not capture situations where commanders make decisions based on other commanders' reasoning about one's own reasoning. To cope with this problem, we propose a decision support tool for command and control situation awareness enhancements based on game theory for inference and coupled with traditional AI methods for uncertainty modeling.

Place, publisher, year, edition, pages
2007. Vol. 43, no 4, 1454-1463 p.
Keyword [en]
Bayesian network, influence diagram, game theory, Bayesian game, command and control, situation awareness
National Category
Computer Science
URN: urn:nbn:se:kth:diva-39588DOI: 10.1016/j.dss.2006.06.012ISI: 000249482800027ScopusID: 2-s2.0-34547670586OAI: diva2:441979
15th Mini-EURO Conference on Managing Uncertainty in Decision Support Models Location: Univ Coimbra, Coimbra, Portugal, Date: SEP 22-24, 2004 Available from: 2011-09-20 Created: 2011-09-12 Last updated: 2011-09-20Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Brynielsson, Joel
By organisation
Numerical Analysis and Computer Science, NADA
In the same journal
Decision Support Systems
Computer Science

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Altmetric score

Total: 33 hits
ReferencesLink to record
Permanent link

Direct link