Information Acquisition Strategies for Bayesian Network-based Decision Support

Johansson, RonnieHögskolan i Skövde,Institutionen för kommunikation och information,Forskningscentrum för Informationsteknologi,Division of Information Systems, Swedish Defence Research Agency (FOI), Sweden (författare)

Determining how to utilize information acquisition resources optimally is a difﬁcult task in the intelligence domain. Nevertheless, an intelligence analyst can expect little or no support for this from software tools today. In this paper, we describe a proof of concept implementation of a resource allocation mechanism for an intelligence analysis support system. The system uses a Bayesian network to structure intelligence requests, and the goal is to minimize the uncertainty of a variable of interest. A number of allocation strategies are discussed and evaluated through simulations.

Mårtenson, ChristianDivision of Information Systems, Swedish Defence Research Agency (FOI), Sweden (författare)
Högskolan i SkövdeInstitutionen för kommunikation och information (creator_code:org_t)

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