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Local bayesian fusion realized via an agent based architecture

: Sander, J.; Beyerer, J.

Koschke, R. ; Gesellschaft für Informatik -GI-, Bonn:
Informatik 2007. Informatik trifft Logistik. Bd.2 : Beiträge der 37. Jahrestagung der Gesellschaft für Informatik e.V. (GI); 24. - 27. September 2007
Bonn: GI, 2007 (GI-Edition - Lecture Notes in Informatics (LNI) - Proceedings 110)
ISBN: 978-3-88579-204-8
Gesellschaft für Informatik (Jahrestagung) <37, 2007, Bremen>
Fraunhofer IITB ( IOSB) ()

In the field of reconnaissance and in many other real world applications, information from different possibly heterogenous information sources has to be fused for obtaining adequate results. We present a local Bayesian approach which is realized via an agent based architecture. In analogy to criminalistic investigators, fusion agents elaborate the posterior Degree of Belief of initial hypotheses by local Bayesian modelling and local Bayesian fusion. Thereby, the usually high computational complexity of the Bayesian methodology gets reduced significantly.