Incorporating the human analyst into the data fusion process by modeling situation awareness using fuzzy cognitive maps.

FUSION: 2009 12TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4(2009)

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摘要
Current data fusion models lack the capability of fully supporting the cognitive processes of the human analyst. The data fusion community has expressed a need to better incorporate users within their models. The purpose of this paper is to describe how to use fuzzy logic to develop a data fusion model that supports situation awareness (SA). Developing this model based on the formal representation of the analyst provided by the Goal-Directed Task Analysis (GDTA) methodology advances current data fusion models because it provides valuable insight on how to effectively support human cognition within the data fusion process.
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关键词
Situation awareness,fuzzy cognitive maps,high level fusion,human cognitive processes
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