Representing Uncertainty in CE

MILCOM '14 Proceedings of the 2014 IEEE Military Communications Conference(2014)

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摘要
Providing analysts and decision makers with a means of assessing how certain extracted information is, and what the sources of uncertainty are, is an important part of the provenance of a piece of intelligence for decision-making. A major source of (un)certainty derives from the text in reports that analysts and decision makers rely on. We outline an analysis of uncertainty expressions used in English. We show how a controlled English can be used to represent the uncertainty expressions and infer important information, and how this information might be represented to analysts in support of decision-making for military operations.
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关键词
military computing,information extraction,natural languages,decision making,factive verbs,decision-making,uncertainty expressions,uncertainty represention,evidential expressions,english,military operations,controlled natural language,assumptions,knowledge acquisition,uncertainty handling,epistemic modal auxiliaries,uncertainty derives,categorization,text analysis
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