Reasoning with Information Granules to Support Situation Classification and Projection in SA

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• 关键词：Situation Awareness ; Computational intelligence ; Granular computing
• 刊名：Lecture Notes in Computer Science
• 出版年：2017
• 出版时间：2017
• 年：2017
• 卷：10147
• 期：1
• 页码：85-94
• 丛书名：Fuzzy Logic and Soft Computing Applications
• ISBN：978-3-319-52962-2
• 卷排序：10147

文摘

We present our results on the adoption of a set theoretic framework for Granular Computing in the domain of Situation Awareness. Specifically, we present two cases of reasoning with granules and granular structures devoted, respectively, to support human operators in (i) classifying situations on the basis of a set of incomplete observations using abductive reasoning, and (ii) obtaining early warning information on situation projections reasoning on granular structures.