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CREDO: A military decision-support system based on credal networks

机译:CREDO:基于credal网络的军事决策支持系统

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摘要

A software tool especially designed for military domains to create and query decision-support systems is presented. Credal networks, which are Bayesian networks whose parameters have the freedom to vary in convex sets, are used to model the relations among the system variables. A novel elicitation procedure of these sets, which allows the military experts to report their knowledge by purely qualitative judgements, is proposed. Two high-level fusion procedures to cope with multiple experts in this framework are also derived. All these features are supported by the software and demonstrated in an application to space security tested during the last NATO multinational experiment.
机译:提出了一种专门为军事领域设计的软件工具,用于创建和查询决策支持系统。 Credal网络是贝叶斯网络,其参数具有在凸集中变化的自由度,用于对系统变量之间的关系进行建模。提出了一种新颖的引诱程序,使军事专家可以通过纯定性的判断报告他们的知识。还推导了两个高级融合程序,以应对该框架中的多个专家。所有这些功能均受该软件支持,并在上一次北约多国实验中测试的太空安全应用程序中得到了证明。

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