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Designing an inference engine: from ontology to control

机译:设计推理引擎:从本体进行控制

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摘要

The author has proposed a method called ontological analysis to help beginning knowledge engineers identify and formalize the core concepts of the task under study. Ontological analysis begins with the construction of a semantic grammar that captures regular features of the expert articulations. From the grammar, a more rigorous analysis proceeds to define the knowledge structures and the primitive fragments of the inference engine using domain equations as a formal notation tool. The author develops a method for proceeding from an identification of the knowledge structures to an inference strategy that exploits these knowledge structures to perform the task at hand. He introduces the techniques of analyzing expert articulations and organizing them into a semantic grammar; shows how this analysis can be formalized into domain equations and discusses the design of inference strategies based on the analysis of expert articulations. The task of trouble shooting an oscilloscope is used as an example to illustrate the methodology.
机译:作者提出了一种称为本体学分析的方法,以帮助开始知识工程师识别并正规化研究中任务的核心概念。本体论始于构建语义语法的结构,捕获专家关节的常规特征。从语法中,更严格的分析继续使用域方程作为正式符号工具来定义所知识结构和推动引擎的原始碎片。作者开发了一种用于将知识结构的识别到推理策略的方法,该方法利用这些知识结构来执行手头的任务。他介绍了分析专家关节的技术,并将它们组织成语法语法;展示该分析如何正式化为域方程,并根据专家关节的分析讨论推理策略的设计。拍摄示波器的故障的任务用作示例以说明方法。

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