首页> 外文会议>Computers and information in engineering conference;ASME international design engineering technical conferences and computers and information in engineering conference >AN APPROACH FOR MEASURING INFORMATION CONTENT OF TEXTUAL ENGINEERING REQUIREMENTS USING A FORM-NEUTRAL REPRESENTATION
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AN APPROACH FOR MEASURING INFORMATION CONTENT OF TEXTUAL ENGINEERING REQUIREMENTS USING A FORM-NEUTRAL REPRESENTATION

机译:用形式中性表示法测量文本工程需求信息量的方法

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This paper demonstrates a generic approach for measuring the information content of artifacts produced and used in early stages of mechanical design. Engineering design requirements are selected for information content analysis for illustration. In this method, requirements in natural language are translated to an Entity-Relation-Attribute-Value (ERAV) model composed of well-defined elements. A protocol for this translation is proposed and validated. Four different metrics, based on raw element count, count weighted by arbitrary ordinal scale, count weighted by node cardinality, and Shannon's entropy are then applied to the ERAV model for measuring information content. The method proposed is generic enough to be applied to most design documents that use natural language as the knowledge representation formalism.
机译:本文演示了一种用于测量在机械设计的早期阶段生产和使用的工件信息内容的通用方法。选择工程设计要求进行信息内容分析,以进行说明。在这种方法中,自然语言的需求会转换为由定义明确的元素组成的实体关系属性值(ERAV)模型。提出并验证了此翻译的协议。然后将基于原始元素计数,按任意序数比例加权的计数,按节点基数加权的计数和Shannon熵的四个不同度量应用于ERAV模型,以测量信息内容。所提出的方法具有足够的通用性,可应用于使用自然语言作为知识表示形式主义的大多数设计文档。

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