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A knowledge representation approach in BIM rule requirement analysis using the conceptual graph

机译:使用概念图的BIM规则需求分析中的知识表示方法

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Specifications of the exact requirements for BIM-based rules are often much more complex than it appears from their direct language interpretation. It is because the complete rule interpretation involves knowledge from human experts. Therefore, detailed interpretation process of rules for the purpose of automated rule checking implementation must be able to capture such knowledge and it must be retained throughout the implementation process. In order to ensure both completeness and precision, the knowledge capture needs to be formalized. We propose a formalized way to capture these requirements using a knowledge representation approach. Detailed analysis of the structure of the rules points to the conceptual graph (CG) as a suitable method for this purpose due to its expressiveness, which allows unambiguous description of the requirements. Such unambiguous description can be understood by all the participants in the implementation efforts. The conceptual graph is a representation that conforms to the first order logic that makes it suitable for the job. Using the conceptual graph, rules can be broken into their atomic rules and incorporates the unwritten domain checking knowledge that if done right will remove ambiguities that often plague building codes. It also provides a standardized way to capture and document the model data requirements and the high level checking logic as their functional requirements. With this, a layer that often separates the rule experts and the implementers can be eliminated, resulting in clarity and immediate usefulness for the implementation. The validity of this assertion is demonstrated using the comparison to the actual corresponding implementation of the rules.
机译:基于BIM的规则的确切要求的规范通常比其直接语言解释所显示的要复杂得多。这是因为完整的规则解释涉及人类专家的知识。因此,用于自动规则检查实施的规则的详细解释过程必须能够捕获此类知识,并且必须在整个实施过程中保留该知识。为了确保完整性和准确性,知识获取需要形式化。我们提出了一种使用知识表示方法来捕获这些需求的形式化方法。对规则结构的详细分析指出,概念图(CG)由于具有可表达性而适合作为用于此目的的方法,从而可以明确描述要求。实施工作中的所有参与者都可以理解这种明确的描述。概念图是一种符合一阶逻辑的表示,该逻辑使其适合于工作。使用概念图,规则可以分解为原子规则,并结合了未编写的域检查知识,如果正确执行,将消除经常困扰建筑法规的模糊性。它还提供了一种标准化的方式来捕获和记录模型数据需求和高级检查逻辑作为其功能需求。这样,可以消除通常将规则专家和实施者分隔开来的一层,从而使实施过程更加清晰和直接有用。通过与规则的实际对应实施方案进行比较来证明此断言的有效性。

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