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Representation and Reasoning for Common Quality Faults of Construction Based on Ontology

机译:基于本体的施工常见质量故障的表示与推理

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In China, common quality fault control of construction manual is widely accepted for solving quality fault. However, the present manner to solve different types of quality faults requires extracting useful information manually, it is time-consuming, lacking efficiency and prone to error. To conquer the problems, this paper presents a model of ontology-based common quality fault of construction. In the proposed model, control manual of common quality fault of construction is selected as main knowledge source, and extracted hierarchy and relationship of context information from the knowledge source is represented by ontology model. A reasoning framework presented in this paper leverages ontology for structuring knowledge about phenomenon, reason, precautions and improvement measure of quality during construction. Based on inputted quality fault a reasoning mechanism is put forward to identify fault's phenomenon, inference corresponding reason, precautions and improvement measure. And the quality fault ontology is validated by case study. Finally, the limitations of the proposed method and future research directions are discussed.
机译:在我国,解决施工质量故障,普遍接受施工手册的质量故障控制。然而,解决不同类型的质量故障的当前方式需要手动提取有用的信息,这是耗时的,效率低下并且容易出错。为了克服这些问题,本文提出了一种基于本体的施工常见质量故障模型。在该模型中,选择了施工常见质量故障的控制手册作为主要的知识来源,并用本体模型表示了从知识来源中提取的上下文信息的层次和关系。本文提出的一个推理框架利用本体来构造有关构造过程中质量的现象,原因,预防措施和改进措施的知识。基于输入的质量故障,提出了一种推理机制,以识别故障的现象,推断出相应的原因,预防措施和改进措施。并通过案例研究验证了质量故障本体。最后,讨论了该方法的局限性和未来的研究方向。

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