张丹平, 邹鹏, 郑小玲. 基于本体的民航业安全管理知识库构建研究[J]. 南昌航空大学学报(社会科学版), 2021, 23(2): 64-73. DOI: 10.3969/j.issn.2096-8574.2021.02.009
引用本文: 张丹平, 邹鹏, 郑小玲. 基于本体的民航业安全管理知识库构建研究[J]. 南昌航空大学学报(社会科学版), 2021, 23(2): 64-73. DOI: 10.3969/j.issn.2096-8574.2021.02.009
Dan-ping ZHANG, Peng ZOU, Xiao-ling ZHENG. Construction of Knowledge Base of Civil Aviation Safety Management Based on Ontology[J]. JOURNAL OF NANCHANG HANGKONG UNIVERSITY(SOCLAL SCIENCES), 2021, 23(2): 64-73. DOI: 10.3969/j.issn.2096-8574.2021.02.009
Citation: Dan-ping ZHANG, Peng ZOU, Xiao-ling ZHENG. Construction of Knowledge Base of Civil Aviation Safety Management Based on Ontology[J]. JOURNAL OF NANCHANG HANGKONG UNIVERSITY(SOCLAL SCIENCES), 2021, 23(2): 64-73. DOI: 10.3969/j.issn.2096-8574.2021.02.009

基于本体的民航业安全管理知识库构建研究

Construction of Knowledge Base of Civil Aviation Safety Management Based on Ontology

  • 摘要: 航空安全所涉及的领域非常广,所需要表达的知识较为复杂,基于本体构建安全管理知识库,首先定义了涉及民航事故、产生原因、管理措施3个类别间的层次关系、属性及其属性约束,类别及属性的设定建立了民航安全各个知识块间的联系。其次,利用Protégé5.2.0开发工具搭建的安全管理领域本体,在不同用户之间实现知识集成、知识获取、知识共享,从而提高了知识库的表达能力。最后,在本体知识库中,采用改进后的七步法创建2010—2018年的航空安全事故实例。运用知识库可以快速识别安全事故产生的原因,有针对性地采取有效措施,降低事故风险,进一步提高民航业的安全管理水平。

     

    Abstract: Aviation safety involves a wide range of fields, and the knowledge needed to be expressed is more complex. The construction of security management knowledge base based on ontology is divided into the following three steps: Firstly, the hierarchical relationship, attributes and attribute constraints among the three categories of civil aviation accidents, causes and management measures were be defined. The setting of categories and attributes established the relationship among various knowledge blocks of civil aviation safety. Secondly, in order to improve the expression ability of knowledge base, the ontology of security management domain built by Protégé5.2.0 was used to realize knowledge integration, knowledge acquisition and knowledge sharing among different users. Finally, in the ontology knowledge base, the improved seven step method was used to create aviation safety accident cases from 2010 to 2018. Knowledge base could be used to quickly identify the causes of safety accidents. Effective measures could be taken to reduce the risk of accidents, and the safety management level of civil aviation industry should be further improved.

     

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