航空事故因果事件演化图的构建

2019 5th International Conference on Transportation Information and Safety (ICTIS) Pub Date : 2019-07-01 DOI:10.1109/ICTIS.2019.8883740

Hong Wang, H. Zhu, Yunqing Bai

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引用次数: 4

摘要

以往对民航事故因果分析的研究主要基于概率和统计，缺乏基于事故发生全过程的分析。提出了构建航空事故因果事件演化图的过程和方法，可用于航空事故因果分析。作者将该方法应用于世界航空安全事故调查报告数据集。在有效提取因果事件对的基础上，生成每个事故的因果链。然后，将其与领域本体进行映射，构建因果事件演化图，为民航事故综合分析和现场再现提供数据和方法。

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Construction of Causality Event Evolutionary Graph of Aviation Accident

Previous research on causality analysis of civil aviation accident was mainly based on probability and statistics, lacking of the analysis based on the whole process of accident occurrence. The process and method of constructing the causality event evolutionary graph of aviation accidents was proposed, which can be used to causality analysis. The authors apply the approach to the dataset consisting of the world aviation safety accident investigation report. On the basis of effectively extraction of causal event pairs, causality chains for each accident was generated. And then, mapping it with the domain ontology to construct causality event evolutionary graph, which provides the data and method to civil aviation accident’s comprehensive analysis and scene reappearance.

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2019 5th International Conference on Transportation Information and Safety (ICTIS)

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