矿工不安全行为影响因素本体构建与推理研究
Ontology Construction and Reasoning Research on Influencing Factors of Miners’ Unsafe Behavior
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摘要: 目前在矿工不安全行为分析领域存在一些问题,如不安全行为影响因素的知识组织多样、信息异构以及共享和再利用不足等。为了解决上述问题,实现对矿工不安全行为的智能化预警,提出构建矿工不安全行为影响因素本体。通过分析矿工不安全行为影响因素的领域知识,提炼领域中重要的本体术语及其内在的语义联系,构建了矿工不安全行为影响因素本体。同时利用Python编程接口,以矿工心率和工作环境中的噪声为例,对所构建的本体进行推理,实验结果验证了内部因素和外部因素会影响矿工不安全行为的产生。推理结果表明,该本体可实现对矿工不安全行为的预警预防,有利于矿工不安全行为领域知识的共享和重用。Abstract: Nowadays, several problems exist in the field of miners’ unsafe behavior analysis, such as the various styles of knowledge organization, the information isomerism and the lack of sharing and reuse of the knowledge on influence factors of miners’unsafe behavior. To solve these problems and realize the intelligent early warning of miners’ unsafe behavior, this paper proposes the ontology of influencing factors of miners’ unsafe behavior. By analyzing the field knowledge of the influential factors of the unsafe behavior of miners, the important ontology terminology and its intrinsic semantic relation in the refining field, we propose a method of constructing the ontology on the factors affecting the unsafe behavior of miners. At the same time, we use the ontology for reasoning by using the Python programming interface, taking the miners’ heart rate and noise in working environment as an example. Experimental results prove that the internal and external factors can influence the unsafe behavior of miners. The results of inference show that this ontology can be used for the precaution of unsafe behavior of miners and is beneficial to the sharing and reusing of knowledge of miners’unsafe behavior.