Domain Specific Ontology Enhancing Communication Accuracy in Airport Operation

Dewan Abdullah, Hironao Takahashi, Uzair Lakhani
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引用次数: 1

Abstract

Improved communication between pilots and ground control operator in aviation industry is one of the highest priority tasks in order to maintain safety at takeoff and landing. It has been observed that many accidents happen on these two critical events. One major cause of mistake is human related error or in other words un-recognized conversation between them. To improve the communication process we propose domain specific ontology based text support system. Although general purpose ontology is available but pilot and ground control operator communication is mission critical that requires high accuracy of understanding of conversation by text based guidance. In this paper we propose designing domain specific ontology to improve the accuracy of understanding. The domain specific ontology is designed using three different input sources and Natural Language Processing techniques. Our proposed solution not only improves accuracy but is economical also as it does not require any major hardware investment.
领域本体提高机场运行中的通信准确性
为了保证飞机起降安全,改善飞行员与地面控制人员之间的沟通是航空工业中最重要的任务之一。据观察,许多事故发生在这两个关键事件上。造成错误的一个主要原因是与人为相关的错误,换句话说,就是他们之间无法识别的对话。为了改进通信过程,我们提出了基于领域本体的文本支持系统。虽然通用本体是可用的,但飞行员和地面控制操作员的通信是至关重要的任务,这需要通过基于文本的制导对对话的高准确性理解。在本文中,我们提出设计特定领域的本体来提高理解的准确性。使用三种不同的输入源和自然语言处理技术设计了特定领域的本体。我们提出的解决方案不仅提高了精度,而且经济,因为它不需要任何主要的硬件投资。
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