利用语义技术提高塔台操作员与飞行员之间的理解——一种新方法

Dewan Abdullah, Hironao Takahashi, Uzair Lakhani
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引用次数: 3

摘要

对于航空安全来说,人为错误是不可忽视的。控制塔操作员可能成为航空安全的潜在风险。这些操作员通过可视化检查飞机的状态,当飞机接近跑道时,他们就开始与飞行员通信。由于这些操作员工作的环境,这些操作员可能听不到飞行员的声音。为了尽量减少操作员和飞行员之间误解的风险,需要更高的通信精度。一种能够同时记录管制员和飞行员的声音并对其进行语义分类的解决方案,将有助于管制员确保航空安全。在本文中,我们提出了这样一个系统。该系统的文本分类引擎采用知识库的方法检索所需的语义。系统架构包括语音识别、自然语言处理和词义消歧。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the Understanding between Control Tower Operator and Pilot Using Semantic Techniques — A New Approach
For aviation safety human related mistakes cannotbe neglected. Control tower operators can become a potentialrisk for aviation safety. These operators check the status ofaircraft by visualization and their communication with the pilotstarts when the aircraft is near the runway. Due to theenvironment in which these operators work these operators canhave problems hearing the pilot. To minimize the risk of misunderstanding between operator and pilot higher accuracy of communication is required. A solution that can record the voice of both controller and pilot and semantically categorize it can be useful for the controller to ensure aviation safety. In this paper we have proposed such a system. The proposed training-less text categorization engine of the system uses knowledgebase approach for retrieving the semantics required. System architecture has been described covering speech recognition, Natural Language Processing and Word Sense Disambiguation.
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