人工智能在航空运输业中的应用:文献计量学和系统文献综述

IF 0.9 Q3 ENGINEERING, AEROSPACE Journal of Aerospace Technology and Management Pub Date : 2023-01-01 DOI:10.1590/jatm.v15.1312
Abderrahmane Moubarek Sadou, Eric Tchouamou Njoya
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引用次数: 0

摘要

人工智能及其各种组成部分的使用在今天的各个研究领域迅速增加,超越了计算机科学和数学的传统领域。为了深入了解人工智能在航空运输业中的应用情况,揭示文献中的潜在相关性和趋势,并确定潜在的研究空白,我们进行了系统的文献综述,并辅以关键词共现和作者影响力等文献计量学元素。我们研究的主要发现揭示了全球参与产生航空运输中人工智能应用知识的最多产的机构和作者。此外,我们确定了五个主导整体研究方向的研究集群:预测和优化(占文章的65%),行业间合作(占文章的17%),人类经验(占文章的9%),安全,风险和伦理考虑(占文章的6%),生态和可持续发展(占文章的3%)。总的来说,需要进一步的研究来探讨航空运输业的伦理影响、法律考虑、整合过程以及对就业和环境的影响。
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Applications of Artificial Intelligence in the Air Transport Industry: A Bibliometric and Systematic Literature Review
The use of artificial intelligence, along with its various components, is rapidly increasing in various fields of study today, going beyond the traditional domains of computer science and mathematics. To gain insights into how artificial intelligence is being applied in the air transport industry, uncover underlying correlations and trends in the literature, and identify potential research gaps, we conducted a systematic literature review supplemented with bibliometric elements such as keyword co-occurrence and author influence. The key findings of our research shed light on the most prolific institutions and authors globally involved in generating knowledge about AI applications in air transport. Additionally, we identified five research clusters that dominate the overall research direction: prediction and optimisation (constituting 65% of the articles), inter-industry collaborations (17% of the articles), human experience (9% of the articles), safety, risks, and ethical considerations (6% of the articles), and ecology and sustainable development (3% of the articles). Overall, further research is needed to explore the ethical implications, legal considerations, integration processes, and impact on employment and the environment in the air transport industry.
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来源期刊
CiteScore
2.00
自引率
0.00%
发文量
16
审稿时长
20 weeks
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