Pilot Attitudes Toward AI in the Cockpit: Implications for Design

被引:1
|
作者
Zhang, Zelun Tony [1 ]
Liu, Yuanting [1 ]
Hussmann, Heinrich [2 ]
机构
[1] Fortiss GmbH, Res Inst Free State Bavaria, Munich, Germany
[2] Ludwig Maximilians Univ Munchen, Chair Appl Informat & Media Informat, Munich, Germany
关键词
interviews; thematic analysis; intelligent cockpit assistant systems; human-AI interaction; imperfect AI; AUTOMATION;
D O I
10.1109/ICHMS53169.2021.9582448
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
As the aviation industry is actively working on adopting AI for air traffic, stakeholders agree on the need for a human-centered approach. However, automation design is often driven by user-centered intentions, while the development is actually technology-centered. This can be attributed to a discrepancy between the system designers' perspective and complexities in real-world use. The same can be currently observed with AI applications where most design efforts focus on the interface between humans and AI, while the overall system design is built on preconceived assumptions. To understand potential usability issues of AI-driven cockpit assistant systems from the users' perspective, we conducted interviews with four experienced pilots. While our participants did discuss interface issues, they were much more concerned about how autonomous systems could be a burden if the operational complexity exceeds their capabilities. Besides commonly addressed human-AI interface issues, our results thus point to the need for more consideration of operational complexities on a system-design level.
引用
收藏
页码:159 / 164
页数:6
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