Adapting to the human: A systematic review of a decade of human factors research on adaptive autonomy

IF 3.1 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL
Allyson I. Hauptman, Christopher Flathmann, Nathan J. McNeese
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引用次数: 0

Abstract

This systematic review provides an understanding of existing human factors research on adaptive autonomy, its design, its impacts, and its definition. We conducted a search on adaptive autonomy and additional relevant search terms in four databases, which produced an initial 245 articles. The application of inclusion and exclusion criteria produced a total of 60 articles for in-depth review. Through a collaborative coding process and analysis, we extracted triggers for and types of autonomy adaptations, as well as human factors dependent variables that have been studied in previous adaptive autonomy research. Based on this analysis, we present a definition of adaptive autonomy for use in human factors artificial intelligence research, as well as a comprehensive review of existing research contributions, notable research gaps, and the application of adaptive autonomy.

适应人类:对十年来关于适应性自主的人为因素研究的系统回顾。
本系统性综述旨在了解有关适应性自主、其设计、影响和定义的现有人为因素研究。我们在四个数据库中对适应性自主及其他相关检索词进行了检索,初步得出了 245 篇文章。根据纳入和排除标准,我们共对 60 篇文章进行了深入研究。通过合作编码过程和分析,我们提取了自主适应的触发因素和类型,以及在以前的自主适应研究中已经研究过的人为因素因变量。在此分析基础上,我们提出了用于人因人工智能研究的适应性自主定义,并对现有研究贡献、显著的研究差距以及适应性自主的应用进行了全面回顾。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Ergonomics
Applied Ergonomics 工程技术-工程:工业
CiteScore
7.50
自引率
9.40%
发文量
248
审稿时长
53 days
期刊介绍: Applied Ergonomics is aimed at ergonomists and all those interested in applying ergonomics/human factors in the design, planning and management of technical and social systems at work or leisure. Readership is truly international with subscribers in over 50 countries. Professionals for whom Applied Ergonomics is of interest include: ergonomists, designers, industrial engineers, health and safety specialists, systems engineers, design engineers, organizational psychologists, occupational health specialists and human-computer interaction specialists.
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