作者
Nathan J McNeese, Beau G Schelble, Lorenzo Barberis Canonico, Mustafa Demir
发表日期
2021/5/23
期刊
IEEE Transactions on Human-Machine Systems
卷号
51
期号
4
页码范围
288-299
出版商
IEEE
简介
There are many unknowns regarding the characteristics and dynamics of human-AI teams, including a lack of understanding of how certain human-human teaming concepts may or may not apply to human-AI teams and how this composition affects team performance. This article outlines an experimental research study that investigates essential aspects of human-AI teaming such as team performance, team situation awareness, and perceived team cognition in various mixed composition teams (human-only, human-human-AI, human-AI-AI, and AI-only) through a simulated emergency response management scenario. Results indicate dichotomous outcomes regarding perceived team cognition and performance metrics, as perceived team cognition was not predictive of performance. Performance metrics like team situational awareness and team score showed that teams composed of all human participants …
引用总数
学术搜索中的文章
NJ McNeese, BG Schelble, LB Canonico, M Demir - IEEE Transactions on Human-Machine Systems, 2021