人力-代理团队中协调的影响探讨

IF 2.2 Q3 ENGINEERING, INDUSTRIAL Journal of Cognitive Engineering and Decision Making Pub Date : 2021-05-16 DOI:10.1177/15553434211010573
Michael F. Schneider, Michael Miller, D. Jacques, Gilbert L. Peterson, Thomas C. Ford
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引用次数: 6

摘要

团队合作允许多个实体快速执行认知复杂的工作。随着人工智能体参与越来越复杂的认知工作,它们有望超越工具,成为人类智能体团队的有效成员。协调已被确定为实现有效团队的关键过程,也是实现人类和AAs紧密耦合团队愿景所必需的。本文在类型、内容和成本的轴上描述了协调。这种表征基于人类和AA文献,并进行评估,以提取人类-代理团队的设计含义。这些设计含义是人类-代理团队中使用的机制、调节器和模型,它们阐明了支持协调的潜在AA设计改进。
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Exploring the Impact of Coordination in Human–Agent Teams
Teaming permits cognitively complex work to be rapidly executed by multiple entities. As artificial agents (AAs) participate in increasingly complex cognitive work, they hold the promise of moving beyond tools to becoming effective members of human–agent teams. Coordination has been identified as the critical process that enables effective teams and is required to achieve the vision of tightly coupled teams of humans and AAs. This paper characterizes coordination on the axes of types, content, and cost. This characterization is grounded in the human and AA literature and is evaluated to extract design implications for human–agent teams. These design implications are the mechanisms, moderators, and models employed within human–agent teams, which illuminate potential AA design improvements to support coordination.
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来源期刊
CiteScore
4.60
自引率
10.00%
发文量
21
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