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IMPACTS: a trust model for human-autonomy teaming

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Udgivet i:Human-Intelligent Systems Integration vol. 3, no. 2 (Jun 2021), p. 79
Hovedforfatter: Hou, Ming
Andre forfattere: Ho, Geoffrey, Dunwoody, David
Udgivet:
Springer Nature B.V.
Fag:
Verplank Defense Science Board
Robots
Autonomy
Artificial intelligence
Automation
Workloads
Positive feedback
Cognition & reasoning
Decision making
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Resumen:A trust model IMPACTS (intention, measurability, performance, adaptivity, communication, transparency, and security) has been conceptualized to build human trust in autonomous systems. A system must exhibit the seven critical characteristics to gain and maintain its human partner’s trust towards an effective and collaborative team in achieving common goals. The IMPACTS model guided a design of an intelligent adaptive decision aid for dynamic target engagement processes in a human-autonomy interaction context. Positive feedback from subject matter experts who participated in a large-scale exercise controlling multiple unmanned assets indicated the decision aid’s effectiveness. It also demonstrated the IMPACTS model’s utility as a design principle for enabling trust between a human-autonomy team.
ISSN:2524-4876
2524-4884
DOI:10.1007/s42454-020-00023-x
Fuente:Advanced Technologies & Aerospace Database