Bansal, G., Smith-Renner, A. M., Buçinca, Z., Wu, T., Holstein, K., Hullman, J. and Stumpf, S. (2022) Workshop on Trust and Reliance in AI-Human Teams (TRAIT). In: CHI EA '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 Apr - 05 May 2022, p. 116. ISBN 9781450391566 (doi: 10.1145/3491101.3503704)
Full text not currently available from Enlighten.
Abstract
As humans increasingly interact (and even collaborate) with AI systems during decision-making, creative exercises, and other tasks, appropriate trust and reliance are necessary to ensure proper usage and adoption of these systems. Specifically, people should understand when to trust or rely on an algorithm’s outputs and when to override them. While significant research focus has aimed to measure and promote trust in human-AI interaction, the field lacks synthesized definitions and understanding of results across contexts. Indeed, conceptualizing trust and reliance, and identifying the best ways to measure these constructs and effectively shape them in human-AI interactions remains a challenge. This workshop aims to establish building appropriate trust and reliance on (imperfect) AI systems as a vital, yet under-explored research problem. The workshop will provide a venue for exploring three broad aspects related to human-AI trust: (1) How do we clarify definitions and frameworks relevant to human-AI trust and reliance (e.g., what does trust mean in different contexts)? (2) How do we measure trust and reliance? And, (3) How do we shape trust and reliance? As these problems and solutions involving humans and AI are interdisciplinary in nature, we invite participants with expertise in HCI, AI, ML, psychology, and social science, or other relevant fields to foster closer communications and collaboration between multiple communities.
| Item Type: | Conference Proceedings |
|---|---|
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Stumpf, Dr Simone |
| Authors: | Bansal, G., Smith-Renner, A. M., Buçinca, Z., Wu, T., Holstein, K., Hullman, J., and Stumpf, S. |
| College/School: | College of Science and Engineering > School of Computing Science |
| Journal Name: | CHI Conference on Human Factors in Computing Systems Extended Abstracts |
| Publisher: | ACM |
| ISBN: | 9781450391566 |
| Published Online: | 28 April 2022 |
University Staff: Request a correction | Enlighten Editors: Update this record
Deposit and Record Details
Deposit and Record Details