TY - GEN
T1 - Investigating the relationship between AI and trust in human-AI collaboration
AU - Bao, Ying
AU - Cheng, Xusen
AU - de Vreede, Triparna
AU - de Vreede, Gert Jan
N1 - Publisher Copyright:
© 2021 IEEE Computer Society. All rights reserved.
PY - 2021
Y1 - 2021
N2 - With the increasing development of information technology, the implementation of artificial intelligence (AI) has been widespread and has empowered virtual team collaboration by increasing collaboration efficiency and achieving superior collaboration results in recent years. Trust in the process of human-AI interaction has been identified as a challenge for team collaboration in this context. However, little research has investigated the relationship between human-AI interaction and trust. This study proposes a theoretical model of the relationship between human-AI interaction and team members' trust during collaboration processes. We conclude that team members' cognitive and emotional perceptions during the interaction process are associated with their trust towards AI. Moreover, the relationship could also be moderated by the specific AI implementation traits. Our model provides a holistic view of human-AI interaction and its association with team members' trust in the context of team collaboration.
AB - With the increasing development of information technology, the implementation of artificial intelligence (AI) has been widespread and has empowered virtual team collaboration by increasing collaboration efficiency and achieving superior collaboration results in recent years. Trust in the process of human-AI interaction has been identified as a challenge for team collaboration in this context. However, little research has investigated the relationship between human-AI interaction and trust. This study proposes a theoretical model of the relationship between human-AI interaction and team members' trust during collaboration processes. We conclude that team members' cognitive and emotional perceptions during the interaction process are associated with their trust towards AI. Moreover, the relationship could also be moderated by the specific AI implementation traits. Our model provides a holistic view of human-AI interaction and its association with team members' trust in the context of team collaboration.
UR - http://www.scopus.com/inward/record.url?scp=85108373528&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:85108373528
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 607
EP - 616
BT - Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021
A2 - Bui, Tung X.
T2 - 54th Annual Hawaii International Conference on System Sciences, HICSS 2021
Y2 - 4 January 2021 through 8 January 2021
ER -