Human-agent trust evaluation in a digital twin context

Daniela Doroftei; Tom De Vleeschauwer; Salvatore Lo Bue; Michael Dewyn; Frik Vanderstraeten; Geert De Cubber

doi:10.1109/RO-MAN50785.2021.9515445

Human-agent trust evaluation in a digital twin context

Daniela Doroftei, Tom De Vleeschauwer, Salvatore Lo Bue, Michael Dewyn, Frik Vanderstraeten, Geert De Cubber

COMOPSNAV

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Autonomous systems have the potential to accomplish missions more quickly and effectively, while reducing risks to human operators and costs. However, since the use of autonomous systems is still relatively new, there are still a lot of challenges associated with trusting these systems. Without operators in direct control of all actions, there are significant concerns associated with endangering human lives or damaging equipment. For this reason, NATO has issued a challenge seeking to identify ways to improve decision-maker and operator trust when deploying autonomous systems, and de-risk their adoption. This paper presents the proposal of the winning solution to this NATO challenge. It approaches trust as a multi-dimensional concept, by incorporating the four dimensions of human-agent trust establishment in a digital twin context.

Original language	English
Title of host publication	2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	203-207
Number of pages	5
ISBN (Electronic)	9781665404921
DOIs	https://doi.org/10.1109/RO-MAN50785.2021.9515445
Publication status	Published - 8 Aug 2021
Event	30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021 - Virtual, Vancouver, Canada Duration: 8 Aug 2021 → 12 Aug 2021

Publication series

Name	2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021

Conference

Conference	30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021
Country/Territory	Canada
City	Virtual, Vancouver
Period	8/08/21 → 12/08/21

Access to Document

10.1109/RO-MAN50785.2021.9515445

Cite this

Doroftei, D., De Vleeschauwer, T., Bue, S. L., Dewyn, M., Vanderstraeten, F., & De Cubber, G. (2021). Human-agent trust evaluation in a digital twin context. In 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021 (pp. 203-207). (2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RO-MAN50785.2021.9515445

Doroftei, Daniela ; De Vleeschauwer, Tom ; Bue, Salvatore Lo et al. / Human-agent trust evaluation in a digital twin context. 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 203-207 (2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021).

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title = "Human-agent trust evaluation in a digital twin context",

abstract = "Autonomous systems have the potential to accomplish missions more quickly and effectively, while reducing risks to human operators and costs. However, since the use of autonomous systems is still relatively new, there are still a lot of challenges associated with trusting these systems. Without operators in direct control of all actions, there are significant concerns associated with endangering human lives or damaging equipment. For this reason, NATO has issued a challenge seeking to identify ways to improve decision-maker and operator trust when deploying autonomous systems, and de-risk their adoption. This paper presents the proposal of the winning solution to this NATO challenge. It approaches trust as a multi-dimensional concept, by incorporating the four dimensions of human-agent trust establishment in a digital twin context.",

author = "Daniela Doroftei and {De Vleeschauwer}, Tom and Bue, {Salvatore Lo} and Michael Dewyn and Frik Vanderstraeten and {De Cubber}, Geert",

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Doroftei, D, De Vleeschauwer, T, Bue, SL , Dewyn, M, Vanderstraeten, F & De Cubber, G 2021, Human-agent trust evaluation in a digital twin context. in 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021. 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021, Institute of Electrical and Electronics Engineers Inc., pp. 203-207, 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021, Virtual, Vancouver, Canada, 8/08/21. https://doi.org/10.1109/RO-MAN50785.2021.9515445

Human-agent trust evaluation in a digital twin context. / Doroftei, Daniela; De Vleeschauwer, Tom; Bue, Salvatore Lo et al.
2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 203-207 (2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Human-agent trust evaluation in a digital twin context

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AU - De Vleeschauwer, Tom

AU - Bue, Salvatore Lo

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AB - Autonomous systems have the potential to accomplish missions more quickly and effectively, while reducing risks to human operators and costs. However, since the use of autonomous systems is still relatively new, there are still a lot of challenges associated with trusting these systems. Without operators in direct control of all actions, there are significant concerns associated with endangering human lives or damaging equipment. For this reason, NATO has issued a challenge seeking to identify ways to improve decision-maker and operator trust when deploying autonomous systems, and de-risk their adoption. This paper presents the proposal of the winning solution to this NATO challenge. It approaches trust as a multi-dimensional concept, by incorporating the four dimensions of human-agent trust establishment in a digital twin context.

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Doroftei D, De Vleeschauwer T, Bue SL , Dewyn M, Vanderstraeten F, De Cubber G. Human-agent trust evaluation in a digital twin context. In 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 203-207. (2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021). doi: 10.1109/RO-MAN50785.2021.9515445

Human-agent trust evaluation in a digital twin context

Abstract

Publication series

Conference

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Other files and links

Fingerprint

HFM/19-05: Simulation engine for military RPAS operations with integrated Human factors and standardised test methodologies - ALPHONSE

Cite this

Human-agent trust evaluation in a digital twin context

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Projects

HFM/19-05: Simulation engine for military RPAS operations with integrated Human factors and standardised test methodologies - ALPHONSE

Cite this