TY - GEN
T1 - Applying Human Cognition to Assured Autonomy
AU - López-González, Mónica
N1 - Funding Information:
Thanks to Dr. I. Gonzalez for her insightful comments and to the Institute for Human Intelligence for providing the required resources for this research.
Publisher Copyright:
© 2021, Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - The scaled deployment of semi- and fully autonomous systems undeniably depends on assured autonomy. This reality, however, has become far more complex than expected because it necessarily demands an integrated tripartite solution not yet achieved: consensus-based standards and compliance across industry, scientific innovation within artificial intelligence R&D of explainability, and robust end-user education. In this is paper I present my human-centered approach to the design, development, and deployment of autonomous systems and break down how human factors such as cognitive and behavioral insights into how we think, feel, act, plan, make decisions, and problem-solve are foundational to assuring autonomy.
AB - The scaled deployment of semi- and fully autonomous systems undeniably depends on assured autonomy. This reality, however, has become far more complex than expected because it necessarily demands an integrated tripartite solution not yet achieved: consensus-based standards and compliance across industry, scientific innovation within artificial intelligence R&D of explainability, and robust end-user education. In this is paper I present my human-centered approach to the design, development, and deployment of autonomous systems and break down how human factors such as cognitive and behavioral insights into how we think, feel, act, plan, make decisions, and problem-solve are foundational to assuring autonomy.
KW - Artificial intelligence
KW - Assured autonomy
KW - Autonomous vehicles
KW - Explainability
KW - Human factors
KW - Trust
UR - http://www.scopus.com/inward/record.url?scp=85119845040&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85119845040&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-90963-5_36
DO - 10.1007/978-3-030-90963-5_36
M3 - Conference contribution
AN - SCOPUS:85119845040
SN - 9783030909628
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 474
EP - 488
BT - HCI International 2021 - Late Breaking Papers
A2 - Stephanidis, Constantine
A2 - Kurosu, Masaaki
A2 - Chen, Jessie Y.C.
A2 - Fragomeni, Gino
A2 - Streitz, Norbert
A2 - Konomi, Shin’ichi
A2 - Degen, Helmut
A2 - Ntoa, Stavroula
PB - Springer Science and Business Media Deutschland GmbH
T2 - 23rd International Conference on Human-Computer Interaction, HCII 2021
Y2 - 24 July 2021 through 29 July 2021
ER -