Loading...
Loading...

Go to the content (press return)

Developing and operating artificial intelligence models in trustworthy autonomous systems

Author
Martínez-Fernández, S.; Franch, X.; Jedlitschka, A.; Oriol, M.; Trendowicz, A.
Type of activity
Presentation of work at congresses
Name of edition
15th International Conference on Research Challenges in Information Science
Date of publication
2021
Presentation's date
2021-05-14
Book of congress proceedings
Research Challenges in Information Science, 15th International Conference, RCIS 2021: Limassol, Cyprus, May 11-14, 2021: proceedings
First page
221
Last page
229
Publisher
Springer
DOI
10.1007/978-3-030-75018-3_14
Project funding
BGP18/00075
Grup d'enginyeria del software i dels serveis
Repository
http://hdl.handle.net/2117/345491 Open in new window
https://arxiv.org/abs/2003.05434 Open in new window
URL
https://link.springer.com/chapter/10.1007%2F978-3-030-75018-3_14 Open in new window
Abstract
Companies dealing with Artificial Intelligence (AI) models in Autonomous Systems (AS) face several problems, such as users’ lack of trust in adverse or unknown conditions, gaps between software engineering and AI model development, and operation in a continuously changing operational environment. This work-in-progress paper aims to close the gap between the development and operation of trustworthy AI-based AS by defining an approach that coordinates both activities. We synthesize the main chal...
Citation
Martínez-Fernández, S. [et al.]. Developing and operating artificial intelligence models in trustworthy autonomous systems. A: International Conference on Research Challenges in Information Science. "Research Challenges in Information Science, 15th International Conference, RCIS 2021: Limassol, Cyprus, May 11-14, 2021: proceedings". Berlín: Springer, 2021, p. 221-229. ISBN 978-3-030-75018-3. DOI 10.1007/978-3-030-75018-3_14.
Keywords
AI, Autonomous systems, DevOps, Trustworthiness
Group of research
GESSI - Group of Software and Service Engineering
inSSIDE - integrated Software, Service, Information and Data Engineering

Participants

Attachments