Authors
Carlos Gavidia-Calderon, Anastasia Kordoni, Amel Bennaceur, Mark Levine, Bashar Nuseibeh
Publication date
2024
Journal
ACM Transactions on Software Engineering and Methodology
Publisher
ACM
Description
Autonomous systems, such as drones and rescue robots, are increasingly used during emergencies. They deliver services and provide situational awareness that facilitate emergency management and response. To do so, they need to interact and cooperate with humans in their environment. Human behaviour is uncertain and complex, so it can be difficult to reason about it formally. In this paper, we propose IDEA: an adaptive software architecture that enables cooperation between humans and autonomous systems, by leveraging in the social identity approach. This approach establishes that group membership drives human behaviour. Identity and group membership are crucial during emergencies, as they influence cooperation among survivors. IDEA systems infer the social identity of surrounding humans, thereby establishing their group membership. By reasoning about groups, we limit the number of cooperation …
Scholar articles
C Gavidia-Calderon, A Kordoni, A Bennaceur… - ACM Transactions on Software Engineering and …, 2024