Socio-technical systems are systems where autonomous humans and computational entities collectively collaborate with each other to satisfy their goals in a dynamic environment. To be resilient, such systems need to adapt to unexpected human behaviours and exogenous changes in the environment. In this paper, we describe a framework for the development of social-technical systems where adaptation is itself a collective process driven by the awareness of capabilities, goals, constraints and preferences of humans and entities, and knowledge of the environment. The adaptation is controlled by a multi-criteria decision making function combined with an analytic hierarchic process (AHP). We present our approach, the collective adaptation algorithm, and its application to a smart mobility scenario.
An Approach for Collective Adaptation in Socio-Technical Systems / Bucchiarone, Antonio; Dulay, Naranker; Lavygina, Anna; Marconi, Annapaola; Raik, Heorhi; Russo, Alessandra. - (2015), pp. 43-48. (Intervento presentato al convegno 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW) tenutosi a Cambridge, MA, USA nel 21-25 Sept. 2015) [10.1109/SASOW.2015.12].
An Approach for Collective Adaptation in Socio-Technical Systems
Bucchiarone Antonio;Marconi Annapaola;Raik Heorhi;
2015-01-01
Abstract
Socio-technical systems are systems where autonomous humans and computational entities collectively collaborate with each other to satisfy their goals in a dynamic environment. To be resilient, such systems need to adapt to unexpected human behaviours and exogenous changes in the environment. In this paper, we describe a framework for the development of social-technical systems where adaptation is itself a collective process driven by the awareness of capabilities, goals, constraints and preferences of humans and entities, and knowledge of the environment. The adaptation is controlled by a multi-criteria decision making function combined with an analytic hierarchic process (AHP). We present our approach, the collective adaptation algorithm, and its application to a smart mobility scenario.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione