Title :
Knowledge Representation and Awareness in Autonomic Service-Component Ensembles - State of the Art
Author :
Vassev, Emil ; Hinchey, Mike
Author_Institution :
Lero-the Irish Software Eng. Res. Centre, Univ. of Limerick, Limerick, Ireland
Abstract :
Knowledge is the source of intelligence and both knowledge representation and knowledge management are crucial for intelligent systems. Well employed knowledge helps such systems become aware of situations, recognize states and eventually respond to changes. This paper presents our vision of knowledge representation and awareness in mobile swarm systems formed as open-ended ensembles of special autonomic components. Such components encapsulate rules, constraints and mechanisms for self-management and acquire and process knowledge about themselves, other service components and their environment. In this paper, we present our approach to high-level model of structured knowledge and a formal model of awareness in such autonomic service-component ensembles.
Keywords :
fault tolerant computing; knowledge acquisition; knowledge based systems; knowledge management; knowledge representation; object-oriented programming; service-oriented architecture; autonomic service-component ensembles; formal model; intelligent systems; knowledge acquisition; knowledge awareness; knowledge management; knowledge representation; mobile swarm systems; open-ended ensembles; special autonomic components; Cognition; Intelligent systems; Ontologies; Robots; Semantics; ASCENS; awareness; knowledge representation;
Conference_Titel :
Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW), 2011 14th IEEE International Symposium on
Conference_Location :
Newport Beach, CA
Print_ISBN :
978-1-4577-0303-4
Electronic_ISBN :
978-0-7695-4377-2
DOI :
10.1109/ISORCW.2011.21