Title :
Implementing artificial awareness with KnowLang
Author :
Vassev, Emil ; Hinchey, Mike
Author_Institution :
Lero - the Irish Software Eng. Res. Centre, Univ. of Limerick, Limerick, Ireland
Abstract :
To become interaction-aware, an autonomic cyber-physical system needs to be aware of its physical environment and whereabouts and its current internal status. This ability is defined as artificial awareness and it helps intelligent software-intensive systems perceive changes, draw inferences for their own behavior and react. Originally, artificial awareness depends on the knowledge we transfer to a system and how we make the system use that knowledge, so it can exhibit intelligence. Artificial awareness requires a means of sensing changes, so the external and internal worlds can be perceived through their raw events and data. To build an efficient awareness mechanism, we need to provide a means of monitoring and knowledge representation along with a proper reasoner deriving awareness conclusions. In this paper, we present an approach to implementing artificial awareness with KnowLang, a special framework for knowledge representation and reasoning. KnowLang provides for a special knowledge context and a special reasoner operating in that context. The reasoner communicates with the host system via special ASK and TELL operators allowing for awareness conclusions and updates.
Keywords :
knowledge representation; KnowLang; artificial awareness; ask operator; autonomic cyber-physical system; awareness conclusion; intelligent software-intensive system; knowledge reasoning; knowledge representation; tell operator; Amplitude shift keying; Cognition; Context; Knowledge representation; Probability distribution; Robots; Sensors; KnowLang; awareness; knowledge representation; reasoning;
Conference_Titel :
Systems Conference (SysCon), 2013 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-3107-4
DOI :
10.1109/SysCon.2013.6549940