caa a22 4500 463206991 CHVBK 20180405153129.0 cr unu---uuuuu 170326e20070301xx s 000 0 eng 10.1007/s10462-008-9089-y doi (NATIONALLICENCE)springer-10.1007/s10462-008-9089-y Embedding intelligent decision making within complex dynamic environments [Elektronische Daten] [G. O'Hare, M. O'Grady, R. Tynan, C. Muldoon, H. Kolar, A. Ruzzelli, D. Diamond, E. Sweeney] Decision-making is a complex and demanding process often constrained in a number of possibly conflicting dimensions including quality, responsiveness and cost. This paper considers in situ decision making whereby decisions are effected based upon inferences made from both locally sensed data and data aggregated from a sensor network. Such sensing devices that comprise a sensor network are often computationally challenged and present an additional constraint upon the reasoning process. This paper describes a hybrid reasoning approach to deliver in situ decision making which combines stream based computing with multi-agent system techniques. This approach is illustrated and exercised through an environmental demonstrator project entitled SmartBay which seeks to deliver in situ real time environmental monitoring. Springer Science+Business Media B.V., 2008 Intelligent agents nationallicence BDI agents nationallicence Hybrid intelligence nationallicence Distributed decision-making nationallicence Resource bounded reasoning nationallicence Stream computing nationallicence Environmental monitoring nationallicence O'Hare G. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut O'Grady M. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut Tynan R. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut Muldoon C. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut Kolar H. Big Green Innovations, IBM Systems and Technology Group, T.J. Watson Research Centre, New York, USA aut Ruzzelli A. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut Diamond D. The Centre for Sensor Web Technologies, Adaptive Sensors Group, NDRC, Dublin City University (DCU), Glasnevin, Dublin 8, Ireland aut Sweeney E. The Marine Institute, Rinville, Oranmore, Co. Galway, Ireland aut Artificial Intelligence Review Springer Netherlands 27/2-3(2007-03-01), 189-201 0269-2821 27:2-3<189 2007 27 10462 https://doi.org/10.1007/s10462-008-9089-y text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s10462-008-9089-y text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- O'Hare G. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut NATIONALLICENCE 700 1- O'Grady M. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut NATIONALLICENCE 700 1- Tynan R. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut NATIONALLICENCE 700 1- Muldoon C. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut NATIONALLICENCE 700 1- Kolar H. Big Green Innovations, IBM Systems and Technology Group, T.J. Watson Research Centre, New York, USA aut NATIONALLICENCE 700 1- Ruzzelli A. The Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Belfield, Dublin 4, Ireland aut NATIONALLICENCE 700 1- Diamond D. The Centre for Sensor Web Technologies, Adaptive Sensors Group, NDRC, Dublin City University (DCU), Glasnevin, Dublin 8, Ireland aut NATIONALLICENCE 700 1- Sweeney E. The Marine Institute, Rinville, Oranmore, Co. Galway, Ireland aut NATIONALLICENCE 773 0- Artificial Intelligence Review Springer Netherlands 27/2-3(2007-03-01), 189-201 0269-2821 27:2-3<189 2007 27 10462 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer