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dc.contributor.authorCunningham, Padraig
dc.contributor.authorBonzano, Andrea
dc.date.accessioned2008-01-03T13:07:58Z
dc.date.available2008-01-03T13:07:58Z
dc.date.issued1999-05
dc.identifier.citationCunningham, Padraig; Bonzano, Andrea. 'Reasoning Application'. - Dublin, Trinity College Dublin, Department of Computer Science, TCD-CS-1999-36, 1999, pp15en
dc.identifier.otherTCD-CS-1999-36
dc.identifier.urihttp://hdl.handle.net/2262/13018
dc.description.abstractCase-Based Reasoning (CBR) has emerged from research in cognitive psychology as a model of human memory and remembering. It has been embraced by researchers of AI applications as a methodology that avoids some of the knowledge acquisition and reasoning problems that occur with other methods for developing knowledge-based systems. In this paper we propose that, in developing knowledge based systems, knowledge engineering addresses two tasks. There is a problem analysis task that produces the problem representation and there is the task of developing the inference mechanism. CBR has an impact on the second of these tasks but helps less with the first. We argue that in some domains this problem analysis process can be significant and propose an iterative methodology for addressing it. To evaluate this, we describe the application of case-based reasoning to the problem of aircraft conflict resolution in a system called ISAC. We describe the application of this iterative methodology and assess the knowledge engineering impact of CBR.en
dc.format.extent136747 bytes
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.publisherTrinity College Dublin, Department of Computer Scienceen
dc.relation.ispartofseriesComputer Science Technical Reporten
dc.relation.ispartofseriesTCD-CS-1999-36en
dc.relation.haspartTCD-CS-[no.]en
dc.subjectComputer Scienceen
dc.titleKnowledge Engineering in a Real World Case-Based Reasoning Applicationen
dc.typeTechnical Reporten
dc.identifier.rssurihttps://www.cs.tcd.ie/publications/tech-reports/reports.99/TCD-CS-1999-36.pdf


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