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dc.contributor.author Lee, Mark
dc.date.accessioned 2006-04-06T13:52:13Z
dc.date.available 2006-04-06T13:52:13Z
dc.date.issued 1999
dc.identifier.citation Lee , M 1999 , ' Characterising Model-Based Reasoning ' Paper presented at 10th International Workshop on Principles of Diagnosis, Loch Awe Hotel, Scotland , Loch Awe , United Kingdom , 8/06/99 - 11/06/99 , pp. 140-146 . en
dc.identifier.citation conference en
dc.identifier.other PURE: 67533
dc.identifier.other dspace: 2160/98
dc.identifier.uri http://hdl.handle.net/2160/98
dc.description Lee M.H., Characterising Model-Based Reasoning, Proc. 10th Int. Workshop on Principles of Diagnosis, (DX'99), Loch Awe, Scotland, 1999, pp140-146. en
dc.description.abstract This paper explores the fundamental nature of the technology known as Model-Based Reasoning. The central concept of representation is examined and the roles of prediction and explanation are emphasised. We argue that these three properties are essential elements of models that support Model-Based Reasoning and give examples to illustrate the distinctions. We show the importance of principled model design, guaranteed completeness of solutions and explicit, executable model structure. The modelling trade-off of Puccia and Levins is examined in order to characterise qualitative models and the benefits of MBR are presented. Finally, a series of challenges for the future are outlined. en
dc.format.extent 7 en
dc.language.iso eng
dc.relation.ispartof en
dc.title Characterising Model-Based Reasoning en
dc.type Text en
dc.type.publicationtype Conference paper en
dc.contributor.institution Department of Computer Science en
dc.contributor.institution Advanced Reasoning Group en
dc.description.status Peer reviewed en


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