Ontology type: schema:Chapter
2001-06-28
AUTHORSJohn Fox , David Glasspool , Jonathan Bury
ABSTRACTMedical decision making frequently requires the effective management and communication of uncertainty and risk. However a tension exists between classical probability theory, which is precise and rigorous but which people find non-intuitive and difficult to use, and qualitative approaches which are ad hoc but can be more versatile and easily comprehensible. In this paper we review a range of approaches to uncertainty management, then describe a logical approach, argumentation, which subsumes qualitative as well as quantitative representations and has a clear formal semantics. The approach is illustrated and evaluated in five decision support applications. More... »
PAGES272-282
Artificial Intelligence in Medicine
ISBN
978-3-540-42294-5
978-3-540-48229-1
http://scigraph.springernature.com/pub.10.1007/3-540-48229-6_39
DOIhttp://dx.doi.org/10.1007/3-540-48229-6_39
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