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%0 Book Section
%A Leake, David B.
%D 2000
%T Case-based reasoning
%E Ralston, Anthony; Reilly, Edwin D. & Hemmendinger, David
%B Encyclopedia of Computer Science
%C Chichester, UK
%I John Wiley and Sons Ltd.
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%6
%N 
%P 196--197
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%S 
%7 4th
%8 June
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%! 
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%@ 0-470-86412-5
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%3 incollection
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%F leake2000casebased
%K based, case, cbr, learning, machine, ml, reasoning
%X Case-based reasoning(CBR) is an artificial intelligence paradigm for reasoning and learning. Case-based reasoning solves new problems by retrieving stored records of prior problem-solving episodes (cases) and adapting their solutions to fit new circumstances. Each processing episode provides a new case that is stored for future reuse, making learning a natural side-effect of the reasoning process. Case-based reasoning is also studied within cognitive science as a model of human reasoning: studies show that people use recollections of prior problems to guide their reasoning in a wide range of tasks, such as programming, mathematical problem solving, diagnosis, decision making, and design.
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%U http://dl.acm.org/citation.cfm?id=1074100.1074199
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