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Titlebook: Computational Approaches to Analogical Reasoning: Current Trends; Henri Prade,Gilles Richard Book 2014 Springer-Verlag Berlin Heidelberg 2

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Henri Prade,Gilles RichardRecent research on Computational Approaches to Analogical Reasoning.Presents current trends on analogical reasoning.Written by leading experts in the field.Includes supplementary material:
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Analogy as an Organizational Principle in the Construction of Large Knowledge-Basestic comparability rather than the typically less-constrained notion of semantic similarity. This allows us to empirically demonstrate, in the context of a substantial knowledge-base of simple generalizations automatically extracted from the Google n-grams, that knowledge acquisition proceeds at a si
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From Analogical Proportion to Logical Proportions: A Surveyical proportion) which are symmetrical, and the heterogeneous proportions which are not. These eight proportions are the only logical proportions to satisfy a remarkable code-independency property. We emphasize the interest of these two groups of proportions for dealing with a variety of reasoning t
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An Information-Processing Theory of Interactive Analogical Retrieval] Information Foraging Theory and Thagard et al.’s [.] computational model of Analogical Retrieval by Constraint Satisfaction. If we take the boundary of the cognitive system in biologically inspired design as including online information environments, then the phenomenon of IAR becomes an important
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Analyzing Raven’s Intelligence Test: Cognitive Model, Demand, and Complexityonal classification allows us to develop a model in the cognitive architecture ACT-R that solves 66 of 72 problems from both Raven tests. We argue that in addition to visual and formal reasoning difficulty the way information is processed in the modular structure of the human mind should be taken in
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https://doi.org/10.1057/9781403943958d method is more cautious and makes explicit the assumptions under which it produces sound conclusions. Finally, we show how the second method may be further refined, in such a way that we recover the first method as a special case.
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https://doi.org/10.1057/9781403943958ical proportion) which are symmetrical, and the heterogeneous proportions which are not. These eight proportions are the only logical proportions to satisfy a remarkable code-independency property. We emphasize the interest of these two groups of proportions for dealing with a variety of reasoning t
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