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Analogical Proportions and Analogical Reasoning-An Introduction

机译:类比比例和类比推理 - 引言

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Analogical proportions are statements of the form "a is to b as c is to d". For more than a decade now, their formalization and use have raised the interest of a number of researchers. In this talk we shall primarily focus on their modeling in logical settings, both in the Boolean and in the multiple-valued cases. This logical view makes clear that analogy is as much a matter of dissimilarity as a matter of similarity. Moreover analogical proportions emerge as being especially remarkable in the framework of logical proportions. The analogical proportion and seven other code independent logical proportions can be shown as being of particular interest. Besides, analogical proportions are at the basis of an inference mechanism which enables us to complete or create a fourth item from three other items. The relation with case-based reasoning and case-based decision is emphasized. Potential applications and current developments are also discussed.
机译:类比比例是形式“A是B为B的形式的陈述”。现在十多年来,他们的形式化和使用已经提出了许多研究人员的兴趣。在此谈话中,我们主要关注其在布尔和多价案例中的逻辑设置中的建模。这种逻辑视图可以清楚地表明,与相似性的问题一样多样化。此外,类似的比例出现在逻辑比例框架中特别显着。可以将类比比例和七种独立逻辑比例显示为特别感兴趣。此外,基于推理机制的类比比例使我们能够完成或创建来自三个其他项目的第四项。强调了与基于案例的推理和基于案例的决定的关系。还讨论了潜在的应用和当前发展。

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