| 书目名称 | Computational Approaches to Analogical Reasoning: Current Trends | | 编辑 | Henri Prade,Gilles Richard | | 视频video | | | 概述 | Recent research on Computational Approaches to Analogical Reasoning.Presents current trends on analogical reasoning.Written by leading experts in the field.Includes supplementary material: | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .Analogical reasoning is known as a powerful mode for drawing plausible conclusions and solving problems. It has been the topic of a huge number of works by philosophers, anthropologists, linguists, psychologists, and computer scientists. As such, it has been early studied in artificial intelligence, with a particular renewal of interest in the last decade..The present volume provides a structured view of current research trends on computational approaches to analogical reasoning. It starts with an overview of the field, with an extensive bibliography..The 14 collected contributions cover a large scope of issues. First, the use of analogical proportions and analogies is explained and discussed in various natural language processing problems, as well as in automated deduction. Then, different formal frameworks for handling analogies are presented, dealing with case-based reasoning, heuristic-driven theory projection, commonsense reasoning about incomplete rule bases, logical proportions induced by similarity and dissimilarity indicators, and analogical proportions in lattice structures. Lastly, the volume reports case studies and discussions about the use of similarity judgments and | | 出版日期 | Book 2014 | | 关键词 | Analogical Reasoning; Computational Intelligence | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-54516-0 | | isbn_softcover | 978-3-662-52364-3 | | isbn_ebook | 978-3-642-54516-0Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | Springer-Verlag Berlin Heidelberg 2014 |
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发表于 2025-3-21 18:59:49
