Studies in Computational Intelligence

Computational Approaches to Analogical Reasoning: Current Trends

Editors: Prade, Henri, Richard, Gilles (Eds.)

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  • Recent research on Computational Approaches to Analogical Reasoning
  • Presents current trends on analogical reasoning
  • Written by leading experts in the field
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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 the process of analogy making, at work in IQ tests, creativity or other cognitive tasks.

This volume gathers fully revised and expanded versions of papers presented at an international workshop‚ as well as invited contributions. All chapters have benefited of a thorough peer review process.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • A Short Introduction to Computational Trends in Analogical Reasoning

    Pages 1-22

    Prade, Henri (et al.)

  • Analogies Between Binary Images: Application to Chinese Characters

    Pages 25-57

    Lepage, Yves

  • Issues in Analogical Inference Over Sequences of Symbols: A Case Study on Proper Name Transliteration

    Pages 59-82

    Langlais, Philippe (et al.)

  • Analogy as an Organizational Principle in the Construction of Large Knowledge-Bases

    Pages 83-101

    Veale, Tony (et al.)

  • Analogy in Automated Deduction: A Survey

    Pages 103-130

    Boy de la Tour, Thierry (et al.)

書籍の購入

イーブック ¥14,695
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-642-54516-0
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
  • ご購入後、すぐにダウンロードしていただけます。
ハードカバー ¥21,059
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-642-54515-3
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
  • Usually dispatched within 3 to 5 business days.
ソフトカバー ¥18,369
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-662-52364-3
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information
Book Title
Computational Approaches to Analogical Reasoning: Current Trends
Editors
  • Henri Prade
  • Gilles Richard
Series Title
Studies in Computational Intelligence
Series Volume
548
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
イーブック ISBN
978-3-642-54516-0
DOI
10.1007/978-3-642-54516-0
ハードカバー ISBN
978-3-642-54515-3
ソフトカバー ISBN
978-3-662-52364-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 395
Number of Illustrations
87 b/w illustrations, 18 illustrations in colour
Topics