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9783642545153: Computational Approaches to Analogical Reasoning: Current Trends

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ISBN 10 : 3642545157 ISBN 13 : 9783642545153

Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2014

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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.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteurSpringer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'�dition2014
ISBN 10 3642545157
ISBN 13 9783642545153
ReliureReli�
Langueanglais
Nombre de pages395
�diteurPrade Henri, Richard Gilles
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Computational Aproaches to Analogical Reasoning: Current Trends.

Prade, Henri; Richard, Gilles

Edit� par Berlin, Springer., 2014

ISBN 10 : 3642545157 ISBN 13 : 9783642545153

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x, 395p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband besto�en, daher M�ngelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Stamped. Studies in Computational Intelligence 548. Sprache: Englisch. N� de r�f. du vendeur 30957AB

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Computational Approaches to Analogical Reasoning: Current Trends

Prade, Henri|Richard, Gilles

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ISBN 10 : 3642545157 ISBN 13 : 9783642545153

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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent research on Computational Approaches to Analogical ReasoningPresents current trends on analogical reasoningWritten by leading experts in the fieldAnalogical reasoning is known as a powerful mode for drawing plausible concl. N� de r�f. du vendeur 5064110

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Computational Approaches to Analogical Reasoning: Current Trends

Gilles Richard

Edit� par Springer Berlin Heidelberg, 2014

ISBN 10 : 3642545157 ISBN 13 : 9783642545153

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783642545153

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Computational Approaches to Analogical Reasoning: Current Trends

Gilles Richard

Edit� par Springer Berlin Heidelberg Apr 2014, 2014

ISBN 10 : 3642545157 ISBN 13 : 9783642545153

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 408 pp. Englisch. N� de r�f. du vendeur 9783642545153

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Computational Approaches to Analogical Reasoning: Current Trends

Gilles Richard

Edit� par Springer Berlin Heidelberg, Springer Berlin Heidelberg Apr 2014, 2014

ISBN 10 : 3642545157 ISBN 13 : 9783642545153

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Buch. Etat : Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 408 pp. Englisch. N� de r�f. du vendeur 9783642545153

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