Computational Approaches to Analogical Reasoning: Current Trends - Couverture rigide
Livre 75 sur 538: Studies in Computational Intelligence
Synopsis
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.
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Computational Approaches to Analogical Reasoning: Current Trends (eng)
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Computational Approaches to Analogical Reasoning: Current Trends
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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 réf. du vendeur 9783642545153
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Computational Approaches to Analogical Reasoning: Current Trends
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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 réf. du vendeur 5064110
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Computational Approaches to Analogical Reasoning: Current Trends
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Springer, Springer Apr 2014, 2014
ISBN 10 : 3642545157
ISBN 13 : 9783642545153
Neuf
Couverture rigide
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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. 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 KG, Sachsenplatz 4-6, 1201 Wien 408 pp. Englisch. N° de réf. du vendeur 9783642545153
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Computational Approaches to Analogical Reasoning: Current Trends
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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 réf. du vendeur 9783642545153
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