Computational Approaches to Analogical Reasoning: Current Trends

Name: Computational Approaches to Analogical Reasoning: Current Trends
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642545153
Price: 38989 HUF
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Szerző: Henri Prade, Gilles Richard

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Elérhetőség: Beszállítói készleten

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Analogical reasoning is known as a powerful mode for drawing plausible conclusions and solving probl...

Információk a könyvről

Szerző

Henri Prade, Gilles Richard

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2014

oldal

395

EAN

9783642545153

ISBN

3642545157

Enbook ID

02466098

Kiadó

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Súly

742

Méretek

239 x 163 x 26

Teljes leírás

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 analogical reasoning 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

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