The Testaments out now
Computational Approaches to Analogical Reasoning: Current Trends - Studies in Computational Intelligence 548 (Paperback)
  • Computational Approaches to Analogical Reasoning: Current Trends - Studies in Computational Intelligence 548 (Paperback)
zoom

Computational Approaches to Analogical Reasoning: Current Trends - Studies in Computational Intelligence 548 (Paperback)

(editor), (editor)
£109.99
Paperback 395 Pages / Published: 03/09/2016
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket

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.

Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN: 9783662523643
Number of pages: 395
Weight: 6146 g
Dimensions: 235 x 155 x 21 mm
Edition: Softcover reprint of the original 1st ed. 201

You may also be interested in...

Bayesian Reasoning and Machine Learning
Added to basket
Machine Learning for Hackers
Added to basket
Understanding Beliefs
Added to basket
Artificial Intelligence: The Basics
Added to basket
Darwin Among the Machines
Added to basket
The Singularity Is Near
Added to basket
Deep Learning
Added to basket
£47.99
Paperback
The Sciences of the Artificial
Added to basket
Dark Pools
Added to basket
£9.99
Paperback
Emotion: A Very Short Introduction
Added to basket
Computer Vision
Added to basket
Subdivision Surfaces
Added to basket
Machine Learning
Added to basket
Machine Learning
Added to basket
£37.99
Paperback

Please sign in to write a review

Your review has been submitted successfully.