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Abductive Cognition [electronic resource] : The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning / by Lorenzo Magnani.

By: Contributor(s): Material type: TextTextSeries: Cognitive Systems Monographs ; 3Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009Description: XXIII, 535 p. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642036316
Subject(s): Additional physical formats: Printed edition:: No titleDDC classification:
  • 006.3 23
LOC classification:
  • Q342
Online resources:
Contents:
Theoretical and Manipulative Abduction -- Non-explanatory and Instrumental Abduction -- Semiotic Brains and Artificial Minds -- Neuro-multimodal Abduction -- Animal Abduction -- Abduction, Affordances, and Cognitive Niches -- Abduction in Human and Logical Agents -- Morphodynamical Abduction.
In: Springer eBooksSummary: This volume explores abductive cognition, an important but, at least until the third quarter of the last century, neglected topic in cognition. The book aims at increasing knowledge about creative and expert inferences. The study of these high-levelmethods of abductive reasoning is situated at the crossroads of philosophy, logic, epistemology, artificial intelligence, neuroscience, cognitive psychology, animal cognition and evolutionary theories; that is, at the heart of cognitive science. Philosophers of science in the twentieth century have traditionally distinguished between the inferential processes active in the logic of discovery and the ones active in the logic of justification. Most have concluded that no logic of creative processes exists and, moreover, that a rational model of discovery is impossible. In short, scientific creative inferences are irrational and there is no “reasoning” to hypotheses. On the other hand, some research in the area of artificial intelligence has shown that methods for discovery could be found that are computationally adequate for rediscovering – or discovering for the first time – empirical or theoretical laws and theorems.
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Theoretical and Manipulative Abduction -- Non-explanatory and Instrumental Abduction -- Semiotic Brains and Artificial Minds -- Neuro-multimodal Abduction -- Animal Abduction -- Abduction, Affordances, and Cognitive Niches -- Abduction in Human and Logical Agents -- Morphodynamical Abduction.

This volume explores abductive cognition, an important but, at least until the third quarter of the last century, neglected topic in cognition. The book aims at increasing knowledge about creative and expert inferences. The study of these high-levelmethods of abductive reasoning is situated at the crossroads of philosophy, logic, epistemology, artificial intelligence, neuroscience, cognitive psychology, animal cognition and evolutionary theories; that is, at the heart of cognitive science. Philosophers of science in the twentieth century have traditionally distinguished between the inferential processes active in the logic of discovery and the ones active in the logic of justification. Most have concluded that no logic of creative processes exists and, moreover, that a rational model of discovery is impossible. In short, scientific creative inferences are irrational and there is no “reasoning” to hypotheses. On the other hand, some research in the area of artificial intelligence has shown that methods for discovery could be found that are computationally adequate for rediscovering – or discovering for the first time – empirical or theoretical laws and theorems.

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