Abduction and Induction
Essays on their Relation and Integration
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Part of the Applied Logic Series book series (APLS, volume 18)
Table of contents
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Abductive and Inductive Reasoning: Background and Issues
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The philosophy of abduction and induction
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The logic of abduction and induction
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The integration of abduction and induction: an Artificial Intelligence perspective
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The integration of abduction and induction: a Logic Programming perspective
About this book
Introduction
From the very beginning of their investigation of human reasoning, philosophers have identified two other forms of reasoning, besides deduction, which we now call abduction and induction. Deduction is now fairly well understood, but abduction and induction have eluded a similar level of understanding. The papers collected here address the relationship between abduction and induction and their possible integration. The approach is sometimes philosophical, sometimes that of pure logic, and some papers adopt the more task-oriented approach of AI.
The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general.
The book will command the attention of philosophers, logicians, AI researchers and computer scientists in general.
Keywords
artificial intelligence complexity computer intelligence learning logic machine learning nonmonotonic reasoning probability programming
Editors and affiliations
Bibliographic information
- DOI https://doi.org/10.1007/978-94-017-0606-3
- Copyright Information Springer Science+Business Media B.V. 2000
- Publisher Name Springer, Dordrecht
- eBook Packages Springer Book Archive
- Print ISBN 978-90-481-5433-3
- Online ISBN 978-94-017-0606-3
- Series Print ISSN 1386-2790
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