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Model-Based Reasoning in Science and Technology

Abduction, Logic, and Computational Discovery

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  • © 2010

Overview

  • Deals with the logical, epistemological, and cognitive aspects of modeling practices employed in science and technology
  • Written by leading experts in this field
  • State-of-the-Art book

Part of the book series: Studies in Computational Intelligence (SCI, volume 314)

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Table of contents (37 chapters)

  1. Abduction, Problem Solving, and Practical Reasoning

  2. Formal and Computational Aspects of Model Based Reasoning

Keywords

About this book

The volume is based on the papers that were presented at the international conference Model-Based Reasoning in Science and Technology (MBR09_BRAZIL), held at the University of Campinas (UNICAMP), Campinas, Brazil, December 2009. The presentations given at the conference explored how scientific cognition, but several other kinds as well, use models, abduction, and explanatory reasoning to produce important or creative changes in theories and concepts. Some speakers addressed the problem of model-based reasoning in technology, and stressed the issue of science and technological innovation. The various contributions of the book are written by interdisciplinary researchers who are active in the area of creative reasoning in logic, science, and technology: the most recent results and achievements about the topics above are illustrated in detail in the papers. The book is divided in three parts, which cover the following main areas: part I, abduction, problem solving, and practical reasoning; part II: formal and computational aspects of model based reasoning; part III, models, mental models, representations.

Editors and Affiliations

  • Università di Pavia, Pavia, Italy

    Lorenzo Magnani

  • CLE State University of Campinas, Campinas, Brazil

    Walter Carnielli

  • Università di Siena, Siena, Italy

    Claudio Pizzi

Bibliographic Information

  • Book Title: Model-Based Reasoning in Science and Technology

  • Book Subtitle: Abduction, Logic, and Computational Discovery

  • Editors: Lorenzo Magnani, Walter Carnielli, Claudio Pizzi

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-15223-8

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2010

  • Hardcover ISBN: 978-3-642-15222-1Published: 30 August 2010

  • Softcover ISBN: 978-3-642-26467-2Published: 13 October 2012

  • eBook ISBN: 978-3-642-15223-8Published: 24 September 2010

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XXX, 654

  • Number of Illustrations: 98 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence, Cognitive Psychology

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