Modelling and Reasoning with Vague Concepts

  • Jonathan¬†Lawry

Part of the Studies in Computational Intelligence book series (SCI, volume 12)

Table of contents

About this book

Introduction

Vagueness is central to the flexibility and robustness of natural language descriptions. Vague concepts are robust to the imprecision of our perceptions, while still allowing us to convey useful, and sometimes vital, information. The study of vagueness in Artificial Intelligence (AI) is therefore motivated by the desire to incorporate this robustness and flexibility into intelligent computer systems. Such a goal, however, requires a formal model of vague concepts that will allow us to quantify and manipulate the uncertainty resulting from their use as a means of passing information between autonomous agents.

This volume outlines a formal representation framework for modelling and reasoning with vague concepts in Artificial Intelligence. The new calculus has many applications, especially in automated reasoning, learning, data analysis and information fusion. This book gives a rigorous introduction to label semantics theory, illustrated with many examples, and suggests clear operational interpretations of the proposed measures. It also provides a detailed description of how the theory can be applied in data analysis and information fusion based on a range of benchmark problems.

Keywords

Computer Information Regression algorithm algorithms artificial intelligence automated reasoning autonom data analysis data modelling databases intelligence modeling semantics uncertainty

Authors and affiliations

  • Jonathan¬†Lawry
    • 1
  1. 1.Dept. Engineering Mathematics, University WalkUniversity BristolBristolUK

Bibliographic information

  • DOI https://doi.org/10.1007/0-387-30262-X
  • Copyright Information Springer Science+Business Media, Inc. 2006
  • Publisher Name Springer, Boston, MA
  • eBook Packages Engineering
  • Print ISBN 978-0-387-29056-0
  • Online ISBN 978-0-387-30262-1
  • Series Print ISSN 1860-949X
  • About this book
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