Lecture Notes in Artificial Intelligence
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Bisociative Knowledge Discovery

An Introduction to Concept, Algorithms, Tools, and Applications

Editors: Berthold, Michael R. (Ed.)

  • Presents the highlights of the BISON project
  • Serves as a great basis for future work in data mining
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eBook  
  • ISBN 978-3-642-31830-6
  • This book is an open access book, you can download it for free on link.springer.com
Softcover $59.99
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  • ISBN 978-3-642-31829-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied to originates from one domain. The focus of this book, and the BISON project from which the contributions are originating, is a network based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of finding well defined global or local patterns they wanted to find domain bridging associations which are, by definition, not well defined since they will be especially interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art volume together with a detailed introduction to the book are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.

Table of contents (33 chapters)

  • Towards Bisociative Knowledge Discovery

    Berthold, Michael R.

    Pages 1-10

  • Towards Creative Information Exploration Based on Koestler’s Concept of Bisociation

    Dubitzky, Werner (et al.)

    Pages 11-32

  • From Information Networks to Bisociative Information Networks

    Kötter, Tobias (et al.)

    Pages 33-50

  • Network Creation: Overview

    Borgelt, Christian

    Pages 51-53

  • Selecting the Links in BisoNets Generated from Document Collections

    Segond, Marc (et al.)

    Pages 54-65

Buy this book

eBook  
  • ISBN 978-3-642-31830-6
  • This book is an open access book, you can download it for free on link.springer.com
Softcover $59.99
price for USA
  • ISBN 978-3-642-31829-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Bisociative Knowledge Discovery
Book Subtitle
An Introduction to Concept, Algorithms, Tools, and Applications
Editors
  • Michael R. Berthold
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7250
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
The Editor(s) (if applicable) and the Author(s) 2012. The book is published with open access at Springer-Link.com
eBook ISBN
978-3-642-31830-6
DOI
10.1007/978-3-642-31830-6
Softcover ISBN
978-3-642-31829-0
Edition Number
1
Number of Pages
X, 486
Number of Illustrations and Tables
146 b/w illustrations
Topics