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Table of contents

  1. Front Matter
  2. Bisociation

    1. Michael R. Berthold
      Pages 1-10 Open Access
    2. Werner Dubitzky, Tobias Kötter, Oliver Schmidt, Michael R. Berthold
      Pages 11-32 Open Access
    3. Tobias Kötter, Michael R. Berthold
      Pages 33-50 Open Access
  3. Representation and Network Creation

    1. Christian Borgelt
      Pages 51-53 Open Access
    2. Marc Segond, Christian Borgelt
      Pages 54-65 Open Access
    3. Matjaž Juršič, Borut Sluban, Bojan Cestnik, Miha Grčar, Nada Lavrač
      Pages 66-90 Open Access
    4. Teemu Hynönen, Sébastien Mahler, Hannu Toivonen
      Pages 91-103 Open Access
    5. Marc Segond, Christian Borgelt
      Pages 104-121 Open Access
    6. Angelika Kimmig, Esther Galbrun, Hannu Toivonen, Luc De Raedt
      Pages 122-143 Open Access
  4. Network Analysis

    1. Hannu Toivonen
      Pages 144-146 Open Access
    2. Anton Dries, Siegfried Nijssen, Luc De Raedt
      Pages 147-165 Open Access
    3. Fang Zhou, Sébastien Mahler, Hannu Toivonen
      Pages 166-178 Open Access
    4. Fang Zhou, Sébastien Mahler, Hannu Toivonen
      Pages 179-198 Open Access
    5. Hannu Toivonen, Fang Zhou, Aleksi Hartikainen, Atte Hinkka
      Pages 199-217 Open Access
    6. Laura Langohr, Hannu Toivonen
      Pages 218-229 Open Access
    7. Tobias Kötter, Michael R. Berthold
      Pages 230-245 Open Access
    8. Kilian Thiel, Michael R. Berthold
      Pages 246-262 Open Access
    9. Uwe Nagel, Kilian Thiel, Tobias Kötter, Dawid Piątek, Michael R. Berthold
      Pages 263-284 Open Access
  5. Exploration

    1. Andreas Nürnberger
      Pages 285-286 Open Access
    2. Tatiana Gossen, Marcus Nitsche, Stefan Haun, Andreas Nürnberger
      Pages 287-300 Open Access
    3. Stefan Haun, Tatiana Gossen, Andreas Nürnberger, Tobias Kötter, Kilian Thiel, Michael R. Berthold
      Pages 301-312 Open Access
    4. Ingrid Petrič, Bojan Cestnik, Nada Lavrač, Tanja Urbančič
      Pages 313-324 Open Access
    5. Borut Sluban, Matjaž Juršič, Bojan Cestnik, Nada Lavrač
      Pages 325-337 Open Access
    6. Matjaž Juršič, Bojan Cestnik, Tanja Urbančič, Nada Lavrač
      Pages 338-358 Open Access
  6. Applications and Evaluation

    1. Igor Mozetič, Nada Lavrač
      Pages 359-363 Open Access
    2. Lauri Eronen, Petteri Hintsanen, Hannu Toivonen
      Pages 364-378 Open Access
    3. Igor Mozetič, Nada Lavrač, Vid Podpečan, Petra Kralj Novak, Helena Motaln, Marko Petek et al.
      Pages 379-389 Open Access
    4. Laura Langohr, Vid Podpečan, Marko Petek, Igor Mozetič, Kristina Gruden
      Pages 390-406 Open Access
    5. Angelika Kimmig, Fabrizio Costa
      Pages 407-426 Open Access
    6. Dragana Miljkovic, Vid Podpečan, Miha Grčar, Kristina Gruden, Tjaša Stare, Marko Petek et al.
      Pages 427-437 Open Access
    7. Oliver Schmidt, Janez Kranjc, Igor Mozetič, Paul Thompson, Werner Dubitzky
      Pages 438-451 Open Access
    8. Trevor Martin, Hongmei He
      Pages 452-471 Open Access
    9. Sebastian Stober, Stefan Haun, Andreas Nürnberger
      Pages 472-483 Open Access
  7. Back Matter

About this book

Introduction

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 originates from one domain.

 

The focus of this book, and the BISON project from which the contributions originate, 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 seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before.

 

The 32 contributions presented in this state-of-the-art survey, 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.

 

Keywords

adaptive similarity bridging concept identification ensemble heuristics recommendation usability evaluation

Editors and affiliations

  • Michael R. Berthold
    • 1
  1. 1.Department of Computer and Information ScienceUniversity of KonstanzKonstanzGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-31830-6
  • Copyright Information The Editor(s) (if applicable) and the Author(s) 2012. The book is published with open access at Springer-Link.com 2012
  • License CC BY NC
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-31829-0
  • Online ISBN 978-3-642-31830-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site