Lecture Notes in Artificial Intelligence

Advances in Case-Based Reasoning

6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002 Proceedings

Editors: Craw, Susan, Preece, Alun (Eds.)

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About this book

The papers collected in this volume were presented at the 6th European C- ference on Case-Based Reasoning (ECCBR 2002) held at The Robert Gordon University in Aberdeen, UK. This conference followed a series of very succe- ful well-established biennial European workshops held in Trento, Italy (2000), Dublin, Ireland (1998), Lausanne, Switzerland (1996), and Paris, France (1994), after the initial workshop in Kaiserslautern, Germany (1993). These meetings have a history of attracting ?rst-class European and international researchers and practitioners in the years interleaving with the biennial international co- terpart ICCBR; the 4th ICCBR Conference was held in Vancouver, Canada in 2001. Proceedings of ECCBR and ICCBR conferences are traditionally published by Springer-Verlag in their LNAI series. Case-Based Reasoning (CBR) is an AI problem-solving approach where pr- lems are solved by retrieving and reusing solutions from similar, previously solved problems, and possibly revising the retrieved solution to re?ect di?erences - tween the new and retrieved problems. Case knowledge stores the previously solved problems and is the main knowledge source of a CBR system. A main focus of CBR research is the representation, acquisition and maintenance of case knowledge. Recently other knowledge sources have been recognized as important: indexing, similarity and adaptation knowledge. Signi?cant knowledge engine- ing e?ort may be needed for these, and so the representation, acquisition and maintenance of CBR knowledge more generally have become important.

Table of contents (47 chapters)

Table of contents (47 chapters)
  • Integrating Background Knowledge into Nearest-Neighbor Text Classification

    Pages 1-5

    Zelikovitz, Sarah (et al.)

  • Applying Knowledge Management: Techniques for Building Organisational Memories

    Pages 6-12

    Watson, Ian

  • On the Complexity of Plan Adaptation by Derivational Analogy in a Universal Classical Planning Framework

    Pages 13-27

    Au, Tsz-Chiu (et al.)

  • Inductive Learning for Case-Based Diagnosis with Multiple Faults

    Pages 28-42

    Baumeister, Joachim (et al.)

  • Diverse Product Recommendations Using an Expressive Language for Case Retrieval

    Pages 43-57

    Bridge, Derek (et al.)

Buy this book

eBook $129.00
price for USA in USD
  • ISBN 978-3-540-46119-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Case-Based Reasoning
Book Subtitle
6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002 Proceedings
Editors
  • Susan Craw
  • Alun Preece
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2416
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-46119-7
DOI
10.1007/3-540-46119-1
Softcover ISBN
978-3-540-44109-0
Edition Number
1
Number of Pages
XII, 656
Topics