Skip to main content

Introduction

  • Chapter
Case-Based Reasoning

Abstract

This chapter introduces this book on case-based reasoning (CBR); it is hence recommended to all readers. No previous knowledge about CBR is needed; only an interest in learning about it. It e positions case-based reasoning (CBR) in its scientific, educational, and applied contexts; it is therefore crucial for anyone interested in learning or teaching CBR. It provides a very intuitive notion of the CBR reasoning paradigm that can be understood by readers with any previous background. The chapter presents some main historical facts, including books, events, and applications delineating the trajectory of CBR as a field of study. This chapter introduces the book by explaining who its intended readers are. For different categories of readers, it provides a diagram with different paths of chapters that will better serve those different audiences. The two last parts describe the book’s contents and the structure adopted in all chapters. The contents are presented via a description about each of the parts and a brief summary of each chapter. The description of the structure explains the role of the sections of the book such as Tools and Background Information.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 54.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Common law is the system widely used in English-speaking countries such as England and the US that is mostly based on precedents.

References

  • Aamodt A, Plaza E (1994) Case-based reasoning: foundational issues, methodological variations, and system approaches. AI Commun 7(1):39–59

    Google Scholar 

  • Aha DW, Marling C (eds) (2005) Special issue on case-based reasoning commentaries. Knowl Eng Rev 20(3):201–328

    Google Scholar 

  • Bareiss R (ed) (1991) Proceedings of a workshop on case-based reasoning, Washington, DC, 1991. Morgan Kaufmann, San Mateo

    Google Scholar 

  • Bartlett FC (1932) Remembering: a study in experimental and social psychology. Cambridge University Press, UK

    Google Scholar 

  • Bergmann R (2001) Highlights of the European INRECA projects. In: Aha DW, Watson ID (eds) ICCBR 2001: case-based reasoning research and development. 4th international conference on case-based reasoning, Vancouver, BC, Canada, July/August 2001. Lecture notes in computer science (lecture notes in artificial intelligence), vol 2080. Springer, Berlin, p 1

    Chapter  Google Scholar 

  • Bergmann R (2002) Experience management: foundations, development methodology, and internet-based applications. Springer, New York

    Book  Google Scholar 

  • Greene F, Smyth B, Cunningham P (2008) An analysis of research themes in the CBR conference literature. In: Althoff K-D et al. (eds) ECCBR 2008: advances in case-based reasoning. 9th European conference, Trier, Germany, September 2008. Lecture notes in computer science (lecture notes in artificial intelligence), vol 5239. Springer, Berlin, p 18

    Chapter  Google Scholar 

  • Hammond K (ed) (1989) Proceedings of a workshop on case-based reasoning, Pensacola Beach, FL, 1989. Morgan Kaufmann, San Mateo

    Google Scholar 

  • Kolodner JL (ed) (1988) Proceedings of a workshop on case-based reasoning, Clearwater Beach, FL, 1988. Morgan Kaufmann, San Mateo

    Google Scholar 

  • Kolodner JL (1993) Case-based reasoning. Morgan Kaufmann, San Mateo

    Google Scholar 

  • Richter MM (1995) The knowledge contained in similarity measures. In: Keynote at ICCBR-95: 1st international conference on case-based reasoning, Sesimbra, Portugal, October 1995

    Google Scholar 

  • Riesbeck CK, Schank RC (1989) Inside case-based reasoning. Erlbaum, Hillsdale

    Google Scholar 

  • Schank RC (1982) Dynamic memory: a theory of reminding and learning in computers and people. Cambridge University Press, New York

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Richter, M.M., Weber, R.O. (2013). Introduction. In: Case-Based Reasoning. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40167-1_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-40167-1_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40166-4

  • Online ISBN: 978-3-642-40167-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics