Skip to main content

Understanding creativity: A case-based approach

  • Invited Papers
  • Conference paper
  • First Online:
Topics in Case-Based Reasoning (EWCBR 1993)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 837))

Included in the following conference series:

Abstract

Dissatisfaction with existing standard case-based reasoning (CBR) systems has prompted us to investigate how we can make these systems more creative and, more broadly, what would it mean for them to be more creative. This paper discusses three research goals: understanding creative processes better, investigating the role of cases and CBR in creative problem solving, and understanding the framework that supports this more interesting kind of case-based reasoning. In addition, it discusses methodological issues in the study of creativity and, in particular, the use of CBR as a research paradigm for exploring creativity.

This research was funded in part by NSF Grant No. IRI-8921256 and in part by ONR Grant No. N00014-92-J-1234.

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Boden, M. 1992. The Creative Mind: Myths and Mechanisms. New York, NY: Basic Books.

    Google Scholar 

  2. Kolodner, J.L. 1993. Case-Based Reasoning. Morgan-Kaufman Publishers, Inc., San Mateo, CA.

    Google Scholar 

  3. Kolodner, J.L. and Penberthy, T.L. 1990, A Case-Based Approach to Creativity in Problem Solving. Proceedings of the Twelfth Annual Conference of the Cognitive Science Society, Cambridge, MA. August.

    Google Scholar 

  4. Kolodner, J.L. and Wills, L.M. 1993a. Case-Based Creative Design, AAAI Spring Symposium on AI and Creativity. Stanford, CA. Reprinted in AISB Quarterly, Autumn, 1993, No. 85. pp. 50–57.

    Google Scholar 

  5. Kolodner, J.L. and Wills, L.M. 1993b. Paying Attention to the Right Thing: Issues of Focus in Case-Based Creative Design. AAAI Case-Based Reasoning Workshop. Washington, D.C., pp. 19–25.

    Google Scholar 

  6. Navinchandra, D. 1991. Exploration and Innovation in Design: Towards a Computational Model. New York: Springer-Verlag.

    Google Scholar 

  7. Prabhakar, S. and Goel, A. 1992. Performance-Driven Creativity in Design: Constraint Discovery, Model Revision, and Case Composition. In Proceedings of the Second International Conference on Computational Models of Creative Design. Heron Island, Australia.

    Google Scholar 

  8. Shinn, H. 1988. The role of mapping in analogical transfer. In Proceedings of the Tenth Annual Conference of the Cognitive Science Society. Northvale, NJ: Erlbaum.

    Google Scholar 

  9. Wills, L.M. and Kolodner, J.L. 1994a. Towards More Creative Case-Based Design Systems, to appear in the Twelfth National Conference on Artificial Intelligence (AAAI-94). Seattle, WA.

    Google Scholar 

  10. Wills, L.M. and Kolodner, J.L. 1994b. Explaining Serendipitous Recognition in Design, to appear in The Sixteenth Annual Conference of the Cognitive Science Society. Atlanta, GA.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Stefan Wess Klaus-Dieter Althoff Michael M. Richter

Rights and permissions

Reprints and permissions

Copyright information

© 1994 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Kolodner, J.L. (1994). Understanding creativity: A case-based approach. In: Wess, S., Althoff, KD., Richter, M.M. (eds) Topics in Case-Based Reasoning. EWCBR 1993. Lecture Notes in Computer Science, vol 837. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-58330-0_73

Download citation

  • DOI: https://doi.org/10.1007/3-540-58330-0_73

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58330-1

  • Online ISBN: 978-3-540-48655-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics