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Experiments on a Memory Structure Supporting Creative Design

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Book cover Advances in Artificial Intelligence (SBIA 1998)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1515))

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Abstract

Creative Design is an activity that involves complex cognitive tasks like analogy and concept composition. This makes the memory structure an important aspect of a Case-Based Reasoning Creative Design System. The indexing structure must support case retrieval based on abstract features and partial case retrieval. This allows the system to perform two important case adaptations: analogy and case composition. In this paper we present an index structure suitable for case retrieval for three adaptation strategies: mutation, composition and thematic abstraction. This memory structure also aids the designer to define and elaborate the design problem. We present the experimental results obtained with CREATOR a case-based design system that uses the memory structure presented in this paper.

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References

  1. Bhatta, S., Goel. A.: Model-Based Learning of Structural Indices to Design Cases. In: Proceedings of IJCAI 1993, Workshop on Reuse of Designs: An Interdisciplinary Cognitive Approach (1993)

    Google Scholar 

  2. Bhatta, S., Goel, A.: An Analogical Theory of Creativity in Design. In: Leake, D.B., Plaza, E. (eds.) ICCBR 1997. LNCS, vol. 1266. Springer, Heidelberg (1997)

    Chapter  Google Scholar 

  3. Boden, M.: What is Creativity? In: Boden, M. (ed.) Dimensions of Creativity. The MIT Press, Cambridge (1994)

    Google Scholar 

  4. Bylander, T., Chandrasekaran, B.: Understanding Behavior Using Consolidation. In: Proceedings of the Ninth International Joint Conference on Artificial Intelligence (1985)

    Google Scholar 

  5. Gero, J.: Computational Models of Creative Design Processes. In: Dartnall, T. (ed.) Artificial Intelligence and Creativity. Kluwer Academic Publishers, Dordrecht (1994)

    Google Scholar 

  6. Gero, J., Maher, M.: Modelling Creativity and Knowledge-Based Creative Design. Lawrence Erlbaum Associates, Sydney (1993)

    Google Scholar 

  7. Goel, A.: Representation of Design Functions in Experience-Based Design. In: Brown, D., Waldron, M., Yosnikawa, H. (eds.) Intelligent Computer Aided Design. Elsevier Science Publishers, Amsterdam (1992)

    Google Scholar 

  8. Gomes, P., Bento, C.: A Case-Based Approach for Elaboration of Design Requirements. In: Proceedings of the International Conference on Case-Based Reasoning (ICCBR 1997), Providence - Rhode Island, EUA (1997)

    Google Scholar 

  9. Gomes, P., Bento, C.: A Retrieval Method for Exploration of a Case Memory. In: Costa, E. (ed.) EPIA 1997. LNCS, vol. 1323. Springer, Heidelberg (1997)

    Chapter  Google Scholar 

  10. Gomes, P., Bento, C., Gago, P., Costa, E.: Towards a Case-Based Model for Creative Processes. In: Proceedings of the 12th European Conference on Artificial Intelligence ECAI 1996. John Willey & Sons (1996)

    Google Scholar 

  11. Reich, Y.: Knowledge Acquisition: Task Analysis and a Partial Implementation. Knowledge Acquisition: An International Journal of Knowledge Acquisition for Knowledge-Based System 3(3), 234–254 (1991)

    Google Scholar 

  12. Simina, M., Kolodner, J.: Creative Design: Reasoning and Understanding. In: Leake, D.B., Plaza, E. (eds.) ICCBR 1997. LNCS, vol. 1266. Springer, Heidelberg (1997)

    Chapter  Google Scholar 

  13. Sycara, K., Navinchandra, D.: Case Representation and Indexing for Innovative Design Reuse. In: Proceedings of the Workshop of the 13th International Joint Conference on Artificial Intelligence, France (1993)

    Google Scholar 

  14. Tong, C., Sriram, D. (eds.): Artificial Intelligence in Engineering Design, vol. I. Academic Press, London (1992)

    Google Scholar 

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© 1998 Springer-Verlag Berlin Heidelberg

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Gomes, P., Bento, C. (1998). Experiments on a Memory Structure Supporting Creative Design. In: de Oliveira, F.M. (eds) Advances in Artificial Intelligence. SBIA 1998. Lecture Notes in Computer Science(), vol 1515. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10692710_20

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  • DOI: https://doi.org/10.1007/10692710_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-65190-1

  • Online ISBN: 978-3-540-49523-9

  • eBook Packages: Springer Book Archive

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