Computational Creativity Theory: Inspirations behind the FACE and the IDEA models

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Reference

Alison Pease and Simon Colton: Computational Creativity Theory: Inspirations behind the FACE and the IDEA models. In: Computational Creativity 2011 ICCC 2011, pp. 72-77.

DOI

Abstract

We introduce two descriptive models for evaluating cre- ative software; the FACE model, which describes cre- ative acts performed by software in terms of tuples of generative acts, and the IDEA model, which describes how such creative acts can have an impact upon an au- dience. We show how these models have been inspired both by ideas in the psychology of creativity and by an analysis of acts of human creativity.

Extended Abstract

Bibtex

@inproceedings{
author = {Alison Pease and Simon Colton},
title = {Computational Creativity Theory: Inspirations behind the FACE and the IDEA models},
editor = {Dan Ventura, Pablo Gervás, D. Fox Harrell, Mary Lou Maher, Alison Pease and Geraint Wiggins},
booktitle = {Proceedings of the Second International Conference on Computational Creativity},
series = {ICCC2011},
year = {2011},
month = {April},
location = {México City, México},
pages = {72-77},
url = {http://iccc11.cua.uam.mx/proceedings/the_cybernetic/pease_iccc11.pdf, http://de.evo-art.org/index.php?title=Computational_Creativity_Theory:_Inspirations_behind_the_FACE_and_the_IDEA_models },
publisher = {International Association for Computational Creativity},
keywords = {computational, creativity},
}

Used References

[1] J. Baer. The case for domain specificity of creativity. Cre- ativity Research Journal, 11(2):173–177, 1998.

[2] M.A. Boden. The Creative Mind: Myths and Mechanisms. Weidenfield and Nicholson, London, 1990.

[3] A. Cardoso, T. Veale, and G. A. Wiggins. Converging on the divergent: The history (and future) of the international joint workshops in computational creativity. AI Magazine, 30(3):15–22, 2009.

4] S. Colton, A. Pease, and J. Charnley. Computational creativ- ity theory: The FACE and IDEA descriptive models. In 2nd International Conference on Computational Creativity, 2011.

[5] M. Csikszentmihalyi. Society, culture, person: A systems view of creativity. In R. J. Sternburg, editor, The Nature of Creativity, pages 325–339. CUP, Cambridge, 1988.

[6] K. Duncker. On problem solving. Psychological Mono- graphs, 5(58), 1945.

[7] R. Finke, T. Ward, and S. Smith. Creative cognition: Theory, research and applications. MIT press, Cambridge, 1992. [8] H. Gardner. Creating Minds: An Anatomy of Creativity. Basic Books, 1993.

[9] D. Hofstadter and the Fluid Analogies Research Group. Fluid Concepts and Creative Analogies: Computer Models of the Fundamental Mechanisms of Thought. Basic Books, NY, USA, 1995.

[10] K. J. Holyoak and P. Thagard. Mental Leaps: Analogy in creative thought. MIT Press, MA., 1996.

[11] P. N. Johnson-Laird. Freedom and constraint in creativity. In R. J. Sternburg, editor, The Nature of Creativity, pages 202– 219. CUP, Cambridge, 1988.

[12] J. C. Kaufman and R. J. Sternberg. The International Hand- book of Creativity. Cambridge University Press, Cambridge, New York, USA, 2006.

[13] A. Koestler. The Act of Creation. Picador, London, 1975.

[14] S. Kreitler and H. Kreitler. Psychology of the arts. Duke University Press, Durham, NC., 1972.

[15] M. Maher, K. Merrick, and O. Macindoe. Can designs them- selves be creative? In Computational and Cognitive Models of Creative Design VI, 2005.

[16] C. J. Maker. Teaching models in gifted education. Rockville, MD, Aspen, 1982.

[17] G. McGraw and D. Hofstadter. Perception and creation of diverse alphabetic styles. AISBQ, (85):42–49, 1993.

[18] S. J. Parnes. Nurturing creative behavior. Scribner, New York, 1967.

[19] G. Polya. Mathematics and plausible reasoning, volume 1, Induction and analogy in mathematics. Princeton University Press, 1954.

[20] C. E. Sandifer. The early mathematics of Leonhard Euler. The Mathematical Association of America, 2007.

[21] R. Saunders and J. S. Gero. The digital clockwork muse: A computational model of aesthetic evolution. In G. Wiggins, editor, Proceedings of the AISB’01 Symposium on Artificial Intelligence and Creativity in Arts and Science, 2001.

[22] D. K. Simonton. Creativity around the world in 80 ways...but with one destination. In [12], pages 490–496.

[23] Sternberg and Lubart. The concept of creativity: prospects and paradigms. In [12], pages 1–9.

[24] B. Uzzi and J. Spiro. Collaboration and creativity: The small world problem. American Journal of Sociology, 111(2):447–504, 2005.

[25] W. Vialle and I. Verenikina. Handbook on Child Develop- ment. Social Science Press, Tuggerah, NSW, 2002.

[26] G. Wallas. The Art of Thought. Harcourt Brace, NY, USA, 1926.

[27] R. W. Weisberg. Problem solving and creativity. In R. J. Sternburg, editor, The Nature of Creativity, pages 148–176. CUP, Cambridge, 1988.


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