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== Reference ==
Debarun Bhattacharjya: [[Preference Models for Creative Artifacts and Systems]]. In: [[Computational Creativity 2016 ICCC 2016]], 52-59

== DOI ==

== Abstract ==
Although there is vigorous debate around definitions of
creativity, there is general consensus that creativity i)
has multiple facets, and ii) inherently involves a subjective
value judgment by an evaluator. In this paper,
we present evaluation of creative artifacts and computational
creativity systems through a multiattribute preference
modeling lens. Specifically, we introduce the use
of multiattribute value functions for creativity evaluation
and argue that there are significant benefits to explicitly
representing creativity judgments as subjective
preferences using formal mathematical models. Various
implications are illustrated with the help of examples
from and inspired by the creativity literature.

== Extended Abstract ==

== Bibtex ==
@inproceedings{
author = {Debarun Bhattacharjya},
title = {Preference Models for Creative Artifacts and Systems},
booktitle = {Proceedings of the Seventh International Conference on Computational Creativity},
series = {ICCC2016},
year = {2016},
month = {Jun-July},
location = {Paris, France},
pages = {52-59},
url = {http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Preference-Models-for-Creative-Artifacts-and-Systems.pdf http://de.evo-art.org/index.php?title=Preference_Models_for_Creative_Artifacts_and_Systems },
publisher = {Sony CSL Paris},
}

== Used References ==
Abbas, A. E. 2009. Multiattribute utility copulas. Operations
Research 57(6):1367–1383.

Amabile, T. M. 1982. Social psychology of creativity: A
consensual assessment technique. Journal of Personality
and Social Psychology 43:997–1013.

Belton, V., and Stewart, T. 2002. Multiple Criteria Decision
Analysis: An Integrated Approach. Springer.

Boden, M. 1990. The Creative Mind: Myths and Mechanisms.
London, UK: Weidenfield and Nicolson Ltd.

Boden, M. 1998. Creativity and artificial intelligence. Artificial
Intelligence 103:347–356.

Buchanan, B. 2001. Creativity at the metalevel. AI Magazine
22(3):13–28.

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

Cattell, J.; Glascock, J.; and Washburn, M. F. 1918. Experiments
on a possible test of aesthetic judgment of pictures.
American Journal of Psychology 29:333–336.

Colton, S., andWiggins, G. A. 2012. Computational creativity:
The final frontier. In Proceedings of the 20th European
Conference on Artificial Intelligence (ECAI), 21–26.

Colton, S.; Charnly, J.; and Pease, A. 2011. Computational
creativity theory: The FACE and IDEA descriptive models.
In Proceedings of the 2nd International Conference on Computational
Creativity (ICCC), 90–95.

Colton, S. 2008. Creativity versus the perception of creativity
in computational systems. In Proceedings of AAAI
Symposium on Creative Systems, 14–20.

Dyer, J. S., and Sarin, R. K. 1979. Measurable multiattribute
value functions. Operations Research 27(4):810–822.

F¨urnkranz, J., and H¨ullermeier, E. 2010. Preference Learning.
Berlin Heidelberg: Springer-Verlag.

Jordanous, A. 2012. A standardised procedure for evaluating
creative systems: Computational creativity evaluation
based on what it is to be creative. Cognitive Computing
4:246–279.

Jordanous, A. 2013. Evaluating computational creativity: A
standardised procedure for evaluating creative systems and
its application. Ph.D. Dissertation, University of Sussex.

Keeney, R. L., and Raiffa, H. 1976. Decisions with Multiple
Objectives: Preferences and Value Tradeoffs. J. Wiley, New
York.

Mayer, R. E. 1999. Fifty years of creativity research. In
Sternberg, R. J., ed., Handbook of Creativity. Cambridge,
UK: Cambridge University Press. 449–460.

Newell, A.; Shaw, J. C.; and Simon, H. 1958. The processes
of creative thinking. Technical Report Report P-1320, The
RAND Corp., Santa Monica, California.

Pease, A., and Colton, S. 2011. On impact and evaluation in
computational creativity: A discussion of the Turing test and
an alternative proposal. In Proceedings of the AISB Convention,
1–8.

Pease, A.; Winterstein, D.; and Colton, S. 2001. Evaluating
machine creativity. In Proceedings of Workshop Program
of ICCBR-Creative Systems: Approaches to Creativity in AI
and Cognitive Science, 129–137.

Rhodes, M. 1961. An analysis of creativity. Phi Delta
Kappan 42(7):305–310.

Ritchie, G. 2001. Assessing creativity. In Proceedings of the
AISB Symposium on Artificial Intelligence and Creativity in
Arts and Science, 3–11.

Ritchie, G. 2007. Some empirical criteria for attributing creativity
to a computer program. Minds and Machines 17:67–
99.

Sawyer, R. K. 2012. Explaining Creativity: The Science of
Human Innovation. USA: Oxford University Press.

Sklar, A. 1959. Fonctions de r´epartition `a n dimensions
et leurs marges. Publications de l’Institut de Statistique de
l’Universit´e de Paris 8:229–231.

Sternberg, R. J., and Lubart, T. I. 1991. An investment theory
of creativity and its development. Human Development
34(1):1–31.

Sternberg, R. J., and The Rainbow Project Collaborators.
2006. The Rainbow Project: Enhancing the SAT through
assessments of analytical, practical, and creative skills. Intelligence
34:321–350.

Stewart, T. J. 1996. Robustness of additive value function
methods in MCDM. Journal of Multi-Criteria Decision
Analysis 5(4):301–309.

Taylor, C. W. 1988. Approaches to and definitions of creativity.
In Sternberg, R. J., ed., The Nature of Creativity:
Contemporary Psychological Perspectives. Cambridge, UK:
Cambridge University Press. 99–121.

Varshney, L. R.; Pinel, F.; Varshney, K. R.; Schorgendorfer,
A.; and Chee, Y.-M. 2013. Cognition as a part of computational
creativity. In Proceedings of the 12th IEEE International
Conference on Cognitive Informatics and Cognitive
Computing (ICCI*CC), 36–43.

Ventura, D. 2008. A reductio ad absurdum experiment in
sufficiency for evaluating (computational) creative systems.
In Proceedings of the 5th International Joint Workshop on
Computational Creativity, 11–19.

vonWinterfeldt, D., and Edwards,W. 1986. Decision Analysis
and Behavorial Research. Cambridge, U.K.: Cambridge
University Press.

Wallenius, J.; Dyer, J. S.; Fishburn, P. C.; Steuer, R. E.;
Zionts, S.; and Deb, K. 2008. Multiple criteria decision
making, multiattribute utility theory: Recent accomplishments
and what lies ahead. Management Science
54(7):1336—1349.

Wiggins, G. A. 2006. Searching for computational creativity.
New Generation Computing 24(3):209—222.

== Links ==
=== Full Text ===
http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Preference-Models-for-Creative-Artifacts-and-Systems.pdf

[[intern file]]

=== Sonstige Links ===

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