Gubachelier am 12. November 2015 um 21:53 Uhr

2015-11-12T21:53:03Z

Gbachelier: Die Seite wurde neu angelegt: „ == Reference == Derrall Heath, David Norton and Dan Ventura: Autonomously Communicating Conceptual Knowledge Through Visual Art. In: Computational Crea…“

2015-01-28T15:46:10Z

Die Seite wurde neu angelegt: „ == Reference == Derrall Heath, David Norton and Dan Ventura: Autonomously Communicating Conceptual Knowledge Through Visual Art. In: Computational Crea…“

Neue Seite

== Reference ==
Derrall Heath, David Norton and Dan Ventura: [[Autonomously Communicating Conceptual Knowledge Through Visual Art]]. In: [[Computational Creativity 2013 ICCC 2013]].

== DOI ==

== Abstract ==
In visual art, the communication of meaning or intent is
an important part of eliciting an aesthetic experience in the
viewer. Building on previous work, we present three ad-
ditions to DARCI that enhances its ability to communicate
concepts through the images it creates. The first addition is
a model of semantic memory based on word associations for
providing meaning to concepts. The second addition com-
poses universal icons into a single image and renders the im-
age to match an associated adjective. The third addition is a
similarity metric that maintains recognizability while allow-
ing for the introduction of artistic elements. We use an online
survey to show that the system is successful at creating im-
ages that communicate concepts to human viewers.

== Extended Abstract ==

== Bibtex ==

== Used References ==
Bay, H.; Ess, A.; Tuytelaars, T.; and Gool, L. V. 2008.
Speeded-up robust features (SURF). Computer Vision and
Image Understanding 110:346–359.

Burgess, C. 1998. From simple associations to the building
blocks of language: Modeling meaning in memory with the
HAL model. Behavior Research Methods, Instruments, &
Computers 30:188–198.

Colton, S. 2011. The Painting Fool: Stories from building
an automated painter. In McCormack, J., and d’Inverno, M.,
eds., Computers and Creativity. Springer-Verlag.

Cs ́ıkzentmih ́alyi, M., and Robinson, R. E. 1990. The Art of
Seeing. The J. Paul Getty Trust Office of Publications.

Csurka, G.; Dance, C. R.; Fan, L.; Willamowski, J.; and
Bray, C. 2004. Visual categorization with bags of keypoints.
In Proceedings of the Workshop on Statistical Learning in
Computer Vision, 1–22.

De Deyne, S., and Storms, G. 2008. Word associations:
Norms for 1,424 Dutch words in a continuous task. Behavior
Research Methods 40(1):198–205.

Deerwester, S.; Dumais, S. T.; Furnas, G. W.; Landauer,
T. K.; and Harshman, R. 1990. Indexing by latent semantic
analysis. Journal of the American Society for Information
Science 41(6):391–407.

Denoyer, L., and Gallinari, P. 2006. The Wikipedia XML
corpus. In INEX Workshop Pre-Proceedings, 367–372.

Elkan, C. 2003. Using the triangle inequality to acceler-
ate k-means. In Proceedings of the Twentieth International
Conference on Machine Learning, 147–153.

Erk, K. 2010. What is word meaning, really?: (and how can
distributional models help us describe it?). In Proceedings
of the 2010 Workshop on GEometrical Models of Natural
Language Semantics, 17–26. Stroudsburg, PA, USA: Asso-
ciation for Computational Linguistics.

Fellbaum, C., ed. 1998. WordNet: An Electronic Lexical
Database. The MIT Press.

Heath, D.; Norton, D.; and Ventura, D. 2013. Conveying
semantics through visual metaphor. ACM Transactions of
Intelligent Systems and Technology, to appear.

Kiss, G. R.; Armstrong, C.; Milroy, R.; and Piper, J. 1973.
An associative thesaurus of English and its computer analy-
sis. In Aitkin, A. J.; Bailey, R. W.; and Hamilton-Smith, N.,
eds., The Computer and Literary Studies. Edinburgh, UK:
University Press.

Krzeczkowska, A.; El-Hage, J.; Colton, S.; and Clark, S.
2010. Automated collage generation — with intent. In Pro-
ceedings of the 1st International Conference on Computa-
tional Creativity, 36–40.

Likert, R. 1932. A technique for the measurement of atti-
tudes. Archives of Psychology 22(140):1–55.

Lund, K., and Burgess, C. 1996. Producing high-
dimensional semantic spaces from lexical co-occurrence.
Behavior Research Methods, Instruments, & Computers
28:203–208.

McCorduck, P. 1991. AARON’s Code: Meta-Art, Artificial
Intelligence, and the Work of Harold Cohen. W. H. Freeman
& Co.

Nelson, D. L.; McEvoy, C. L.; and Schreiber, T. A. 1998.
The University of South Florida word association, rhyme, and word fragment norms. http://www.usf.edu/FreeAssociation/.

Norton, D.; Heath, D.; and Ventura, D. 2010. Establishing
appreciation in a creative system. In Proceedings of the 1st
International Conference on Computational Creativity, 26–
35.

Norton, D.; Heath, D.; and Ventura, D. 2011. Autonomously
creating quality images. In Proceedings of the 2nd Interna-
tional Conference on Computational Creativity, 10–15.

Norton, D.; Heath, D.; and Ventura, D. 2013. Finding cre-
ativity in an artificial artist. Journal of Creative Behavior, to
appear.

Sivic, J.; Russell, B. C.; Efros, A. A.; Zisserman, A.; and
Freeman, W. T. 2005. Discovering objects and their location
in images. International Journal of Computer Vision 1:370–
377.

Sun, R. 2008. The Cambridge Handbook of Computational
Psychology. New York, NY, USA: Cambridge University
Press, 1st edition.

Thomas, S.; Boatman, E.; Polyakov, S.; Mumenthaler,
J.; and Wolff, C. 2013. The noun project. http://thenounproject.com.

Turney, P. D., and Pantel, P. 2010. From frequency to mean-
ing: Vector space models of semantics. Journal of Artificial
Intelligence Research 37:141–188.

Wandmacher, T.; Ovchinnikova, E.; and Alexandrov, T.
2008. Does latent semantic analysis reflect human associ-
ations? In Proceedings of the ESSLLI Workshop on Distri-
butional Lexical Semantics, 63–70.

== Links ==
=== Full Text ===
http://www.computationalcreativity.net/iccc2013/download/iccc2013-heath-norton-ventura.pdf

[[intern file]]

=== Sonstige Links ===

@@ Zeile 2: / Zeile 2: @@
 == Reference ==
-Derrall Heath, David Norton and Dan Ventura: [[Autonomously Communicating Conceptual Knowledge Through Visual Art]]. In: [[Computational Creativity 2013 ICCC 2013]].
+Derrall Heath, David Norton and Dan Ventura: [[Autonomously Communicating Conceptual Knowledge Through Visual Art]]. In: [[Computational Creativity 2013 ICCC 2013]], 97-104.
 == DOI ==
@@ Zeile 24: / Zeile 24: @@
 == Bibtex ==
 == Used References ==

Autonomously Communicating Conceptual Knowledge Through Visual Art - Versionsgeschichte

Gubachelier am 12. November 2015 um 21:53 Uhr

Gbachelier: Die Seite wurde neu angelegt: „ == Reference == Derrall Heath, David Norton and Dan Ventura: Autonomously Communicating Conceptual Knowledge Through Visual Art. In: Computational Crea…“