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== Reference ==
Kat Agres, Stephen McGregor, Matthew Purver and Geraint Wiggins: [[Conceptualizing Creativity: From Distributional Semantics to Conceptual Spaces]]. In: [[Computational Creativity 2015 ICCC 2015]], 118-125.

== DOI ==

== Abstract ==
This paper puts forth a method for discovering
computationally-derived conceptual spaces that reflect
human conceptualization of musical and poetic creativity.
We describe a lexical space that is defined through
co-occurrence statistics, and compare the dimensions of
this space with human responses on a word association
task. Participants’ responses serve as external validation
of our computational findings, and frequent terms
are also used as input dimensions for creating mappings
from the linguistic to the conceptual domain. This novel
method finds low-dimensional subspaces that represent
particular conceptual regions within a vector space
model of distributional semantics. Word-vectors from
these discovered conceptual spaces are considered, and
argued to be useful for the evaluation of creativity and
creative artifacts within computational creativity.

== Extended Abstract ==

== Bibtex ==
@inproceedings{
author = {Agres, Kat and McGregor, Stephen and Purver, Matthew and Wiggins, Geraint A.},
title = {Conceptualizing Creativity: From Distributional Semantics to Conceptual Spaces},
booktitle = {Proceedings of the Sixth International Conference on Computational Creativity},
series = {ICCC2015},
year = {2015},
month = {Jun},
location = {Park City, Utah, USA},
pages = {118-125},
url = {http://computationalcreativity.net/iccc2015/proceedings/5_4Agres.pdf},
url = {http://de.evo-art.org/index.php?title=Conceptualizing_Creativity:_From_Distributional_Semantics_to_Conceptual_Spaces},
publisher = {International Association for Computational Creativity},
keywords = {computational, creativity},
}

== Used References ==
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and the nature of ad hoc concepts. International
Review of Pragmatics 4(2).

Barsalou, L. W. 1993. Flexibility, structure, and linguistic
vagary in concepts: Manifestations of compositional system
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Memory. Hove: Lawrence Erlbaum Associates. 29–101.

Clark, S. 2015. Vector space models of lexical meaning. In
Lappin, S., and Fox, C., eds., The Handbook of Contemporary
Semantic Theory. Wiley-Blackwell.

Fauconnier, G., and Turner, M. 2008. The way we think:
Conceptual blending and the mind’s hidden complexities.
Basic Books.

G¨ardenfors, P. 2000. Conceptual Space: The Geometry of
Thought. Cambridge, MA: The MIT Press.

Grice, H. P. 1969. Utterer’s meaning and intention. The
Philosophical Review 78(2):147–177.

Harris, Z. 1957. Co-occurrence and transformation in linguistic
structure. Language 33(3):283–340.

Heath, D.; Norton, D.; Ringger, E.; and Ventura, D. 2013.
Semantic models as a combination of free association
norms and corpus-based approaches. In IEEE International
Conference on Semantic Computing, 48–55.

Hesse, M. B. 1963. Models and Analogies in Science. New
York: Sheed and Ward.

Hill, F.; Korhonen, A.; and Bentz, C. 2014. A quantitative
empirical analysis of the abstract/concrete distinction.
Cognitive Science 38:162–177.

J¨ager, G. 2009. Natural color categories are convex sets. In
Logic, Language and Meaning - 17th Amsterdam Colloquium.

Koestler, A. 1964. The Act of Creation. : Hutchinson.

Landauer, T.; Laham, D.; Rehder, B.; and Schreiner, M. E.
1997. How well can passage meaning be derived without
using word order? a comparison of latent semantic
analysis and humans. In Proceedings of the 19th Annual
Conference of the Cognitive Science Society, 412–417.

Mikolov, T.; Chen, K.; Corrado, G.; and Dean, J. 2013. Efficient
estimation of word representations in vector space.
In Proceedings of ICLR Workshop.

Ontan´on, S.; Zhu, J.; and Plaza, E. 2012. Case-based story
generation through story amalgamation. In Proceedings
of the ICCBR 2012 Workshops, 223–232. Citeseer.

Pennington, J.; Socher, R.; and Manning, C. D. 2014. Glove:
Global vectors for word representation. In Conference on
Empirical Methods in Natural Language Processing.

Sch¨utze, H. 1992. Dimensions of meaning. In Proc.
ACM/IEEE Conference, 787–796.

Turney, P. D., and Patel, P. 2010. From frequency to meaning:
Vector space models of semantics. Journal of Artificial
Intelligence Research (37):141–188.

Veale, T. 2006. An analogy-oriented type hierarchy for linguistic
creativity. Knowledge-Based Systems.

Wittgenstein, L. 1953. Philosophical Investigations. Oxford:
Basil Blackwell. 3rd ed. Trans. G. E. M. Anscombe.

== Links ==
=== Full Text ===
http://computationalcreativity.net/iccc2015/proceedings/5_4Agres.pdf

[[intern file]]

=== Sonstige Links ===

@@ Zeile 34: / Zeile 34: @@
    location = {Park City, Utah, USA},
    pages = {118-125},
-   url = {http://computationalcreativity.net/iccc2015/proceedings/5_4Agres.pdf },
+   url = {http://computationalcreativity.net/iccc2015/proceedings/5_4Agres.pdf http://de.evo-art.org/index.php?title=Conceptualizing_Creativity:_From_Distributional_Semantics_to_Conceptual_Spaces },
    publisher = {International Association for Computational Creativity},
    keywords = {computational, creativity},

Conceptualizing Creativity: From Distributional Semantics to Conceptual Spaces - Versionsgeschichte

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Gubachelier: Die Seite wurde neu angelegt: „== Reference == Kat Agres, Stephen McGregor, Matthew Purver and Geraint Wiggins: Conceptualizing Creativity: From Distributional Semantics to Conceptual Spac…“