Constructing Conceptual Spaces for Novel Associations: Unterschied zwischen den Versionen
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== Bibtex == | == Bibtex == | ||
+ | @inproceedings{ | ||
+ | author = {Kazjon Grace, Rob Saunders, John Gero}, | ||
+ | title = {Constructing Conceptual Spaces for Novel Associations}, | ||
+ | editor = {Dan Ventura, Alison Pease, Rafael P ́erez y P ́erez, Graeme Ritchie and Tony Veale}, | ||
+ | booktitle = {Proceedings of the First International Conference on Computational Creativity}, | ||
+ | series = {ICCC2010}, | ||
+ | year = {2010}, | ||
+ | month = {January}, | ||
+ | location = {Lisbon, Portugal}, | ||
+ | pages = {120-129}, | ||
+ | url = {http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf, http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf }, | ||
+ | publisher = {International Association for Computational Creativity}, | ||
+ | keywords = {computational, creativity}, | ||
+ | } | ||
== Used References == | == Used References == | ||
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== Links == | == Links == | ||
=== Full Text === | === Full Text === | ||
− | http:// | + | http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf |
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=== Sonstige Links === | === Sonstige Links === |
Aktuelle Version vom 14. November 2015, 13:30 Uhr
Inhaltsverzeichnis
Reference
Kazjon Grace, Rob Saunders, John Gero: Constructing Conceptual Spaces for Novel Associations. In: Computational Creativity 2010 ICCC 2010. 120-129.
DOI
Abstract
This paper reports on a system for computational analogy- making based on conceptual spaces. The system constructs conceptual spaces that express the relationships between concepts and uses them to build new associations. A case for this conceptual-space driven model of association making is made, and its advantages and disadvantages are discussed. A prototype space-construction system is detailed and one method by which such a system could be used to make associations is proposed. The system forms concepts that are useful to describe a set of objects, then learns how those concepts relate to each other. These relationships can then be used to construct analogies.
Extended Abstract
Bibtex
@inproceedings{ author = {Kazjon Grace, Rob Saunders, John Gero}, title = {Constructing Conceptual Spaces for Novel Associations}, editor = {Dan Ventura, Alison Pease, Rafael P ́erez y P ́erez, Graeme Ritchie and Tony Veale}, booktitle = {Proceedings of the First International Conference on Computational Creativity}, series = {ICCC2010}, year = {2010}, month = {January}, location = {Lisbon, Portugal}, pages = {120-129}, url = {http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf, http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf }, publisher = {International Association for Computational Creativity}, keywords = {computational, creativity}, }
Used References
1. French, R.: The computational modelling of analogy-making, Trends in Computer Science, 6: 200–205, (2002).
2. Kokinov, B.: Analogy is like cognition: dynamic, emergent and context sensitive, Advances in Analogy Research NBU Press, Sofia, (1998).
3. Hofstadter, D. and Mitchell, M.: The copycat project: a model of mental fluidity and analogy-making, in Holyoak, K. and Barnden, J. (eds), Advances in Connectionist and Neural Computation Theory, 2: 31–112, (1994).
4. Kokinov, B.: A hybrid model of reasoning by analogy, in K Holyoak and J Barnden (eds), Analogical Connections, Advances in Connectionist and Neural Computation Theory, 2: 247–318, (1994).
5. Suwa, M., Gero J. S. and Purcell, T.: Unexpected discoveries and s-inventions of design requirements: A key to creative designs, In: J. S. Gero and M. L. Maher (eds) Computational Models of Creative Design IV, University of Sydney, Australia, pp 297–320, (1999).
6. G ̈ardenfors, P.: Conceptual Spaces: The geometry of thought, MIT Press, (2000).
7. Steels, L.: Perceptually grounded meaning creation, in Proceedings of the Second International Conference on Mullti-agent Systems (ICMAS096) Los Alamitos, CA, pp 338–344, (1996).
8. Sarkar, S., Dong, A. and Gero, J. S.: Design optimization problem (re)formulation using singular value decomposition, Journal of Mechanical Design 131(8) (to ap- pear), (2009).
9. Wilson, S.W.: Classier Fitness Based on Accuracy. Evolutionary Computation, 3(2): 149–175, (1995).
Links
Full Text
http://computationalcreativity.net/iccc2010/papers/grace-saunders-gero.pdf