Situated interpretation in computational creativity

Article

Kelly, Nick and Gero, John S.. 2015. "Situated interpretation in computational creativity." Knowledge-Based Systems. 80 (1), pp. 48-57. https://doi.org/10.1016/j.knosys.2014.12.005
Article Title

Situated interpretation in computational creativity

ERA Journal ID18062
Article CategoryArticle
AuthorsKelly, Nick (Author) and Gero, John S. (Author)
Journal TitleKnowledge-Based Systems
Journal Citation80 (1), pp. 48-57
Number of Pages10
Year2015
PublisherElsevier
Place of PublicationNetherlands
ISSN0950-7051
1872-7409
Digital Object Identifier (DOI)https://doi.org/10.1016/j.knosys.2014.12.005
Web Address (URL)http://www.sciencedirect.com/science/article/pii/S0950705114004353
Abstract

This paper describes, formalizes and implements an approach to computational creativity based on situated interpretation. The paper introduces the notions of framing and reframing of conceptual spaces based on empirical studies as the driver for this research. It uses concepts from situated cognition, and situated interpretation in particular, to be the basis of a formal model of the movement between conceptual spaces. This model is implemented using rules within interacting neural networks. This implementation demonstrates behaviour similar to that observed in studies of human designers.

Keywordsinterpretation; computational creativity; situatedness; situated design; design cognition; framing; situated interpretation
ANZSRC Field of Research 2020469999. Other information and computing sciences not elsewhere classified
Public Notes

File reproduced in accordance with the copyright policy of the publisher/author.

Byline AffiliationsAustralian Digital Futures Institute
George Mason University, United States
Institution of OriginUniversity of Southern Queensland
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