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Situated interpretation in computational creativity

delete2015-05-01
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PRE
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N
Nick Kelly *
J
John S. Gero
DOI:10.1016/j.knosys.2014.12.005delete
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Abstract

Abstract

En 中文
This paper describes, formalises 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. (C) 2014 Elsevier B.V. All rights reserved.
Keywords:
Interpretation
Computational creativity
Situatedness
Situated design
Design cognition
Framing
Situated interpretation
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.2W
Citations:
4.5W

Organization

G
George Mason University
Scholars:
7.7K
Papers: 7.9K
Citations: 1.0W
U
University of Southern Queensland
Scholars:
4.1K
Papers: 4.8K
Citations: 18