Situated interpretation in computational creativity
Kelly, Nick & Gero, John S. (2015) Situated interpretation in computational creativity. Knowledge-Based Systems, 80(1), pp. 48-57.
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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.
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|Item Type:||Journal Article|
|Keywords:||interpretation, computational creativity, situated, design|
|Divisions:||Current > Research Centres > Office of Education Research
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2015 Elsevier|
|Copyright Statement:||Licensed under the Creative Commons Attribution; Non-Commercial; No-Derivatives 4.0 International. DOI: 10.1016/j.knosys.2014.12.005|
|Deposited On:||04 Apr 2016 00:53|
|Last Modified:||08 Feb 2017 00:36|
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