Situated interpretation in computational creativity

Kelly, Nick and Gero, John S. (2015) Situated interpretation in computational creativity. Knowledge-Based Systems, 80 (1). pp. 48-57. ISSN 0950-7051

[img]
Preview
Text (Accepted Version)
14KellyGeroKBS.pdf

Download (424Kb) | Preview

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.


Statistics for USQ ePrint 26989
Statistics for this ePrint Item
Item Type: Article (Commonwealth Reporting Category C)
Refereed: Yes
Item Status: Live Archive
Additional Information: Accepted version deposited in accordance with the copyright policy of the publisher.
Faculty / Department / School: Historic - Australian Digital Futures Institute
Date Deposited: 27 Apr 2016 23:46
Last Modified: 29 Jun 2016 03:45
Uncontrolled Keywords: interpretation; computational creativity; situatedness; situated design; design cognition; framing; situated interpretation
Fields of Research : 08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080199 Artificial Intelligence and Image Processing not elsewhere classified
Identification Number or DOI: 10.1016/j.knosys.2014.12.005
URI: http://eprints.usq.edu.au/id/eprint/26989

Actions (login required)

View Item Archive Repository Staff Only