{"title":"Generate and situated transformation as a paradigm for models of computational creativity","authors":"Nick Kelly, J. Gero","doi":"10.1080/21650349.2016.1203821","DOIUrl":null,"url":null,"abstract":"Abstract This paper describes ‘generate and situated transformation’ as a paradigm for models of computational creativity that can lead to novel questions and methods of enquiry. It describes the need for systems that can move towards a frame within which a design solution can be found. The term situated transformation is defined, with reference to Boden’s notion of transformation and ideas from situated cognition, as a change of frame that is based upon experience. The paper then provides a demonstration of simple systems with generate and situated transformation that embody this idea. It then elaborates upon these models showing parallels within established systems in the literature. The paper concludes with a discussion of research questions and avenues of enquiry that are apparent within this paradigm.","PeriodicalId":43485,"journal":{"name":"International Journal of Design Creativity and Innovation","volume":"5 1","pages":"149 - 167"},"PeriodicalIF":1.2000,"publicationDate":"2017-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/21650349.2016.1203821","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Design Creativity and Innovation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/21650349.2016.1203821","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 7
Abstract
Abstract This paper describes ‘generate and situated transformation’ as a paradigm for models of computational creativity that can lead to novel questions and methods of enquiry. It describes the need for systems that can move towards a frame within which a design solution can be found. The term situated transformation is defined, with reference to Boden’s notion of transformation and ideas from situated cognition, as a change of frame that is based upon experience. The paper then provides a demonstration of simple systems with generate and situated transformation that embody this idea. It then elaborates upon these models showing parallels within established systems in the literature. The paper concludes with a discussion of research questions and avenues of enquiry that are apparent within this paradigm.
期刊介绍：
The International Journal of Design Creativity and Innovation is an international publication that provides a forum for discussing the nature and potential of creativity and innovation in design from both theoretical and practical perspectives. Design creativity and innovation is truly an interdisciplinary academic research field that will interest and stimulate researchers of engineering design, industrial design, architecture, art, and similar areas. The journal aims to not only promote existing research disciplines but also pioneer a new one that lies in the intermediate area between the domains of systems engineering, information technology, computer science, social science, artificial intelligence, cognitive science, psychology, philosophy, linguistics, and related fields. The journal covers, but is not restricted to, the following topics: ·Theories on Design Creativity and Innovation ·Cognition of Design Creativity ·Innovative Process ·Inventive Process ·Analogical Reasoning for Design Creativity and Innovation ·Design Synthesis ·Method and Tools for Design Creativity and Innovation ·Representation of Design Creativity and Innovation ·Education for Design Creativity and Innovation ·Concept Generation and Inspiration.
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