Computational visualization for critical thinking

Detalhes bibliográficos
Autor(a) principal: Griffiths, Catherine
Data de Publicação: 2019
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.7559/citarj.v11i2.666
Resumo: This paper looks back at historical precedents for how computational systems and ideas have been visualized as a means of access to and engagement with a broader audience, and to develop a new more tangible language to address abstraction. These precedents share a subversive ground in using a visual language to provoke new ways of engaging with about complex ideas. Two new approaches to visualizing algorithmic systems are proposed for the emerging context of algorithmic ethics in society, looking at prototypical algorithms in computer vision and machine learning systems, to think through the meaning created by algorithmic structure and process. The aim is to use visual design to provoke new kinds of thinking and criticality that can offer opportunities to address algorithms in their increasingly more politicized role today. These new approaches are developed from an arts research perspective to support critical thinking and arts knowledge through creative coding and interactive design.
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spelling Computational visualization for critical thinkingThis paper looks back at historical precedents for how computational systems and ideas have been visualized as a means of access to and engagement with a broader audience, and to develop a new more tangible language to address abstraction. These precedents share a subversive ground in using a visual language to provoke new ways of engaging with about complex ideas. Two new approaches to visualizing algorithmic systems are proposed for the emerging context of algorithmic ethics in society, looking at prototypical algorithms in computer vision and machine learning systems, to think through the meaning created by algorithmic structure and process. The aim is to use visual design to provoke new kinds of thinking and criticality that can offer opportunities to address algorithms in their increasingly more politicized role today. These new approaches are developed from an arts research perspective to support critical thinking and arts knowledge through creative coding and interactive design.Universidade Católica Portuguesa2019-05-01T00:00:00Zjournal articleinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://doi.org/10.7559/citarj.v11i2.666oai:ojs.revistas.ucp.pt:article/7329Journal of Science and Technology of the Arts; Vol 11 No 2 (2019): xCoAx 2019; 9-17Journal of Science and Technology of the Arts; v. 11 n. 2 (2019): xCoAx 2019; 9-172183-00881646-979810.7559/citarj.v11i2reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://revistas.ucp.pt/index.php/jsta/article/view/7329https://doi.org/10.7559/citarj.v11i2.666https://revistas.ucp.pt/index.php/jsta/article/view/7329/7109Copyright (c) 2019 Catherine Griffithshttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessGriffiths, Catherine2022-09-22T16:19:24Zoai:ojs.revistas.ucp.pt:article/7329Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:59:04.304495Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Computational visualization for critical thinking
title Computational visualization for critical thinking
spellingShingle Computational visualization for critical thinking
Griffiths, Catherine
title_short Computational visualization for critical thinking
title_full Computational visualization for critical thinking
title_fullStr Computational visualization for critical thinking
title_full_unstemmed Computational visualization for critical thinking
title_sort Computational visualization for critical thinking
author Griffiths, Catherine
author_facet Griffiths, Catherine
author_role author
dc.contributor.author.fl_str_mv Griffiths, Catherine
description This paper looks back at historical precedents for how computational systems and ideas have been visualized as a means of access to and engagement with a broader audience, and to develop a new more tangible language to address abstraction. These precedents share a subversive ground in using a visual language to provoke new ways of engaging with about complex ideas. Two new approaches to visualizing algorithmic systems are proposed for the emerging context of algorithmic ethics in society, looking at prototypical algorithms in computer vision and machine learning systems, to think through the meaning created by algorithmic structure and process. The aim is to use visual design to provoke new kinds of thinking and criticality that can offer opportunities to address algorithms in their increasingly more politicized role today. These new approaches are developed from an arts research perspective to support critical thinking and arts knowledge through creative coding and interactive design.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-01T00:00:00Z
dc.type.driver.fl_str_mv journal article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv https://doi.org/10.7559/citarj.v11i2.666
oai:ojs.revistas.ucp.pt:article/7329
url https://doi.org/10.7559/citarj.v11i2.666
identifier_str_mv oai:ojs.revistas.ucp.pt:article/7329
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistas.ucp.pt/index.php/jsta/article/view/7329
https://doi.org/10.7559/citarj.v11i2.666
https://revistas.ucp.pt/index.php/jsta/article/view/7329/7109
dc.rights.driver.fl_str_mv Copyright (c) 2019 Catherine Griffiths
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Catherine Griffiths
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Católica Portuguesa
publisher.none.fl_str_mv Universidade Católica Portuguesa
dc.source.none.fl_str_mv Journal of Science and Technology of the Arts; Vol 11 No 2 (2019): xCoAx 2019; 9-17
Journal of Science and Technology of the Arts; v. 11 n. 2 (2019): xCoAx 2019; 9-17
2183-0088
1646-9798
10.7559/citarj.v11i2
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