Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Carreira, Krishma Anaísa Coura
Orientador(a): Künsch, Dimas A.
Banca de defesa: Josgrilberg, Fabio Botelho, Silva, Cilene Vitor da, Osvald, Daniela, Silveira, Sergio Amadeu da
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Metodista de Sao Paulo
Programa de Pós-Graduação: Comunicacao Social
Departamento: Comunicacao Social:Programa de Pos Graduacao em Comunicacao Social
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://tede.metodista.br/jspui/handle/tede/2190
Resumo: Automated Decision-Making Systems (ADS) have an increasing role in modernity, with profound impacts in the economy, in politics and in society. They can generate numerous benefits, such as productivity boosts and efficiency, but can also miscalculate, increase risks, stimulate inequality, and cause multiple forms of discrimination. Despite this power, the operation of these systems is opaque and at times so complex that it is hard to tell how a decision was taken, or even if it was automated at all. This theme has been the subject of various works in different fields, with discussions ranging from ethics to accountability. In recent times, regulation efforts regarding Artificial Intelligence have also taken place. From the press point of view, ADS tend to become news only when applauded in innovation and tech editorials, or in articles exposing risks, but always lacking the necessary thoroughness. Under the light of Gislene Silva´s (2005) typology, this thesis defends that ADS attend to noticeability criteria based on origin (impact, conflict, controversy, rarity, surprise, government, tragedy/drama, justice and error) and in the vision of facts, especially the public interest noticeability criteria that, in democratic tradition, sparks the need to increase surveillance and critical monitoring of socio-technical systems that involve automated decisions. Thereby, it proposes that they can (and must) be targets of investigative reports, especially when systems are used in public administration. This paper presents a method, named IRADS (Investigative Reports on Automated Decision-Making Systems) that seeks to find ways to identify irregularities, biases, and errors that impact citizens’ lives. The insights here proposed come from an exploratory study, based on a wide revision of interdisciplinary literature by scholars in Communications, Journalism, Sociology, Anthropology, Law, Philosophy of Technology, Tech and Artificial Intelligence. (AU)
id METO_b4cd9c821329ea560c42a822927c9586
oai_identifier_str oai:tahbit.umesp.edu.dti:tede/2190
network_acronym_str METO
network_name_str Biblioteca Digital de Teses e Dissertações da METODISTA
repository_id_str
spelling Künsch, Dimas A.Josgrilberg, Fabio BotelhoSilva, Cilene Vitor daOsvald, DanielaSilveira, Sergio Amadeu daCarreira, Krishma Anaísa Coura2022-05-20T18:39:18Z2021-12-15Carreira, Krishma Anaísa Coura. Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas. 2021. 151 folhas. Tese( Comunicacao Social) - Universidade Metodista de Sao Paulo, São Bernardo do Campo, 2021.http://tede.metodista.br/jspui/handle/tede/2190Automated Decision-Making Systems (ADS) have an increasing role in modernity, with profound impacts in the economy, in politics and in society. They can generate numerous benefits, such as productivity boosts and efficiency, but can also miscalculate, increase risks, stimulate inequality, and cause multiple forms of discrimination. Despite this power, the operation of these systems is opaque and at times so complex that it is hard to tell how a decision was taken, or even if it was automated at all. This theme has been the subject of various works in different fields, with discussions ranging from ethics to accountability. In recent times, regulation efforts regarding Artificial Intelligence have also taken place. From the press point of view, ADS tend to become news only when applauded in innovation and tech editorials, or in articles exposing risks, but always lacking the necessary thoroughness. Under the light of Gislene Silva´s (2005) typology, this thesis defends that ADS attend to noticeability criteria based on origin (impact, conflict, controversy, rarity, surprise, government, tragedy/drama, justice and error) and in the vision of facts, especially the public interest noticeability criteria that, in democratic tradition, sparks the need to increase surveillance and critical monitoring of socio-technical systems that involve automated decisions. Thereby, it proposes that they can (and must) be targets of investigative reports, especially when systems are used in public administration. This paper presents a method, named IRADS (Investigative Reports on Automated Decision-Making Systems) that seeks to find ways to identify irregularities, biases, and errors that impact citizens’ lives. The insights here proposed come from an exploratory study, based on a wide revision of interdisciplinary literature by scholars in Communications, Journalism, Sociology, Anthropology, Law, Philosophy of Technology, Tech and Artificial Intelligence. (AU)Os Sistemas de Decisões Automatizadas (SDAs) têm um papel crescente na contemporaneidade, com profundo impacto político, econômico e social. Eles podem gerar inúmeros benefícios, como aumento de produtividade e eficiência, mas também podem produzir resultados errados, ampliar riscos, estimular a desigualdade social e causar inúmeras formas de discriminação. Apesar deste poder, as operações destes sistemas são opacas e, muitas vezes, tão complexas, que fica difícil saber como uma decisão foi tomada ou mesmo descobrir que ela foi decidida de forma automatizada. Este tema tem pautado diversos trabalhos, em diferentes campos do conhecimento, com discussões que envolvem desde ética à accountability. Também surgiram, nos últimos tempos, iniciativas em todo o mundo e regulamentações, que tratam principalmente da inteligência artificial. Do ponto de vista da cobertura na imprensa, os Sistemas de Decisões Automatizadas viram notícias apenas quando são aplaudidos nas editorias de inovação e tecnologia ou em matérias que mostram os riscos, mas sem a necessária profundidade. A partir da tipologia de Gislene Silva (2005), esta tese defende que os SDAs atendem aos critérios de noticiabilidade com base na origem (impacto, conflito, polêmica, raridade, surpresa, governo, tragédia/drama, justiça e erros) e na visão dos fatos, em especial ao critério de noticiabilidade de interesse público que, dentro da tradição democrática, desperta a necessidade de ampliar a vigilância e o monitoramento crítico dos sistemas sociotécnicos que envolvem as decisões automatizadas. E, por isso, propõe que eles podem (e devem) ser objetos de reportagens investigativas, em especial quando estes sistemas são usados pela administração pública. Este trabalho apresenta um método, que foi nomeado de RISDA (Reportagens Investigativas sobre Decisões Automatizadas), que busca propor caminhos para identificar irregularidades, vieses e erros que impactam a vida dos cidadãos. As reflexões propostas partem de um estudo exploratório, com base em uma ampla revisão bibliográfica interdisciplinar de autores de Comunicação, Jornalismo, 7 Sociologia, Antropologia, Direito, Filosofia da Tecnologia, Tecnologia e Inteligência Artificial.(AU)Submitted by Noeme Timbo (noeme.timbo@metodista.br) on 2022-05-20T18:39:18Z No. of bitstreams: 1 KrishmaACCarreira2.pdf: 2233701 bytes, checksum: dad48a40ee5a2e9646433e857f82ad87 (MD5)Made available in DSpace on 2022-05-20T18:39:18Z (GMT). No. of bitstreams: 1 KrishmaACCarreira2.pdf: 2233701 bytes, checksum: dad48a40ee5a2e9646433e857f82ad87 (MD5) Previous issue date: 2021-12-15Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Metodista de Sao PauloComunicacao SocialIMSBrasilComunicacao Social:Programa de Pos Graduacao em Comunicacao SocialSistemas de Decisões Automatizadas; Reportagens investigativas sobre Sistemas de Decisões Automatizadas; Jornalismo Investigativo e Algoritmos; Investigação algorítmica; Impactos dos sistemas automatizadosAutomated Decision-Making Systems; Investigative reports on Automated Decision-Making Systems; Investigative Journalism and Algorithms; Algorithmic investigation; Impacts of automated systemsCIENCIAS SOCIAIS APLICADAS::COMUNICACAOReportagem Investigativa sobre os Sistemas de Decisões AutomatizadasInvestigative Reporting on Automated Decision Systemsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis4333470630449360357500500600600-7662988059372876986-40560210555028745732075167498588264571info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da METODISTAinstname:Universidade Metodista de São Paulo (METODISTA)instacron:METODISTAORIGINALKrishmaACCarreira2.pdfKrishmaACCarreira2.pdfapplication/pdf2233701http://tede.metodista.br/jspui/bitstream/tede/2190/2/KrishmaACCarreira2.pdfdad48a40ee5a2e9646433e857f82ad87MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.metodista.br/jspui/bitstream/tede/2190/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/21902022-05-20 15:39:18.473oai:tahbit.umesp.edu.dti: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede.metodista.br/jspui/http://tede.metodista.br/oai/requestbiblioteca@metodista.br||erick.roberto@metodista.bropendoar:2022-05-20T18:39:18Biblioteca Digital de Teses e Dissertações da METODISTA - Universidade Metodista de São Paulo (METODISTA)false
dc.title.por.fl_str_mv Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
dc.title.alternative.eng.fl_str_mv Investigative Reporting on Automated Decision Systems
title Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
spellingShingle Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
Carreira, Krishma Anaísa Coura
Sistemas de Decisões Automatizadas; Reportagens investigativas sobre Sistemas de Decisões Automatizadas; Jornalismo Investigativo e Algoritmos; Investigação algorítmica; Impactos dos sistemas automatizados
Automated Decision-Making Systems; Investigative reports on Automated Decision-Making Systems; Investigative Journalism and Algorithms; Algorithmic investigation; Impacts of automated systems
CIENCIAS SOCIAIS APLICADAS::COMUNICACAO
title_short Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
title_full Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
title_fullStr Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
title_full_unstemmed Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
title_sort Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas
author Carreira, Krishma Anaísa Coura
author_facet Carreira, Krishma Anaísa Coura
author_role author
dc.contributor.advisor1.fl_str_mv Künsch, Dimas A.
dc.contributor.referee1.fl_str_mv Josgrilberg, Fabio Botelho
dc.contributor.referee2.fl_str_mv Silva, Cilene Vitor da
dc.contributor.referee3.fl_str_mv Osvald, Daniela
dc.contributor.referee4.fl_str_mv Silveira, Sergio Amadeu da
dc.contributor.author.fl_str_mv Carreira, Krishma Anaísa Coura
contributor_str_mv Künsch, Dimas A.
Josgrilberg, Fabio Botelho
Silva, Cilene Vitor da
Osvald, Daniela
Silveira, Sergio Amadeu da
dc.subject.por.fl_str_mv Sistemas de Decisões Automatizadas; Reportagens investigativas sobre Sistemas de Decisões Automatizadas; Jornalismo Investigativo e Algoritmos; Investigação algorítmica; Impactos dos sistemas automatizados
topic Sistemas de Decisões Automatizadas; Reportagens investigativas sobre Sistemas de Decisões Automatizadas; Jornalismo Investigativo e Algoritmos; Investigação algorítmica; Impactos dos sistemas automatizados
Automated Decision-Making Systems; Investigative reports on Automated Decision-Making Systems; Investigative Journalism and Algorithms; Algorithmic investigation; Impacts of automated systems
CIENCIAS SOCIAIS APLICADAS::COMUNICACAO
dc.subject.eng.fl_str_mv Automated Decision-Making Systems; Investigative reports on Automated Decision-Making Systems; Investigative Journalism and Algorithms; Algorithmic investigation; Impacts of automated systems
dc.subject.cnpq.fl_str_mv CIENCIAS SOCIAIS APLICADAS::COMUNICACAO
description Automated Decision-Making Systems (ADS) have an increasing role in modernity, with profound impacts in the economy, in politics and in society. They can generate numerous benefits, such as productivity boosts and efficiency, but can also miscalculate, increase risks, stimulate inequality, and cause multiple forms of discrimination. Despite this power, the operation of these systems is opaque and at times so complex that it is hard to tell how a decision was taken, or even if it was automated at all. This theme has been the subject of various works in different fields, with discussions ranging from ethics to accountability. In recent times, regulation efforts regarding Artificial Intelligence have also taken place. From the press point of view, ADS tend to become news only when applauded in innovation and tech editorials, or in articles exposing risks, but always lacking the necessary thoroughness. Under the light of Gislene Silva´s (2005) typology, this thesis defends that ADS attend to noticeability criteria based on origin (impact, conflict, controversy, rarity, surprise, government, tragedy/drama, justice and error) and in the vision of facts, especially the public interest noticeability criteria that, in democratic tradition, sparks the need to increase surveillance and critical monitoring of socio-technical systems that involve automated decisions. Thereby, it proposes that they can (and must) be targets of investigative reports, especially when systems are used in public administration. This paper presents a method, named IRADS (Investigative Reports on Automated Decision-Making Systems) that seeks to find ways to identify irregularities, biases, and errors that impact citizens’ lives. The insights here proposed come from an exploratory study, based on a wide revision of interdisciplinary literature by scholars in Communications, Journalism, Sociology, Anthropology, Law, Philosophy of Technology, Tech and Artificial Intelligence. (AU)
publishDate 2021
dc.date.issued.fl_str_mv 2021-12-15
dc.date.accessioned.fl_str_mv 2022-05-20T18:39:18Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv Carreira, Krishma Anaísa Coura. Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas. 2021. 151 folhas. Tese( Comunicacao Social) - Universidade Metodista de Sao Paulo, São Bernardo do Campo, 2021.
dc.identifier.uri.fl_str_mv http://tede.metodista.br/jspui/handle/tede/2190
identifier_str_mv Carreira, Krishma Anaísa Coura. Reportagem Investigativa sobre os Sistemas de Decisões Automatizadas. 2021. 151 folhas. Tese( Comunicacao Social) - Universidade Metodista de Sao Paulo, São Bernardo do Campo, 2021.
url http://tede.metodista.br/jspui/handle/tede/2190
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 4333470630449360357
dc.relation.confidence.fl_str_mv 500
500
600
600
dc.relation.department.fl_str_mv -7662988059372876986
dc.relation.cnpq.fl_str_mv -4056021055502874573
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Metodista de Sao Paulo
dc.publisher.program.fl_str_mv Comunicacao Social
dc.publisher.initials.fl_str_mv IMS
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Comunicacao Social:Programa de Pos Graduacao em Comunicacao Social
publisher.none.fl_str_mv Universidade Metodista de Sao Paulo
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da METODISTA
instname:Universidade Metodista de São Paulo (METODISTA)
instacron:METODISTA
instname_str Universidade Metodista de São Paulo (METODISTA)
instacron_str METODISTA
institution METODISTA
reponame_str Biblioteca Digital de Teses e Dissertações da METODISTA
collection Biblioteca Digital de Teses e Dissertações da METODISTA
bitstream.url.fl_str_mv http://tede.metodista.br/jspui/bitstream/tede/2190/2/KrishmaACCarreira2.pdf
http://tede.metodista.br/jspui/bitstream/tede/2190/1/license.txt
bitstream.checksum.fl_str_mv dad48a40ee5a2e9646433e857f82ad87
bd3efa91386c1718a7f26a329fdcb468
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da METODISTA - Universidade Metodista de São Paulo (METODISTA)
repository.mail.fl_str_mv biblioteca@metodista.br||erick.roberto@metodista.br
_version_ 1793259455876431872