Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective

Detalhes bibliográficos
Autor(a) principal: Sousa, Lourenço Cardoso Cabral Blanc de
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/160422
Resumo: Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence
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spelling Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspectiveAutonomous AIEthical DilemmasAccountabilityResponsible AISystematic Literature ReviewSDG 8 - Decent work and economic growthSDG 9 - Industry, innovation and infrastructureSDG 10 - Reduced inequalitiesSDG 16 - Peace, justice and strong institutionsSDG 17 - Partnerships for the goalsDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da InformaçãoDissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business IntelligenceThe growing interest and discussion around AI technologies and their implications for Humanity are more than ever at the centre of public attention. With the extensive research and development of such technologies, there is a pressing need to systematically consolidate the existing knowledge for future analysis of the consequences and implications of AI. Given the multidisciplinary nature of this field, this study focuses on the specific theme of accountability in Autonomous AI Products. This study followed a Systematic Literature Review methodology (Okoli, 2015) to analyse a sample of articles, synthesise the findings of the review and present them for future researchers to leverage the knowledge gathered in this document. Our analysis reveals that the principles identified in the existing Responsible AI literature are also inherent in Autonomous AI research. Accountability was the focus of the study, and in many ways, this principle related to other Ethical principles, such as Fairness or Justice, and the systems put in place to regulate and oversee the future usage of these extraordinary technologies need to account for a wide range of people involved in the discussion, development, testing and regulation of Autonomous AI Products.Côrte-Real, Nadine Evangelista de PinhoRUNSousa, Lourenço Cardoso Cabral Blanc de2023-11-24T13:37:16Z2023-10-272023-10-27T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/160422TID:203394020enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:43:07Zoai:run.unl.pt:10362/160422Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:58:02.138291Repositório 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 Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
title Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
spellingShingle Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
Sousa, Lourenço Cardoso Cabral Blanc de
Autonomous AI
Ethical Dilemmas
Accountability
Responsible AI
Systematic Literature Review
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
title_short Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
title_full Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
title_fullStr Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
title_full_unstemmed Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
title_sort Research Trends for Accountable and Responsible AI in Autonomous Products: An Ethical Dilemma perspective
author Sousa, Lourenço Cardoso Cabral Blanc de
author_facet Sousa, Lourenço Cardoso Cabral Blanc de
author_role author
dc.contributor.none.fl_str_mv Côrte-Real, Nadine Evangelista de Pinho
RUN
dc.contributor.author.fl_str_mv Sousa, Lourenço Cardoso Cabral Blanc de
dc.subject.por.fl_str_mv Autonomous AI
Ethical Dilemmas
Accountability
Responsible AI
Systematic Literature Review
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
topic Autonomous AI
Ethical Dilemmas
Accountability
Responsible AI
Systematic Literature Review
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
description Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence
publishDate 2023
dc.date.none.fl_str_mv 2023-11-24T13:37:16Z
2023-10-27
2023-10-27T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/160422
TID:203394020
url http://hdl.handle.net/10362/160422
identifier_str_mv TID:203394020
dc.language.iso.fl_str_mv eng
language eng
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.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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