The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action

Detalhes bibliográficos
Autor(a) principal: van den Homberg, Marc J. C.
Data de Publicação: 2020
Outros Autores: Gevaert, Caroline M., Georgiadou, Yola
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.17645/pag.v8i4.3158
Resumo: Over the past two decades, humanitarian conduct has been drifting away from the classical paradigm. This drift is caused by the blurring of boundaries between development aid and humanitarianism and the increasing reliance on digital technologies and data. New humanitarianism, especially in the form of disaster risk reduction, involved government authorities in plans to strengthen their capacity to deal with disasters. Digital humanitarianism now enrolls remote data analytics: GIS capacity, local data and information management experts, and digital volunteers. It harnesses the power of artificial intelligence to strengthen humanitarian agencies and governments’ capacity to anticipate and cope better with crises. In this article, we first trace how the meaning of accountability changed from classical to new and finally to digital humanitarianism. We then describe a recent empirical case of anticipatory humanitarian action in the Philippines. The Red Cross Red Crescent movement designed an artificial intelligence algorithm to trigger the release of funds typically used for humanitarian response in advance of an impending typhoon to start up early actions to mitigate its potential impact. We highlight emerging actors and fora in the accountability relationship of anticipatory humanitarian action as well as the consequences arising from actors’ (mis)conduct. Finally, we reflect on the implications of this new form of algorithmic accountability for classical humanitarianism.
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spelling The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Actionalgorithm; big data; disaster risk governance; humanitarianism; machine learning; Philippines; politics of disaster; public accountability; predictive analyticsOver the past two decades, humanitarian conduct has been drifting away from the classical paradigm. This drift is caused by the blurring of boundaries between development aid and humanitarianism and the increasing reliance on digital technologies and data. New humanitarianism, especially in the form of disaster risk reduction, involved government authorities in plans to strengthen their capacity to deal with disasters. Digital humanitarianism now enrolls remote data analytics: GIS capacity, local data and information management experts, and digital volunteers. It harnesses the power of artificial intelligence to strengthen humanitarian agencies and governments’ capacity to anticipate and cope better with crises. In this article, we first trace how the meaning of accountability changed from classical to new and finally to digital humanitarianism. We then describe a recent empirical case of anticipatory humanitarian action in the Philippines. The Red Cross Red Crescent movement designed an artificial intelligence algorithm to trigger the release of funds typically used for humanitarian response in advance of an impending typhoon to start up early actions to mitigate its potential impact. We highlight emerging actors and fora in the accountability relationship of anticipatory humanitarian action as well as the consequences arising from actors’ (mis)conduct. Finally, we reflect on the implications of this new form of algorithmic accountability for classical humanitarianism.Cogitatio2020-12-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.17645/pag.v8i4.3158oai:ojs.cogitatiopress.com:article/3158Politics and Governance; Vol 8, No 4 (2020): The Politics of Disaster Governance; 456-4672183-2463reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://www.cogitatiopress.com/politicsandgovernance/article/view/3158https://doi.org/10.17645/pag.v8i4.3158https://www.cogitatiopress.com/politicsandgovernance/article/view/3158/3158Copyright (c) 2020 Marc J. C. van den Homberg, Caroline M. Gevaert, Yola Georgiadouhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessvan den Homberg, Marc J. C.Gevaert, Caroline M.Georgiadou, Yola2022-12-22T15:16:47Zoai:ojs.cogitatiopress.com:article/3158Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:22:28.886107Repositório 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 The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
title The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
spellingShingle The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
van den Homberg, Marc J. C.
algorithm; big data; disaster risk governance; humanitarianism; machine learning; Philippines; politics of disaster; public accountability; predictive analytics
title_short The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
title_full The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
title_fullStr The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
title_full_unstemmed The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
title_sort The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action
author van den Homberg, Marc J. C.
author_facet van den Homberg, Marc J. C.
Gevaert, Caroline M.
Georgiadou, Yola
author_role author
author2 Gevaert, Caroline M.
Georgiadou, Yola
author2_role author
author
dc.contributor.author.fl_str_mv van den Homberg, Marc J. C.
Gevaert, Caroline M.
Georgiadou, Yola
dc.subject.por.fl_str_mv algorithm; big data; disaster risk governance; humanitarianism; machine learning; Philippines; politics of disaster; public accountability; predictive analytics
topic algorithm; big data; disaster risk governance; humanitarianism; machine learning; Philippines; politics of disaster; public accountability; predictive analytics
description Over the past two decades, humanitarian conduct has been drifting away from the classical paradigm. This drift is caused by the blurring of boundaries between development aid and humanitarianism and the increasing reliance on digital technologies and data. New humanitarianism, especially in the form of disaster risk reduction, involved government authorities in plans to strengthen their capacity to deal with disasters. Digital humanitarianism now enrolls remote data analytics: GIS capacity, local data and information management experts, and digital volunteers. It harnesses the power of artificial intelligence to strengthen humanitarian agencies and governments’ capacity to anticipate and cope better with crises. In this article, we first trace how the meaning of accountability changed from classical to new and finally to digital humanitarianism. We then describe a recent empirical case of anticipatory humanitarian action in the Philippines. The Red Cross Red Crescent movement designed an artificial intelligence algorithm to trigger the release of funds typically used for humanitarian response in advance of an impending typhoon to start up early actions to mitigate its potential impact. We highlight emerging actors and fora in the accountability relationship of anticipatory humanitarian action as well as the consequences arising from actors’ (mis)conduct. Finally, we reflect on the implications of this new form of algorithmic accountability for classical humanitarianism.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-10
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://doi.org/10.17645/pag.v8i4.3158
oai:ojs.cogitatiopress.com:article/3158
url https://doi.org/10.17645/pag.v8i4.3158
identifier_str_mv oai:ojs.cogitatiopress.com:article/3158
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.cogitatiopress.com/politicsandgovernance/article/view/3158
https://doi.org/10.17645/pag.v8i4.3158
https://www.cogitatiopress.com/politicsandgovernance/article/view/3158/3158
dc.rights.driver.fl_str_mv Copyright (c) 2020 Marc J. C. van den Homberg, Caroline M. Gevaert, Yola Georgiadou
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Marc J. C. van den Homberg, Caroline M. Gevaert, Yola Georgiadou
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 Cogitatio
publisher.none.fl_str_mv Cogitatio
dc.source.none.fl_str_mv Politics and Governance; Vol 8, No 4 (2020): The Politics of Disaster Governance; 456-467
2183-2463
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
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institution RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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