The non-neutrality of algorithms and their use by digital platforms
DOI:
https://doi.org/10.46230/lef.v17i3.16042Keywords:
algorithms, platform capitalism, technologyAbstract
This article explains the algorithmic mediation of everyday activities in today's society by digital platforms. We analyzed the basic composition of an algorithmic code, which contains scripts that can reveal views shaped by the political and economic interests of its owner. To exemplify these scripts, we created two excerpts of similar deterministic algorithms, but which perform two opposing actions: one of exclusion and the other of inclusion of the low-income population in a hypothetical credit granting system. We found that this exclusionary/inclusive bias is part of the decision-making to be carried out by the code and eliminates any neutrality. In our investigation into the non-neutrality of algorithms, we conducted a literature review focused on the theory of platform capitalism, which provides us with insights into the mode of production based on the use of data and algorithms by digital platforms. Concluding that algorithms are not neutral, we propose, in a decolonial approach, a questioning of the biases of the algorithmic systems of the digital platforms we use, especially digital media platforms.
Downloads
References
D’ANDREA, C. F. de B. Pesquisando plataformas online: conceitos e métodos. Salvador: EdUFBA, 2020.
FINN, E. What algorithms want. Cambridge: MIT Press, 2017. DOI: https://doi.org/10.7551/mitpress/9780262035927.001.0001
GILLESPIE, T. A relevância dos algoritmos. Parágrafo, São Paulo, v. 6, n. 1, p. 95-121, 2018. Disponível em: https://revistaseletronicas.fiamfaam.br/index.php/recicofi/article/view/722. Acesso em: 10 jun. 2025.
MARTINHON, C. A. Algoritmos Randômicos em Otimização Combinatória. In: Simpósio Brasileiro de Pesquisa Operacional, XXXIV, 2022, Rio de Janeiro. Disponível em: https://www.envio.sobrapo.org.br/SBPO/2002/PDF/ARQ0226.PDF. Acesso em: 17 jun. 2025.
MARX, K. Grundrisse: manuscritos econômicos de 1857-1858 esboços da crítica da economia política. São Paulo: Boitempo Editorial, 2011.
NAPOLI, P.; CAPLAN, R. Por que empresas de mídia insistem que não são empresas de mídia, por que estão erradas e por que isso importa. Parágrafo, São Paulo, v. 6, n. 1, p. 143-163, 2018. Disponível em: https://revistaseletronicas.fiamfaam.br/index.php/recicofi/article/view/724. Acesso em: 10 jun. 2025.
RICAURTE, P. Epistemologias de dados, colonialidade do poder e resistência. Dispositiva, Belo Horizonte, v. 12, n. 22, p. 6-26, 2023. DOI: 10.5752/P.2237-9967.2023v12n22p6-26. Disponível em: https://periodicos.pucminas.br/dispositiva/article/view/32017. Acesso em: 10 jun. 2025. DOI: https://doi.org/10.5752/P.2237-9967.2023v12n22p6-26
RICHTER, A. STF decide que redes devem ser responsabilizadas por conteúdos ilegais. Brasília: Agência Brasil, 26 jun. 2025. Disponível em:
https://agenciabrasil.ebc.com.br/justica/noticia/2025-06/stf-decide-que-redes-devem-ser-responsabilizadas-por-conteudos-ilegais. Acesso em: 15 jul. 2025.
SRNICEK, N. Platform capitalism. Hoboken: John Wiley & Sons, 2017.
VIEIRA PINTO, A. O conceito de tecnologia. vol.1. Rio de Janeiro: Editora Contraponto, 2008.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Antonio Celestino, Stanley Teixeira

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish in Linguagem em Foco Scientific Journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication. The articles are simultaneously licensed under the Creative Commons Attribution License which allows sharing the work with an acknowledgement of its authorship and initial publication in this journal.
- The concepts issued in signed articles are the absolute and exclusive responsibility of their authors. Therefore, we request a Statement of Copyright, which must be submitted with the manuscript as a Supplementary Document.
- Authors are authorized to make the version of the text published in Linguagem em Foco Scientific Journal available in institutional repositories or other academic work distribution platforms (ex. ResearchGate, Academia.edu).


















