A Sociologia Digital na era do big data: apontamentos preliminares e problemáticas teórico-metodológicas na pesquisa sociológica

Thiago Bicudo Castro

doi:10.11606/issn.2176-8099.pcso.2023.205611

Authors

Thiago Bicudo Castro Senac São Paulo https://orcid.org/0000-0003-2825-956X

DOI:

https://doi.org/10.11606/issn.2176-8099.pcso.2023.205611

Keywords:

Digital Sociology, Big Data, Sociological Method, Data Science, Information technologies

Abstract

This article establishes the initial problematic issues of an ongoing research that articulates big data and Digital Sociology in Brazil. The phenomenon of big data is explored as an object of study and technical research tool in Sociology, situating it in a Digital Sociology research agenda. It is found that its sociological apprehension and understanding occur in conjunction with the expansion and institutionalization of Digital Sociology in Brazil and worldwide. Big data is understood as a sociocultural artifact resulting from human labor, but difficult to grasp using traditional sociological analysis methods. The object in question is located within the scientific disputes between Humanities and areas of Information Technology, such as Data Science. The field of Digital Sociology, by taking the big data as an investigation object and technical resource for analysis, contributes to the formulation of new approaches and theories aimed at understanding the implications of digital technology on society and the Social Sciences.

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References

ABBOTT, Andrew. (2000). Reflections on the Future of Sociology. Contemporary Sociology, v. 29, n. 2, pp. 296.

AGARWAL, Apoorv. et al. (2015). Sentiment Analysis of Twitter Data. In: Workshop on Language in Social Media (LSM 2011), 2011, Portland, Oregon. Proceedings... Portland, Oregon: Association for Computational Linguistics, 2011. p. 30–38. http:// dl.acm.org/citation.cfm?id=2021109.2021114 (Acesso em 08/01/2023).

BEER, David.; BURROWS, Roger. (2013). Popular Culture, Digital Archives and the New Social Life of Data. Theory, Culture & Society, V. 30, p. 47-71. https://doi. org/10.1177/0263276413476542

BERGSTRÖM, Marie (2018). De quoi l’écart d’âge est-il le nombre ? L’apport des big data à l’étude de la différence d’âge au sein des couples. Revue française de sociologie, vol. 59, no. 3, pp. 395-422.

BOLAÑO, C. R. S., & VIEIRA, E. S. (2015a). The Political Economy of the Internet: Social Networking Sites and a Reply to Fuchs. Television & New Media, V. 16, n. 1, p. 52-61. https://doi.org/10.1177/1527476414527137

BOLAÑO, C. R. S., & VIEIRA, E. S. (2015b). Digitalisation and Labour: A Rejoinder to Christian Fuchs. Triple C, V.13, no 1, p. 79-83. https://doi.org/10.31269/triplec. v13i1.666

CASTELLS, Manuel (2005). A Sociedade em Rede. Vol. 1, 4a ed. São Paulo: Paz e Terra.

COINTET, Jean-Philippe; PARASIE, Sylvain (2018). Ce que le big data fait à l’analyse sociologique des textes. Un panorama critique des recherches contemporaines. Revue française de sociologie, vol. 59, noo 3, pp. 533-557.

COURMONT, Antoine (2018). Plateforme, big data et recomposition du gouvernement urbain. Les effets de Waze sur les politiques de régulation du trafic. Revue française de sociologie, vol. 59, no. 3, pp. 423-449.

DANTAS, Marcos (2003). Informação e trabalho no capitalismo contemporâneo. Lua Nova, no 60.

FUCHS, Christian. (2015). Against Divisiveness: Digital Workers of the World Unite! A Rejoinder to César Bolaño and Eloy Vieira. Television & New Media, V. 16, n. 1, p. 62-71. https://doi.org/10.1177/1527476414528053

HAYASHI CHIKIO. (1998). WHAT IS DATA SCIENCE? FUNDAMENTAL CONCEPTS AND A HEURISTIC EXAMPLE DANS C. HAYASHI et al, Data Science, Classification, and Related Methods. Studies in Classification, Data Analysis, and Knowledge Organization, Springer Japan, p. 40-51.

HORST, Heather, A.; MILLER, Daniel. (2012). Digital Anthropology. [S.l.]: Bloomsbury Academic.

JORDAN, Tim. (2014). Internet, Society and Culture: Communicative Practices Before and After the Internet. Reprint edition ed. [S.l.]: Bloomsbury Academic.

KOTRAS, Baptiste (2018). Le tout plutôt que la partie. Big data et pluralité des mesures de l’opinion sur le web. Revue française de sociologie, vol. 59, no. 3, pp. 451-474.

LAZER, David. et al. (2009) Computational Social Science. Science, v. 323. https://www.science.org/doi/10.1126/science.1167742.

LÉVY, Pierre (1999). Cibercultura. Trad. Carlos Irineu da Costa. São Paulo: Ed. 34. LUPTON, Deborah (2015). Digital Sociology. [S.l.], Routledge.

LYON, David. (2018). The culture of surveillance: watching as a way of life. Cambridge: Polity Press.

MARTINS, José de Souza (2013). O artesanato intelectual na sociologia. Revista Brasileira de Sociologia. V. 1, n. 2.

MCFARLAND, Daniel; LEWIS, Kevin; GOLDBERG, Amir (2016). Sociology in the Era of Big Data: the ascent of Forensic Social Science. The American Sociologist, n. 47, p. 12-35. https://link.springer.com/article/10.1007/s12108-015-9291-8 (acesso em 08/01/2023)

MICHEL JEAN-BAPTISTE., SHEN, Yuan Kui, PRESSER AIDEN Aviva. et al. (2010). Quantitative Analysis of Culture Using Millions of Digitized Books, Science, 331, 6014, p. 176-182. https://www.science.org/doi/10.1126/science.1199644 (acesso em 08/01/2023).

MISKOLCI, Richard. (2016), Sociologia digital: notas sobre pesquisa na era da conectividade. Contemporânea - Revista de Sociologia da UFSCar, v. 6, pp. 275-297.

MISKOLCI, Richard; BALIEIRO, Fernando de F. (2018). Sociologia Digital: balanço provisório e desafios. Revista Brasileira de Sociologia. V. 6, no 12, jan-abr.

NASCIMENTO, Leonardo F. (2016). A sociologia digital: um desafio para o século XXI. Sociologias, v. 18, p. 216-241.

PRIOR, Nick; ORTON-JOHNSON, Kate. (2013). Digital Sociology: Critical Perspectives. [S.l.]: Palgrave Macmillan.

RHUKUZAGE, Serge K. (2020) Sociologia digital ou sociologia do digital? Ver. Abordagens. João Pessoa, V.2, no 1, jan-jun.

ROMARIZ, Harlon (2020). O papel da Sociologia na era do big data. Blog do IFCH da UFRGS, novembro. Acesso em: 08/08/2022. Disponível em: https://www.ufrgs. br/blogdoifch/o-papel-da-sociologia-na-era-do-big-data/ (acesso em 08/01/2023)

SEVERO, Marta; LAMARCHE-PERRIN, Robin (2018). L’analyse des opinions politiques sur Twitter. Défis et opportunités d’une approche multi-échelle. Revue française de sociologie, vol. 59, no. 3, pp. 507-532.

TUBARO, Paola; CASILLI, Antonio A. (2017). Enjeux sociaux des Big Data. Mokrane Bouzeghoub, Rémy Mosseri. Les Big Data à découvert, CNRS Editions, pp. 292-293.

TUBARO, Paola ; BASTIN, Gilles (2018). Le moment big data des sciences sociales. Revue française de sociologie, Presses de Sciences Po / Centre National de la Recherche Scientifique, Big data, sociétés et sciences sociales, 59 (3), pp.375-394.

TUBARO, Paola; CASILLI, Antonio A.; COVILLE, Marion (2020). The trainer, the verifier, the imitator: Three ways in which human platform workers support artificial intelligence. Big Data & Society, 7 (1), SAGE.

WITTE, James. C. (2012). A Ciência Social digitalizada: avanços, oportunidades e desafios. Sociologias, v. 14, n. 31. Disponível em: http://seer.ufrgs.br/index.php/ sociologias/article/view/34927 Acesso em: 10/08/2022.