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Data, algorithms and the asymmetric politics of extraction

Bibliographic Data

ID3213552
AuthorsBenjamin N Jacobsen (0000-0002-6656-8892, University of York, corresponding author)
Year2025
Volume73
Issue6
Pages1349-1367
Publication date2025-07-14
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueThe Sociological Review (JOURNAL)
Journal identifiersISSN: 0038-0261 • E-ISSN: 1467-954X
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/00380261251352378
OpenAlexW4412402422
LanguageEN
Citations received2
References cited60

The last few years have seen the rollout of several generative AI applications. Yet, it is often claimed by commentators and social scientists that these have only been made possible through the extraction of people's data without their consent. This review article will provide a critical overview of the notion of extraction. It explores how the term is being used in various scholarly fields in relation to discussions of data and algorithms whilst also seeking to do justice to the term's heterogeneity. The review is structured around three different kinds of extraction: data, human labour, and material resources. It highlights places where the notion of extraction is being used, what it does and makes possible, what it opens up, and what it sensitises us to. By foregrounding the variegated impact of extractive practices and processes, the aim is to continue to lay bare the strategic amnesia on which digital capitalism and the AI industry depends and continues to thrive

Algorithm · Extraction (chemistry) · Political science · Politics · Sociology · Chemistry · Computer Science · Digital Economy and Work Transformation · Ethics and Social Impacts of AI · Law · Water Governance and Infrastructure

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    Jussi Parikka•A Geology of Media (Electronic…•2015

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    Ulises A Mejias, N Couldry•Data Grab•2024

  • If…Then

    Taina Bucher•If... Then•2018

  • The Data Gaze

    D Beer•The Data Gaze•2019

  • ImageNet

    Jia Deng, Wei Dong et al.•2009 IEEE Conference on Computer…•2009

  • Deep learning

    Open Access•Yann LeCun, Yoshua Bengio et al.•Nature•2015

  • What Is Digital Labour? What Is Digital Work? What’s their Difference? And Why Do These Questions Matter for Understanding Social Media

    Open Access•Catherine Fuchs, Sebastian Sevignani•tripleC Communication Capitalism…•2013

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    D Beer•Information Communication & Society•2017

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    Open Access•Mirca Madianou•Information Communication & Society•2021

  • Algorithms of Resistance

    Open Access•Tiziano Bonini, Emiliano Treré•Algorithms of Resistance•2024

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    Mezzadra, Sandro Mezzadra et al.•Cultural Studies•2017

  • Fissures in algorithmic power

    Open Access•F Ferrari, M Graham•Cultural Studies•2021

  • Technocolonialism

    Open Access•Mirca Madianou•Social Media + Society•2019

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    Open Access•Milan, Emiliano Treré•Television & New Media•2019

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    Open Access•Paola Ricaurte Quijano•Television & New Media•2019

  • Decolonising “Data Colonialism” Propositions for Investigating the Realpolitik of Today’s Networked Ecology

    Open Access•Stefano Calzati•Television & New Media•2020

  • The agency of computer vision models as optical instruments

    Open Access•Thomas Smits, Melvin Wevers•Visual Communication•2021

  • The shape of the cloud

    Open Access•Julia Rone•New Media & Society•2023

  • The limits of transparency

    Open Access•Matthew Crain•New Media & Society•2016

  • Surveillance and capture

    Philip E Agre•The Information Society•1994

  • Climate extraction and supply chains of data

    Open Access•Patrick Brodie•Media Culture & Society•2020

  • The ethics and politics of data sets in the age of machine learning

    Open Access•Nanna Bonde Thylstrup•Media Culture & Society•2022

  • Digital labour

    Open Access•Alessandro Gandini•Media Culture & Society•2021

  • Deterritorializing Extraction

    Mazen Labban•Annals of the Association of…•2014

  • Thermopolitics of data

    Open Access•J Velkova•Cultural Studies•2021

  • The Nooscope manifested

    Open Access•Matteo Pasquinelli, Vladan Joler•AI & Society•2020

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    Open Access•Claudia Aradau, Martina Tazzioli•Millennium Journal of International…•2019

  • Critical Questions for Big Data

    Drick Boyd, Danah Boyd et al.•Information Communication & Society•2012

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    Open Access•Diego Andreucci•Political Geography•2017

  • The deep border

    Open Access•Louise Amoore•Political Geography•2024

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    Open Access•Benjamin Kohl, Benjamin G Kohl et al.•Political Geography•2012

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    Open Access•Matthew G Allen, Matthew Allen•Political Geography•2017

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    Open Access•Zizheng Yu, Emiliano Treré et al.•Media International Australia•2022

  • Big Data, new epistemologies and paradigm shifts

    Open Access•Rob Kitchin•Big Data & Society•2014

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    Open Access•Erin Denton, Alex Hanna et al.•Big Data & Society•2021

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    Open Access•Mél Hogan•Big Data & Society•2015

  • When data is capital

    Open Access•Jathan Sadowski•Big Data & Society•2019

  • Codes of Life

    Open Access•Martin Dodge, Rob Kitchin•Environment and Planning D…•2005

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    Open Access•Jim Thatcher, David O’sullivan et al.•Environment and Planning D…•2016

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    Open Access•M Beatrice Fazi•Theory Culture & Society•2021

  • The Use of the Concept of 'Strategy' in Recent Sociological Literature

    Open Access•Graham Crow•Sociology•1989

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Unique citing works2
Citations per year2
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 2

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