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Louis Ravn

Biographic Data

ID2744718
NAMELouis Ravn
GIVEN NAMESLouis
FAMILY NAMERavn
SIGNATURERAVN L
AFFILIATIONSUniversity of Amsterdam
ORCID0009-0005-4303-6905
VERIFIEDYes
TOTAL WORKS7
TOTAL CITATIONS2
AUTHOR COUNT7
EDITOR COUNT0
FIRST PUBLICATION YEAR2022
LATEST PUBLICATION YEAR2026
H-INDEX1
  • Governing by dismantling

    Open Access•Louis Ravn, Bokar N'Diayé et al.•ARTICLE•Science as Culture•2026

    The ongoing consolidation of state and techno-economic power worldwide calls for the development of a new critical vocabulary. At this juncture, the concept of tech oligarchy has been proposed by s

  • Digital Humanitarianism

    Open Access•Louis Ravn, Fleur Johns et al.•ARTICLE•Critical Humanities•2025

    In this interview, Fleur Johns elucidates the central themes of her recent book #Help: Digital Humanitarianism and the Remaking of International Order. Situating her research alongside well-established critical analyses of digital platforms and algorithms, Johns elaborates on the distinctive characteristics of digital humanitarianism, how these can be studied through digital interfaces, and the politics of Big Tech’s involvement in this transform…

  • Towards synthetic data justice for development

    Open Access•Louis Ravn•ARTICLE•Big Data & Society•2025

    The rise of synthetic data has begun to inspire novel data-driven projects in highly sensitive development contexts. For example, a collaboration between the UN's International Organization for Migration and Microsoft Research has resulted in the release of four “Global Synthetic Datasets” (GSDs) on human trafficking—the 2025 iteration of which contains information on over 222,000 trafficking survivors. These datasets are expected to support the …

  • The political economy of platformed silos

    Open Access•M Archer, Louis Ravn et al.•ARTICLE•Big Data & Society•2025

    Interoperability has become a prominent topic in contemporary discourses around digital infrastructures in fields as diverse as security, finance, health, and communication. Common to these discourses are two views: first, that interoperability encompasses desiloization, i.e. the breaking down of barriers between disjoint data silos, and second, that interoperability is de facto good for users of digital platforms. This commentary challenges the …

  • The fabrication of synthetic data promises

    Open Access•Louis Ravn•ARTICLE•Big Data & Society•2025•Cited by: 1•References: 48

    Synthetic data, denoting artificially produced data that are used for data science tasks, are increasingly held as a promising solution to digital societies' predicaments. While burgeoning research has investigated the implications of synthetic data, the fabrication of synthetic data promises remains understudied. This article draws on the sociology of expectations and the concept of boundary work to interrogate emerging arenas of expectations an…

  • Synthetic Training Data and the Reconfiguration of Surveillant Assemblages

    Open Access•Louis Ravn•ARTICLE•Surveillance & Society•2024•Cited by: 1

    Synthetic training data promise considerable performance improvements in machine learning (ML) surveillance tasks, including such applications as crowd counting, pedestrian tracking, and face recognition. In this context, synthetic training data constitute techno-fixes primarily by virtue of acting as “edge cases”—data that are hard to come by in the “real world” yet straightforward to produce synthetically—which are used to enhance ML systems’ r…

  • Traceability

    Open Access•Nanna Bonde Thylstrup, Matthew Archer et al.•ARTICLE•Internet Policy Review•2022

    This glossary entry explores traceability which is an increasingly prominent research topic in decentralised technosocial systems in fields as diverse as health, sustainability, finance, and supply chain management and relates to the ability to trace something or someone

  • The fabrication of synthetic data promises

    Open Access•Louis Ravn•ARTICLE•Big Data & Society•2025•Cited by: 1•References: 48

    Synthetic data, denoting artificially produced data that are used for data science tasks, are increasingly held as a promising solution to digital societies' predicaments. While burgeoning research has investigated the implications of synthetic data, the fabrication of synthetic data promises remains understudied. This article draws on the sociology of expectations and the concept of boundary work to interrogate emerging arenas of expectations an…

  • Synthetic Training Data and the Reconfiguration of Surveillant Assemblages

    Open Access•Louis Ravn•ARTICLE•Surveillance & Society•2024•Cited by: 1

    Synthetic training data promise considerable performance improvements in machine learning (ML) surveillance tasks, including such applications as crowd counting, pedestrian tracking, and face recognition. In this context, synthetic training data constitute techno-fixes primarily by virtue of acting as “edge cases”—data that are hard to come by in the “real world” yet straightforward to produce synthetically—which are used to enhance ML systems’ r…

  • Traceability

    Open Access•Nanna Bonde Thylstrup, Matthew Archer et al.•ARTICLE•Internet Policy Review•2022

    This glossary entry explores traceability which is an increasingly prominent research topic in decentralised technosocial systems in fields as diverse as health, sustainability, finance, and supply chain management and relates to the ability to trace something or someone

  • Synthetic Training Data and the Reconfiguration of Surveillant Assemblages

    Open Access•Louis Ravn•ARTICLE•Surveillance & Society•2024•Cited by: 1

    Synthetic training data promise considerable performance improvements in machine learning (ML) surveillance tasks, including such applications as crowd counting, pedestrian tracking, and face recognition. In this context, synthetic training data constitute techno-fixes primarily by virtue of acting as “edge cases”—data that are hard to come by in the “real world” yet straightforward to produce synthetically—which are used to enhance ML systems’ r…

  • Digital Humanitarianism

    Open Access•Louis Ravn, Fleur Johns et al.•ARTICLE•Critical Humanities•2025

    In this interview, Fleur Johns elucidates the central themes of her recent book #Help: Digital Humanitarianism and the Remaking of International Order. Situating her research alongside well-established critical analyses of digital platforms and algorithms, Johns elaborates on the distinctive characteristics of digital humanitarianism, how these can be studied through digital interfaces, and the politics of Big Tech’s involvement in this transform…

  • Towards synthetic data justice for development

    Open Access•Louis Ravn•ARTICLE•Big Data & Society•2025

    The rise of synthetic data has begun to inspire novel data-driven projects in highly sensitive development contexts. For example, a collaboration between the UN's International Organization for Migration and Microsoft Research has resulted in the release of four “Global Synthetic Datasets” (GSDs) on human trafficking—the 2025 iteration of which contains information on over 222,000 trafficking survivors. These datasets are expected to support the …

  • The political economy of platformed silos

    Open Access•M Archer, Louis Ravn et al.•ARTICLE•Big Data & Society•2025

    Interoperability has become a prominent topic in contemporary discourses around digital infrastructures in fields as diverse as security, finance, health, and communication. Common to these discourses are two views: first, that interoperability encompasses desiloization, i.e. the breaking down of barriers between disjoint data silos, and second, that interoperability is de facto good for users of digital platforms. This commentary challenges the …

  • The fabrication of synthetic data promises

    Open Access•Louis Ravn•ARTICLE•Big Data & Society•2025•Cited by: 1•References: 48

    Synthetic data, denoting artificially produced data that are used for data science tasks, are increasingly held as a promising solution to digital societies' predicaments. While burgeoning research has investigated the implications of synthetic data, the fabrication of synthetic data promises remains understudied. This article draws on the sociology of expectations and the concept of boundary work to interrogate emerging arenas of expectations an…

  • Governing by dismantling

    Open Access•Louis Ravn, Bokar N'Diayé et al.•ARTICLE•Science as Culture•2026

    The ongoing consolidation of state and techno-economic power worldwide calls for the development of a new critical vocabulary. At this juncture, the concept of tech oligarchy has been proposed by s

Computer Science (3 works) · Water Governance and Infrastructure (2 works) · Art (1 works) · Big data (1 works) · Blockchain Technology Applications and Security (1 works) · Boundary-work (1 works) · Business (1 works) · Business Process Modeling and Analysis (1 works) · Control reconfiguration (1 works) · Corporate governance (1 works)

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