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Every wave carries a sense of déjà vu

Revisiting the computerization movement perspective to understand the recent push towards artificial intelligence

Bibliographic Data

ID20399199
AuthorsXiaoyao Han (University of Groningen, corresponding author), Oskar Josef Gstrein (0000-0003-0546-8684, University of Groningen), Vasilios Andrikopoulos (0000-0001-7937-0247, University of Groningen), Ronald P Stolk (0000-0002-0518-1205, University of Groningen), Ronald Stolk
Year2025
Volume40
Issue8
Pages6379-6391
Publication date2025-12-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueAI & Society (JOURNAL)
Journal identifiersISSN: 0951-5666 • E-ISSN: 1435-5655
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s00146-025-02402-x
OpenAlexW4411293659
LanguageFR
References cited39

Analyzed through the lens of the “computerization movement” (CM), the development of revolutionary technologies has consistently followed a recurring trajectory in terms of the origin, momentum, diffusion, and societal impact. Building on the analysis of selected historical trajectories, similar dynamics are discernible for the recent push towards the adoption of artificial intelligence (AI), being enhanced by capabilities provided by Big Data infrastructure. This paper explores Big Data and AI within the framework of CMs, analyzing their driving visions, trajectories, interconnectedness, and the societal discourses formed around their adoption. By drawing parallels with selected past CMs and situating current events within such historical context, this study provides a novel perspective hopefully facilitating a better understanding of the current technological landscape, and aiding in the navigation of the complex interplay between innovation, social change, and human expectations. The study shows that even if technological innovations remain central for the recent push towards AI adoption, shared beliefs and visionary ideals underpinning adoption are equally influential. These beliefs and ideals have continually mobilized people around the relevance of AI—in the past and today—even as the supporting infrastructure, core technologies, and their relevance for society have evolved

Aesthetics · Art · Cognitive psychology · Cognitive science · Déjà vu · Epistemology · Performing arts · Sociology · Visual arts · Big Data and Digital Economy · Computer Science · Ethics and Social Impacts of AI · Philosophy · Psychology · Scientific Computing and Data Management · Artificial Intelligence

  • The Data Revolution

    Rob Kitchin•The Data Revolution•2014

  • Big Data, Little Data, No Data

    Christine L Borgman•Big Data, Little Data, No Data•2015

  • The World’s Technological Capacity to Store, Communicate, and Compute Information

    Open Access•M Hilbert, Priscila López•Science•2011

  • General-purpose AI regulation and the European Union AI Act

    Open Access•Oskar Josef Gstrein, Noman Haleem et al.•Internet Policy Review•2024

  • Data autonomy

    Open Access•Oskar Josef Gstrein•Ethics and Information Technology•2024

  • When data became big

    Christian Pentzold, Charlotte Knorr•Information Communication & Society•2024

  • How journalists and experts metaphorically frame emerging information technologies

    Open Access•Ellen Droog, Christian Burgers et al.•Public Understanding of Science•2020

  • Competing narratives in AI ethics

    Open Access•David S Watson, Jakob Mökander et al.•AI & Society•2025

  • Revising the Conceptualization of Computerization Movements

    Noriko Hara, Howard Rosenbaum•The Information Society•2008

  • More human than human

    Open Access•Fabio Yoshio Suguri Motoki, Valdemar Pinho Neto et al.•Public Choice•2024

  • How should we do the history of Big Data

    Open Access•D Beer•Big Data & Society•2016

  • The Concept of Social Movement

    Open Access•M Diani•The Sociological Review•1992

  • The Mobilization of Support for Computerization

    Rob Kling, Suzanne Iacono•Social Problems•1988

Citation velocityhistorical
Highly citedNo

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