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  1. Accounting for the social: Investigating commensuration and Big Data practices at Facebook.Fernando N. van der Vlist - 2016 - Big Data and Society 3 (1).
    This study explores Big Data practices at Facebook through an investigation of the role of commensuration or ‘the transformation of different qualities into a common metric’ in the structuration of analysis and interaction with a major online social media platform. It proposes a conceptual framework and demonstrates the empirical potential of a pragmatic approach based on reading published materials and available documentation. Facebook’s Data Warehousing and Analytics Infrastructure serves as an illustrative example to begin tracing out and describe data assemblages (...)
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  • The social media image.Nadav Hochman - 2014 - Big Data and Society 1 (2).
    How do the organization and presentation of large-scale social media images recondition the process by which visual knowledge, value, and meaning are made in contemporary conditions? Analyzing fundamental elements in the changing syntax of existing visual software ontology—the ways current social media platforms and aggregators organize and categorize social media images—this article relates how visual materials created within social media platforms manifest distinct modes of knowledge production and acquisition. First, I analyze the structure of social media images within data streams (...)
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  • Remediation, Time and Disaster.Anders Ekström - 2016 - Theory, Culture and Society 33 (5):117-138.
    This paper explores the deep historical contexts for imagining natural disasters. By focusing on a foundational event in the Western disaster imaginary – the eruption of Vesuvius in AD 79 – and its remediation across centuries, the paper suggests that the real-time aesthetic of the mediation of extreme nature events that now abounds in contemporary culture is profoundly embedded in processes of historical intermediality. The term remediation is used to denote a genuinely historical mechanism by which past and present are (...)
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  • At close quarters: Combatting Facebook design, features and temporalities in social research.Stevie Docherty & Justine Gangneux - 2018 - Big Data and Society 5 (2).
    As researchers we often find ourselves grappling with social media platforms and data ‘at close quarters’. Although social media platforms were created for purposes other than academic research – which are apparent in their architecture and temporalities – they offer opportunities for researchers to repurpose them for the collection, generation and analysis of rich datasets. At the same time, this repurposing raises an evolving range of practical and methodological challenges at the small and large scale. We draw on our experiences (...)
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  • Rhythmedia: A Study of Facebook Immune System.Elinor Carmi - 2020 - Theory, Culture and Society 37 (5):119-138.
    This paper examines the politics behind algorithmic ordering in social media, focusing on the advertising logic behind them. This is explored through a practice I call rhythmedia – the way media companies render people, objects and their relations as rhythms and order them for economic purposes. As a case study I examine the way the Facebook Immune System algorithm orchestrates people’s mediated experience towards a desired rhythm while filtering out problematic rhythms. This anti-spam algorithm shows that it is important for (...)
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