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  1. Computational text analysis: Thoughts on the contingencies of an evolving method.Daniel Marciniak - 2016 - Big Data and Society 3 (2).
    Mapping a public discourse with the tools of computational text analysis comes with many contingencies in the areas of corpus curation, data processing and analysis, and visualisation. However, the complexity of algorithmic assemblies and the beauty of resulting images give the impression of ‘objectivity’. Instead of concealing uncertainties and artefacts in order to tell a coherent and all-encompassing story, retaining the variety of alternative assemblies may actually strengthen the method. By utilising the mobility of digital devices, we could create mutable (...)
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  • Opening the black box of data-based school monitoring: Data infrastructures, flows and practices in state education agencies.Annina Förschler & Sigrid Hartong - 2019 - Big Data and Society 6 (1).
    Contributing to a rising number of Critical Data Studies which seek to understand and critically reflect on the increasing datafication and digitalisation of governance, this paper focuses on the field of school monitoring, in particular on digital data infrastructures, flows and practices in state education agencies. Our goal is to examine selected features of the enactment of datafication and, hence, to open up what has widely remained a black box for most education researchers. Our findings are based on interviews conducted (...)
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