大数据的乌托邦和乌托邦社会技术想象

Hana Marcetic, Jan Nolin
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摘要

数据女权主义是一种利用女权主义工具和视角来思考和“做”数据的方式,近年来作为围绕数据化的批评话语的一部分出现。本研究的目的是分析和确定在数据研究和数据女权主义领域发表的学术著作语料库中对大数据的共同看法。我们分析了44篇与大数据概念相关的女权主义学术文章。出于本文的目的,我们将这组文本称为数据女权主义,并研究作者如何构建和描述大数据。我们将数据女权主义材料的未来愿景与欧盟委员会的政策进行比较,并探讨它们之间产生的紧张关系。此外,我们探索和描绘从数据女权主义文本中出现的社会和政治选择。这两个语料库都描述了包含大数据的未来,并从不同的角度和对大数据当前角色的不同看法来想象可能的积极结果。我们发现,在数据女权主义语料库中,大数据的社会技术想象比欧盟委员会的想象更丰富、更细致。在数据女权主义者的语料库中,大数据被描述为事物的多样性,经常与持续的权力失衡和重大社会问题有关。欧盟委员会语料库采用了“数据作为资源”的观点来加以利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utopian and Dystopian Sociotechnical Imaginaries of Big Data
Data feminism, a way of thinking about and “doing” data utilizing feminist tools and perspectives, has emerged in recent years as a part of a critical discourse surrounding datafication. The aim of this study is to analyze and identify shared perceptions of big data as expressed in a corpus of scholarly writings published in the domain of data studies and data feminism. We analyzed a set of 44 scholarly texts engaging in feminism concerned with the concept of big data. For the purpose of this article, we refer to this set of texts as data feminism and examine how authors frame and describe big data. We compare future visions in data feminist material with policies by the European Commission and explore what tensions arise among them. Furthermore, we explore and delineate social and political alternatives that emerge from data feminist texts. Both corpora describe futures inclusive of big data and imagine possible positive outcomes from different perspectives and with different ideas of the current role of big data. We found that sociotechnical imaginaries of big data within the data feminist corpus are considerably richer and more nuanced than those of the European Commission. In the data feminist corpus, big data is described as a multiplicity of things and often implicated in perpetuating power imbalances and large societal issues. The European Commission corpus employs the perspective of “data as a resource” to be exploited.
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