语义网实践:基础设施政治与网络的未来

IF 3.1 2区 社会学 Q1 SOCIAL ISSUES Science Technology & Human Values Pub Date : 2024-05-06 DOI:10.1177/01622439241249573
Susan Halford, Mark Weal, Faranak Hardcastle, Nicholas Gibbins, Samantha Pearman-Kanza, Catherine Pope
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引用次数: 0

摘要

在过去的三十年里,网络已经从最初的互联网之上的协议层发展到供 50 多亿人和组织使用。这推动了大量数据的产生,并引发了人们对数字数据政治和计算方法的深切关注。迄今为止,对这些问题的批判性研究主要集中在建立在网络之上的大型商业平台及其对机器学习方法的使用上。与此同时,人们较少关注网络本身的底层设计和协议,以及这些设计和协议如何可能牵涉到同样的过程和问题。我们正在探索如何将网络从一个供人类使用的文档库转变为一个 "语义网",并利用人工智能符号实现跨多种异质数据源的机器推理。原则上,这将改变网络规模的知识生产和流通。我们介绍了一项实验性跨学科研究的结果,该研究探讨了在实现语义网的过程中所涉及的认识论政治和社会物质实践。我们的研究结果将对网络的未来和基于网络的平台的未来产生影响。
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Semantic Web Practices: Infrastructural Politics and the Future of the Web
In the past thirty years, the Web has developed from its inception as a layer of protocols on top of the Internet to use by more than 5 billion people and organizations. This has driven the creation of vast quantities of data and led to deep concerns about the politics of digital data and computational methods. To date, critical investigation of these concerns has focused on large commercial platforms built on top of the Web, and their use of machine learning methods. Meanwhile, less attention has been paid to the underlying design and protocols of Web itself, and how these might be implicated in the very same process and concerns. We explore ongoing endeavors to transform the Web from a library of documents intended for humans to a “semantic Web” using symbolic artificial intelligence to enable machine reasoning across multiple heterogenous data sources. In principle, this would transform the production and circulation of knowledge at Web scale. We present the findings from an experimental, interdisciplinary study exploring the epistemological politics and sociomaterial practices involved in situated accomplishment of the semantic Web. Our findings have consequences for the future of the Web and the future of Web-based platforms.
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来源期刊
CiteScore
7.70
自引率
6.50%
发文量
49
期刊介绍: As scientific advances improve our lives, they also complicate how we live and react to the new technologies. More and more, human values come into conflict with scientific advancement as we deal with important issues such as nuclear power, environmental degradation and information technology. Science, Technology, & Human Values is a peer-reviewed, international, interdisciplinary journal containing research, analyses and commentary on the development and dynamics of science and technology, including their relationship to politics, society and culture.
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