算法消费文化

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
M. Airoldi, Joonas Rokka
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引用次数: 14

摘要

本文对算法消费文化进行了概念化,并提供了一个框架,为两个先前相互冲突的理论提供了新的思路:(1)数字化倾向于液化消费文化,从而主要作为一种赋权力量;(2)数字化营销和大数据监控实践倾向于剥夺消费者的所有自主权。通过借鉴算法和人工智能的关键社会理论,我们定义并将现在无处不在的消费算法中介历史化,然后说明自动化系统的不透明性、权威性、非中立性和递归性如何影响个人、集体和市场层面的消费文化。我们建议将“算法清晰度”概念化为辩证的技术-社会过程,使我们能够加强对基于平台的营销人员控制和消费者抵抗的理解。讨论了探索算法消费文化的关键含义和未来途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithmic consumer culture
ABSTRACT This article conceptualizes algorithmic consumer culture, and offers a framework that sheds new light on two previously conflicting theorizations: that (1) digitalization tends to liquefy consumer culture and thus acts primarily as an empowering force, and that (2) digitalized marketing and big data surveillance practices tend to deprive consumers of all autonomy. By drawing on critical social theories of algorithms and AI, we define and historicize the now ubiquitous algorithmic mediation of consumption, and then illustrate how the opacity, authority, non-neutrality, and recursivity of automated systems affect consumer culture at the individual, collective, and market level. We propose conceptualizing “algorithmic articulation” as a dialectical techno-social process that allows us to enhance our understanding of platform-based marketer control and consumer resistance. Key implications and future avenues for exploring algorithmic consumer culture are discussed.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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