Habitual Generation of Filter Bubbles: Why is Algorithmic Personalisation Problematic for the Democratic Public Sphere?

J. Kaluža
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引用次数: 6

Abstract

In the last decade, digital filter bubbles have become widely discussed phenomena in different fields within the broader discipline of media and communication studies. This paper focuses on the question of why they are problematic for the functioning of the public sphere. This paper argues that algorithmic personalisation can lead to the fragmentation, polarisation, and radicalisation of the public sphere because of the complex relationship between human agency and technology that mutually encourage one another through habitual adaptation. Through the concept of habit, such theoretical grounding enables a critique of existing empirical research regarding the filter bubble effect, with the argument that the main problem is not information isolation or the reduced accessibility/visibility of selected content, but the habitual adaptation of content to individual users, which can explain why users stick to certain content. The article concludes with the finding that the problem of algorithmic personalisation should be studied as a broader historic phenomenon indicative of the decline of the public sphere, which is itself caused by the conflict between public and commercial interests.
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过滤泡沫的习惯性生成:为什么算法个性化问题在民主党公共领域很难解决?
在过去的十年里,数字滤波器泡沫已经成为媒体和传播研究这一更广泛学科中不同领域广泛讨论的现象。本文的重点是为什么它们对公共领域的运作有问题。本文认为,算法个性化可能导致公共领域的碎片化、两极分化和激进化,因为人类能动性和技术之间的复杂关系通过习惯性适应相互鼓励。通过习惯的概念,这种理论基础可以对现有的关于过滤泡沫效应的实证研究进行批判,认为主要问题不是信息隔离或所选内容的可访问性/可见性降低,而是内容对个人用户的习惯性适应,这可以解释用户为什么坚持某些内容。文章的结论是,算法个性化问题应该作为一个更广泛的历史现象来研究,这表明公共领域的衰落,而公共领域的衰退本身是由公共利益和商业利益之间的冲突引起的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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