算法环境下的内容创造:系统回顾

IF 2.7 3区 管理学 Q1 ECONOMICS
Yin Liang, Jiaming Li, Jeremy Aroles, Edward Granter
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引用次数: 0

摘要

虽然近年来对平台工作的研究呈指数级增长,但数字平台上创作者和算法之间的权力动态,以及它们在塑造在线可见度方面的作用,尚未得到充分理解。在这种背景下,我们要问:算法力量如何保持其主导地位,并塑造内容创作者的工作性质?通过对算法与内容创造者之间关系的文献进行系统回顾,本文确定了四个核心主题,即:(i)支撑可见性的市场理性;(ii)民间理论导致的潜在权力错位;(iii)通过算法对创造者的新规范控制;(iv)对美好幻想的颠覆。从蒂拉帕尼和威尔莫特的框架中,我们认为,新自由主义编造的幻想证明、认可并最终支持算法在内容创作平台上对创作者的主导地位和动态权力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Content Creation within the Algorithmic Environment: A Systematic Review
While research on platform work has grown exponentially in recent years, the power dynamics between creators and algorithms on digital platforms, as well as their role in shaping online visibility, are yet to be fully understood. Against this backdrop, we ask: How does algorithmic power maintain its dominance and shape the nature of work for content creators? Through a systematic review of the literature on the relationship between algorithms and content creators, this article identified four core themes, namely: (i) market rationality underpinning visibility, (ii) potential power dislocation caused by folk theories, (iii) neo-normative control of creators through algorithms and (iv) subversion of beatific fantasies. Drawing from Tirapani and Willmott’s framework to theorise the power relations framing interactions between algorithms and creators, we argue that the fantasies fabricated by neoliberalism justify, endorse and ultimately support the dominance and dynamic power of algorithms over creators in content creative platforms.
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来源期刊
CiteScore
7.90
自引率
13.50%
发文量
80
期刊介绍: Work, Employment and Society (WES) is a leading international peer reviewed journal of the British Sociological Association which publishes theoretically informed and original research on the sociology of work. Work, Employment and Society covers all aspects of work, employment and unemployment and their connections with wider social processes and social structures. The journal is sociologically orientated but welcomes contributions from other disciplines which addresses the issues in a way that informs less debated aspects of the journal"s remit, such as unpaid labour and the informal economy.
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