Shifting platform values in community guidelines: Examining the evolution of TikTok’s governance frameworks

Ngai Keung Chan, C. Su, Alexis Shore
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Abstract

Social media can establish governance frameworks for their users through public-facing documents and policies. Such governance frameworks are value-laden and embody platform values. As a newly dominant platform in the United States, TikTok serves as an exemplary medium to study the evolution of platform values. Based on the iterations of TikTok’s Community Guidelines from 2018 to 2022 ( N = 25,641), we conducted longitudinal lexical analyses to determine changes in their structure and value salience. Then, through network analysis, we demonstrated how values co-exist by constructing co-occurrence networks. Our results reveal that the lexical complexity and value interconnection of these policies have increased over time. Certain values are more central in the networks than others (e.g. privacy, safety, and fairness), which may be attributed to a public outcry for change. The evolution of TikTok’s governance frameworks follows three mechanisms (mediation, reversion, and founding paths) in shaping the core-periphery structures of platform values.
社区指南中平台价值的转变:研究TikTok治理框架的演变
社交媒体可以通过面向公众的文档和政策为用户建立治理框架。这样的治理框架承载着价值,并体现了平台价值。作为美国新兴的主导平台,TikTok是研究平台价值演变的典型媒介。基于2018年至2022年(N = 25641) TikTok社区指南的迭代,我们进行了纵向词法分析,以确定其结构和价值显著性的变化。然后,通过网络分析,我们通过构建共现网络来论证价值观是如何共存的。我们的研究结果表明,这些策略的词汇复杂性和价值互连随着时间的推移而增加。某些价值观在网络中比其他价值观更重要(例如隐私、安全和公平),这可能归因于公众对变革的强烈抗议。TikTok治理框架的演变遵循三种机制(中介、回归和创始路径)来塑造平台价值的核心-外围结构。
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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