Information Diffusion or Deviation? An Exponential Random Graph Model of Activism Against Discrimination on Airbnb

Yao‐Tai Li, Mingming Cheng, Muchazondida Mkono
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Abstract

This study examines the information diffusion of “Airbnb discrimination” and related digital activism on Twitter. The model-based inferential network analysis shows a hub-and-spoke network that is loosely connected, indicating that the diffusion network of Airbnb discrimination includes various issues (e.g., antisemitism). The retweet network mirrors the existing offline relationship of users (e.g., those who support opinion leaders of antisemitism), demonstrating a core–periphery structure during the information diffusion process. This study not only empirically tested the retweet relationships but also provided theoretical explanations on how these relationships form through the notion of curative logic and two step information flow theory. The findings of this research challenge the widely accepted assumption about social media that “the more users share, the more people will see.”
信息扩散还是偏离?爱彼迎反歧视行动主义的指数随机图模型
本研究考察了Twitter上“爱彼迎歧视”的信息传播及其相关的数字行动主义。基于模型的推理网络分析显示了一个松散连接的轮辐网络,表明Airbnb歧视的扩散网络包含了各种问题(如反犹主义)。转发网络反映了现有的用户(如支持反犹太主义意见领袖的用户)的线下关系,在信息扩散过程中呈现出核心-外围结构。本研究不仅对转发关系进行了实证检验,还通过治疗逻辑和两步信息流理论对转发关系的形成进行了理论解释。这项研究的发现挑战了人们普遍接受的关于社交媒体的假设,即“用户分享的越多,人们看到的就越多”。
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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