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Emotional Asymmetry: How Weibo Celebrities Navigate Public Sentiment in Online Public Events
发布日期:2026-04-14 15:12:05  发布者:范颖

时间:20264229:00

地点:恕园25号楼106

主讲内容:

This study investigates the platform-mediated dynamics of emotional asymmetry between Weibo celebrities and the public during online public events. Moving beyond the linear model of affective influence, we conceptualize emotional asymmetry as a systematic disconnect between the expressed effect of influencers and the aggregated emotional response of the public, a process actively shaped by platform architectures. Employing a paired sentiment analysis approach, we examined 154 high-engagement posts from 30 top-tier celebrities and their 19,640 replies using the BosonNLP toolkit in Python. Findings reveal that celebrity discourse is predominantly negative (69.5%) and strategically employs multimodal expression, hashtag linkage, identity appeals, and rhetorical reinforcement to mobilize sentiment. Crucially, public response exhibits significant asymmetry: negative posts often trigger emotional compensation (56.6% positive replies), while positive posts can induce cognitive dissonance (25.07% mild-negative replies). This asymmetry is not merely psychological but is platformed, mediated by Weibos algorithmic visibility logic which prioritizes certain affective expressions. The study contributes to digital public sphere theory by foregrounding the recursive, platform-driven nature of emotional mobilization, offering critical insights for platform governance and affective literacy in an era of algorithmically curated sentiment.

主讲人简介:

袁周敏,博士,南京大学教授,博士生导师。入选江苏省紫金文化社科英才;江苏省“333高层次人才培养工程”。主持完成国家社科重点项目、一般项目各1项、中国博士后科学基金特别资助项目1项。完成教育部、省厅等项目若干。出版著作3部。曾获得江苏省哲学社会科学优秀成果奖二等奖、三等奖。发表SSCICSSCI等检索高质量论文80余篇。《当代中国话语研究》副主编;Journal of Multicultural DiscoursesTaylor & Francis)编委。美国科罗拉多大学(博尔德)访问学者(201402-201502)。获批主持第三批国家一流课程1门。国家高等教育智慧教育平台/中国大学慕课在线开放课程《语言与生活:语用学导论》、《语言科学与艺术》负责人。中国逻辑学会语用学专业委员会副主任委员。

学术预告

Emotional Asymmetry: How Weibo Celebrities Navigate Public Sentiment in Online Public Events

范颖 · 2026-04-14

时间:20264229:00

地点:恕园25号楼106

主讲内容:

This study investigates the platform-mediated dynamics of emotional asymmetry between Weibo celebrities and the public during online public events. Moving beyond the linear model of affective influence, we conceptualize emotional asymmetry as a systematic disconnect between the expressed effect of influencers and the aggregated emotional response of the public, a process actively shaped by platform architectures. Employing a paired sentiment analysis approach, we examined 154 high-engagement posts from 30 top-tier celebrities and their 19,640 replies using the BosonNLP toolkit in Python. Findings reveal that celebrity discourse is predominantly negative (69.5%) and strategically employs multimodal expression, hashtag linkage, identity appeals, and rhetorical reinforcement to mobilize sentiment. Crucially, public response exhibits significant asymmetry: negative posts often trigger emotional compensation (56.6% positive replies), while positive posts can induce cognitive dissonance (25.07% mild-negative replies). This asymmetry is not merely psychological but is platformed, mediated by Weibos algorithmic visibility logic which prioritizes certain affective expressions. The study contributes to digital public sphere theory by foregrounding the recursive, platform-driven nature of emotional mobilization, offering critical insights for platform governance and affective literacy in an era of algorithmically curated sentiment.

主讲人简介:

袁周敏,博士,南京大学教授,博士生导师。入选江苏省紫金文化社科英才;江苏省“333高层次人才培养工程”。主持完成国家社科重点项目、一般项目各1项、中国博士后科学基金特别资助项目1项。完成教育部、省厅等项目若干。出版著作3部。曾获得江苏省哲学社会科学优秀成果奖二等奖、三等奖。发表SSCICSSCI等检索高质量论文80余篇。《当代中国话语研究》副主编;Journal of Multicultural DiscoursesTaylor & Francis)编委。美国科罗拉多大学(博尔德)访问学者(201402-201502)。获批主持第三批国家一流课程1门。国家高等教育智慧教育平台/中国大学慕课在线开放课程《语言与生活:语用学导论》、《语言科学与艺术》负责人。中国逻辑学会语用学专业委员会副主任委员。