讲座:Algorithmic Attention and Content Creation on Social Media Platforms 发布时间:2025-12-10

题    目:Algorithmic Attention and Content Creation on Social Media Platforms

嘉    宾:李飞 教授  北卡罗来纳大学

主持人: 陆卓然 助理教授 上海交通大学安泰经济与管理学院

时    间:2025年12月15日(周一)14:00-15:30

地    点:  上海交通大学徐汇校区安泰经济与管理学院A511

内容简介:

This paper develops a theory framework to examine how an ads-funded social media platform allocates attention through recommendation algorithms and how this in turn shapes content creation and consumption. Producers, heterogeneous in ability to create contents, are one side of the platform while consumers, heterogeneous in appreciating the contents, are the other side. The optimal algorithm filters out low-ability producers but guarantees a minimal readership for those who produce, while propagating viral content for high-ability ones. The algorithm deliberately assigns excessive attention in unprofitable matches so as to leverage the two-sided network effect. We show the source of the inefficiencies of the algorithm by contrasting it with a welfare-maximizing benchmark. User privacy protection benefits the consumers but may hurt the producers.

演讲人简介:

李飞,宾夕法尼亚大学经济学博士,现任北卡罗来纳大学教堂山分校经济学教授,Rand Journal of Economics副主编。主要研究方向为应用微观经济理论以及产业组织。近期主要研究兴趣包括信息设计,中间商的理论和实证分析,以及动态博弈理论在产业组织中的应用。他的学术作品见于 Review of Economic Studies, Journal of Finance, American Economic Journal: Microeconomics, Games and Economic Behavior, International Economic Review, Journal of Economic Theory, Rand Journal of Economics, Theoretical Economics 以及《经济研究》等期刊。他的论文 Star Ratings and the Incentives of Mutual Funds 曾获得中国信息经济学2020优秀成果奖。

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