论文标题
将股票变成模因:一个数据集,以了解社会社区如何推动华尔街
Turning Stocks into Memes: A Dataset for Understanding How Social Communities Can Drive Wall Street
论文作者
论文摘要
谁实际上表达了在Reddit上购买GameStop股票的意图?是什么说服人们购买股票?人们是否说服支持协调计划,以不利影响华尔街投资者?有关理解意图的现有文献主要依赖于调查和自我报告。但是,这些方法论存在局限性。因此,在本文中,我们开发了一个以GameStop现象为中心的通信数据集,以分析R/Wallstreetbets社区中用于购买(或不购买)股票的订户意图行为。同样,我们策划了一个数据集,以更好地了解意图如何与用户对GameStop社区协调行动的一般支持相互作用。总体而言,我们的数据集可以通过采用通用语言和叙述来为社会科学家提供有关在线购买社会运动的有说服力的能力的见解。警告:本文包含Reddit的R/Wallstreetbets subreddit上通常出现的令人反感的语言。
Who actually expresses an intent to buy GameStop shares on Reddit? What convinces people to buy stocks? Are people convinced to support a coordinated plan to adversely impact Wall Street investors? Existing literature on understanding intent has mainly relied on surveys and self reporting; however there are limitations to these methodologies. Hence, in this paper, we develop an annotated dataset of communications centered on the GameStop phenomenon to analyze the subscriber intentions behaviors within the r/WallStreetBets community to buy (or not buy) stocks. Likewise, we curate a dataset to better understand how intent interacts with a user's general support towards the coordinated actions of the community for GameStop. Overall, our dataset can provide insight to social scientists on the persuasive power to buy into social movements online by adopting common language and narrative. WARNING: This paper contains offensive language that commonly appears on Reddit's r/WallStreetBets subreddit.