Spotlight Tweets: A Lens for Exploring Attention Dynamics within Online Sensemaking During Crisis Events

Author:

Zhou Kaitlyn1ORCID,Wilson Tom2ORCID,Starbird Kate2ORCID,Spiro Emma S.2ORCID

Affiliation:

1. Stanford University

2. University of Washington

Abstract

In this article, we introduce the concept of a spotlight social media post —a post that receives an unexpected burst of attention—and explore how such posts reveal salient aspects of online collective sensemaking and attention dynamics during a crisis event. Specifically, we examine the online conversation surrounding a false missile alert in Hawaii in January 2018. Through a mixed-methods analysis and visualizations, our research uncovers mechanisms that lead to rapid attention gains, such as spotlighting —when a user with existing influence confers attention by sharing others’ content with their audience. We highlight how spotlight social media posts (specifically spotlight tweets ) are distinct from other heavily shared content and that they offer insight into previously overlooked patterns in information exchange. We additionally reveal that attention dynamics may alter the social position of spotlight post authors immediately afterward (and possibly in the long term). We argue that spotlight social media posts offer a productive window for understanding online collective sensemaking, and we discuss how this can inform social media platform design and serve as a basis of future research.

Funder

National Science Foundation

Stanford Graduate Fellowship

Publisher

Association for Computing Machinery (ACM)

Subject

General Medicine

Reference91 articles.

1. Ahmer Arif, Kelley Shanahan, Fang-Ju Chou, Yoanna Dosouto, Kate Starbird, and Emma S. Spiro. 2016. How information snowballs: Exploring the role of exposure in online rumor propagation. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW’16). ACM, New York, NY, 466–477. 10.1145/2818048.2819964

2. Eytan Bakshy, Jake M. Hofman, Winter A. Mason, and Duncan J. Watts. 2011. Everyone’s an influencer: Quantifying influence on Twitter. In Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM’11). ACM, New York, NY, 65–74. 10.1145/1935826.1935845

3. Streams of content, limited attention: The flow of information through social media.;Boyd Danah;EDUCAUSE Review,2010

4. Danah Boyd, Scott Golder, and Gilad Lotan. 2010. Tweet, tweet, retweet: Conversational aspects of retweeting on Twitter. In Proceedings of the 2010 43rd Hawaii International Conference on System Sciences. IEEE, Los Alamitos, CA, 1–10. 10.1109/HICSS.2010.412

5. Digital gatekeeping: News media versus social media;Bro Peter;Digital Journalism,2014

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Post-Spotlight Posts: The Impact of Sudden Social Media Attention on Account Behavior;Computer Supported Cooperative Work and Social Computing;2023-10-14

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3