A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors

@article{Arif2017ACL,
  title={A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors},
  author={Ahmer Arif and John J. Robinson and Stephanie A. Stanek and Elodie S. Fichet and Paul Townsend and Zena Worku and Kate Starbird},
  journal={Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing},
  year={2017}
}
This paper examines how users of social media correct online rumors during crisis events. Focusing on Twitter, we identify different patterns of information correcting behaviors and describe the actions, motivations, rationalizations and experiences of people who exhibited them. To do this, we analyze digital traces across two separate crisis events and interviews of fifteen individuals who generated some of those traces. Salient themes ensuing from this work help us describe: 1) different… Expand
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References

SHOWING 1-10 OF 55 REFERENCES
How Information Snowballs: Exploring the Role of Exposure in Online Rumor Propagation
TLDR
It is argued that considering the size of the exposed population is a vital component of understanding rumoring, and three distinct approaches to studying rumor dynamics-volume, exposure, and content production are highlighted. Expand
Keeping Up with the Tweet-dashians: The Impact of 'Official' Accounts on Online Rumoring
TLDR
It is suggested that official accounts can help to slow the spread of a rumor by posting a denial, and a complementary perspective to existing studies that use surveys and interviews to characterize the role official accounts play in online rumoring is offered. Expand
Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing
The Boston Marathon bombing story unfolded on every possible carrier of information available in the spring of 2013, including Twitter. As information spread, it was filled with rumorsExpand
Quantifying the invisible audience in social networks
TLDR
This paper combines survey and large-scale log data to examine how well users' perceptions of their audience match their actual audience on Facebook, and finds that social media users consistently underestimate their audience size for their posts. Expand
I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience
TLDR
This article investigates how content producers navigate ‘imagined audiences’ on Twitter, talking with participants who have different types of followings to understand their techniques, including targeting different audiences, concealing subjects, and maintaining authenticity. Expand
Problem Solving in Social Interactions on the Internet: Rumor As Social Cognition
Rumor discourse has been conceptualized as an attempt to reduce anxiety and uncertainty via a process of social sensemaking. Fourteen rumors transmitted on various Internet discussion groups wereExpand
Connected Through Crisis: Emotional Proximity and the Spread of Misinformation Online
TLDR
Salient themes emerging from this study suggest that both physical and emotional proximity to a crisis influence online information seeking and sharing behaviors. Expand
Rumor has it: Identifying Misinformation in Microblogs
TLDR
This paper addresses the problem of rumor detection in microblogs and explores the effectiveness of 3 categories of features: content- based, network-based, and microblog-specific memes for correctly identifying rumors, and believes that its dataset is the first large-scale dataset on rumor detection. Expand
Twitter under crisis: can we trust what we RT?
TLDR
The behavior of Twitter users under an emergency situation is explored and it is shown that it is posible to detect rumors by using aggregate analysis on tweets, and that the propagation of tweets that correspond to rumors differs from tweets that spread news. Expand
Community Intelligence and Social Media Services: A Rumor Theoretic Analysis of Tweets During Social Crises
TLDR
Analysis of citizen-driven information processing through Twitter services using data from three social crises reveals that information with no clear source provided was the most important, personal involvement next in importance, and anxiety the least yet still important rumor causing factor on Twitter under social crisis situations. Expand
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