Statistics on social media bot use and detection

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SUMMARY

This discussion focuses on the impact of social media bots on communication and credibility in digital spaces. Participants highlight the dual role of bots as both facilitators of information dissemination and potential sources of misinformation. Key statistics and studies are referenced, including works from sources like arXiv and the University of Warwick, which explore the prevalence and detection of these bots. The consensus is that as social media becomes increasingly manipulated by automated systems, its reliability and value are significantly diminished.

PREREQUISITES
  • Understanding of social media dynamics and user interaction
  • Familiarity with automated systems and AI applications
  • Knowledge of misinformation and credibility assessment in digital media
  • Basic research skills to analyze academic papers and statistics
NEXT STEPS
  • Research the impact of social media bots on public opinion using statistical analysis tools
  • Explore methods for detecting social media bots, such as machine learning algorithms
  • Investigate the cultural implications of misinformation spread by bots
  • Study the effectiveness of current prevention strategies against bot-driven misinformation
USEFUL FOR

Researchers, social media analysts, digital marketers, and anyone interested in understanding the implications of automated systems on social communication and credibility.

Michael27
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I am currently doing some research on the impact of social media bots. I am looking into the social and cultural aspects of bot use in social media.
The technology I have under wraps but I do not have much information on the social aspect and impact of bot use. I also like to find some statistics on use, detection and prevention.
My premise is that social media is becoming the next electronic garbage spam dump next to email. (If not already so)
Besides this I would like to do some credibility study on the perceived news the bots spam. How credible does news look if it is coming from bots? (regardless if it is true or not)This is some of the information I have found so far. (just a small list but have many more examples but not so much on the social impact or cultural impact.
http://www.cs.wm.edu/~hnw/paper/tdsc12b.pdf
https://arxiv.org/pdf/1407.5225.pdf
https://socialnetworks.mpi-sws.org/papers/TwitterBots_ASONAM15.pdf
http://markusstrohmaier.info/documents/2012_MSM12_socialbots.pdf
http://www.nickdiakopoulos.com/wp-content/uploads/2011/07/newsbots_final.pdf
 
Computer science news on Phys.org
What do you mean by social media bots? Programs that auto post?
 
Greg Bernhardt said:
What do you mean by social media bots? Programs that auto post?

Social Media bots are automated systems (AI or Expert Systems) that monitor communications and perform tasks based on their programming. This can be as simple as copy the message to other media or people to elaborate actions including the (not so) subtle change of wording in the original message, or even reacting on the 'news'.
As social media becomes less and less reliable, as it is manipulated by automated entities with agenda's of their own (you can pretty much figure out who benefits the most with this kind of manipulations, the value of such media diminishes or even becomes useless.
 
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