Acta Scientific Orthopaedics (ISSN: 2581-8635)

Research Article Volume 6 Issue 3

Biostatistical Models of Breaking the "Scream Effect" and "Echo Chamber Effect”

Bin Zhao1* and Tongxi Yu2

1School of Science, Hubei University of Technology, Wuhan, Hubei, China
2University of California, Santa Barbara, CA, USA

*Corresponding Author: Bin Zhao, School of Science, Hubei University of Technology, Wuhan, Hubei, China.

Received: December 02, 2022; Published: February 07, 2023

Abstract

This paper establishes a biostatistical model to describe the generation mechanism of neutral consensus and opinion polarization, explores the formation mechanism of the "screaming effect", "echo chamber effect" and "information cocoon room", and studies how to use reasonable strategies to avoid "Screaming effect" and "echo chamber effect” according to the biostatistical model built.

Keywords: Screaming Effect; Echo Chamber Effect; Information Cocoon

References

  1. Cinelli, Matteo., et al. "The Echo Chamber Effect on Social Media.” Proceedings of the National Academy of Sciences - PNAS9 (2021).
  2. Wang Dandan and Yuxing “Echo Chamber Effect in Rumor Rebuttal Discussions About COVID-19 in China: Social Media Content and Network Analysis Study”. Journal of Medical Internet Research 23.3 (2021): e27009-e27009.
  3. “Quantifying Echo Chamber Effects in Information Spreading over Political Communication Networks.” EPJ Data Science 8.1 (2019): 1-13.
  4. Liu Wei and Wei Zhou. “Research on Solving Path of Negative Effect of “Information Cocoon Room” in Emergency.” Discrete Dynamics in Nature and Society 2022 (2022): 1-12.
  5. Gossart Cédric. "Can digital technologies threaten democracy by creating information cocoons?" Transforming Politics and Policy in the Digital Age. IGI Global (2014): 145-154.
  6. Peng Hanqi and Chang Liu. "Breaking the Information Cocoon: When Do People Actively Seek Conflicting Information?" Proceedings of the Association for Information Science and Technology 1 (2021): 801-803.
  7. Guess Andrew., et al. "Avoiding the echo chamber about echo chambers”. Knight Foundation 2 (2018): 1-25.

Citation

Citation: Bin Zhao and Tongxi Yu. “Biostatistical Models of Breaking the "Scream Effect" and "Echo Chamber Effect””. Acta Scientific Orthopaedics 6.3 (2023): 41-52.

Copyright

Copyright: © 2023 Bin Zhao and Tongxi Yu. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.




Metrics

Acceptance rate33%
Acceptance to publication20-30 days

Indexed In



News and Events


  • Certification for Review
    Acta Scientific certifies the Editors/reviewers for their review done towards the assigned articles of the respective journals.
  • Submission Timeline for Upcoming Issue
    The last date for submission of articles for regular Issues is November 25, 2024.
  • Publication Certificate
    Authors will be issued a "Publication Certificate" as a mark of appreciation for publishing their work.
  • Best Article of the Issue
    The Editors will elect one Best Article after each issue release. The authors of this article will be provided with a certificate of "Best Article of the Issue"
  • Welcoming Article Submission
    Acta Scientific delightfully welcomes active researchers for submission of articles towards the upcoming issue of respective journals.

Contact US