Literature DB >> 34131158

Online hate network spreads malicious COVID-19 content outside the control of individual social media platforms.

N Velásquez1,2, R Leahy1,2, N Johnson Restrepo1,2, Y Lupu2,3, R Sear4, N Gabriel5, O K Jha5, B Goldberg6, N F Johnson7,8,9.   

Abstract

We show that malicious COVID-19 content, including racism, disinformation, and misinformation, exploits the multiverse of online hate to spread quickly beyond the control of any individual social media platform. We provide a first mapping of the online hate network across six major social media platforms. We demonstrate how malicious content can travel across this network in ways that subvert platform moderation efforts. Machine learning topic analysis shows quantitatively how online hate communities are sharpening COVID-19 as a weapon, with topics evolving rapidly and content becoming increasingly coherent. Based on mathematical modeling, we provide predictions of how changes to content moderation policies can slow the spread of malicious content.

Entities:  

Year:  2021        PMID: 34131158     DOI: 10.1038/s41598-021-89467-y

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  9 in total

1.  Combining interventions to reduce the spread of viral misinformation.

Authors:  Joseph B Bak-Coleman; Ian Kennedy; Morgan Wack; Andrew Beers; Joseph S Schafer; Emma S Spiro; Kate Starbird; Jevin D West
Journal:  Nat Hum Behav       Date:  2022-06-23

2.  Digital Strategy and Social Media for Infectious Diseases.

Authors:  Jasmine R Marcelin; Carlos Del Rio; Andrej Spec; Talia H Swartz
Journal:  Clin Infect Dis       Date:  2022-05-15       Impact factor: 20.999

3.  Social Media: Flattening Hierarchies for Women and Black, Indigenous, People Of Color (BIPOC) to Enter the Room Where It Happens.

Authors:  Boghuma K Titanji; Jacinda C Abdul-Mutakabbir; Briana Christophers; Laura Flores; Jasmine R Marcelin; Talia H Swartz
Journal:  Clin Infect Dis       Date:  2022-05-15       Impact factor: 20.999

4.  Examining the impact of sharing COVID-19 misinformation online on mental health.

Authors:  Gaurav Verma; Ankur Bhardwaj; Talayeh Aledavood; Munmun De Choudhury; Srijan Kumar
Journal:  Sci Rep       Date:  2022-05-16       Impact factor: 4.996

5.  Overview of current state of research on the application of artificial intelligence techniques for COVID-19.

Authors:  Vijay Kumar; Dilbag Singh; Manjit Kaur; Robertas Damaševičius
Journal:  PeerJ Comput Sci       Date:  2021-05-26

6.  Vindication, virtue, and vitriol: A study of online engagement and abuse toward British MPs during the COVID-19 pandemic.

Authors:  Tracie Farrell; Genevieve Gorrell; Kalina Bontcheva
Journal:  J Comput Soc Sci       Date:  2020-11-17

7.  Psychological underpinnings of pandemic denial - patterns of disagreement with scientific experts in the German public during the COVID-19 pandemic.

Authors:  Tobias Rothmund; Fahima Farkhari; Carolin-Theresa Ziemer; Flávio Azevedo
Journal:  Public Underst Sci       Date:  2022-02-08

8.  Social media mining under the COVID-19 context: Progress, challenges, and opportunities.

Authors:  Xiao Huang; Siqin Wang; Mengxi Zhang; Tao Hu; Alexander Hohl; Bing She; Xi Gong; Jianxin Li; Xiao Liu; Oliver Gruebner; Regina Liu; Xiao Li; Zhewei Liu; Xinyue Ye; Zhenlong Li
Journal:  Int J Appl Earth Obs Geoinf       Date:  2022-08-19

Review 9.  Stewardship of global collective behavior.

Authors:  Joseph B Bak-Coleman; Mark Alfano; Wolfram Barfuss; Carl T Bergstrom; Miguel A Centeno; Iain D Couzin; Jonathan F Donges; Mirta Galesic; Andrew S Gersick; Jennifer Jacquet; Albert B Kao; Rachel E Moran; Pawel Romanczuk; Daniel I Rubenstein; Kaia J Tombak; Jay J Van Bavel; Elke U Weber
Journal:  Proc Natl Acad Sci U S A       Date:  2021-07-06       Impact factor: 11.205

  9 in total

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