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Online Xenophobic Behavior Amid the COVID-19 Pandemic: A Commentary

Published: 17 November 2020 Publication History

Abstract

The COVID-19 pandemic has developed to be more than a bio-crisis as global news has reported a sharp rise in xenophobia and discrimination in online and offline communities. This commentary discusses the deterrence policies and automated content moderation technology to curb the spread of online xenophobic behaviors. We suggested some potential exploration areas where multiple stakeholders can come together to address the online xenophobic issues amid the COVID-19 pandemic.

References

[1]
UN News. 2020. COVID-19 stoking xenophobia, hate and exclusion, minority rights expert warns. UN News. Retrieved October 19, 2020 from https://news.un.org/en/story/2020/03/1060602.
[2]
Md. Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, and Sandra Mitrović. 2020. On analyzing annotation consistency in online abusive behavior datasets. arXiv:2006.13507
[3]
Pinkesh Badjatiya, Manish Gupta, and Vasudeva Varma. 2019. Stereotypical bias removal for hate speech detection task using knowledge-based generalizations. In Proceedings of the World Wide Web Conference. 49--59.
[4]
Bloomberg. 2019. Twitter, Facebook Join Global Pledge to Fight Hate Speech Online. Retrieved February 11, 2020 from https://www.bloomberg.com/news/articles/2019-05-15/macron-ardern-to-meet-twitter-facebook-google-on-hate-speech.
[5]
Canada Criminal Code. n.d. Section 318-319.
[6]
Rui Cao, Roy Ka-Wei Lee, and Tuan-Anh Hoang. 2020. DeepHate: Hate speech detection via multi-faceted text representations. In Proceedings of the 12th ACM Conference on Web Science. 11--20.
[7]
Delan Devakumar, Geordan Shannon, Sunil S. Bhopal, and Ibrahim Abubakar. 2020. Racism and discrimination in COVID-19 responses. Lancet 395, 10231 (2020), 1194.
[8]
Facebook. n.d. Hate Speech. Retrieved February 11, 2020 from https://www.facebook.com/communitystandards/hate_speech.
[9]
Jason Faulkner, Mark Schaller, Justin H. Park, and Lesley A. Duncan. 2004. Evolved disease-avoidance mechanisms and contemporary xenophobic attitudes. Group Processes 8 Intergroup Relations 7, 4 (2004), 333--353.
[10]
Paula Fortuna and Sérgio Nunes. 2018. A survey on automatic detection of hate speech in text. ACM Computing Surveys 51, 4 (2018), 1--30.
[11]
Björn Gambäck and Utpal Kumar Sikdar. 2017. Using convolutional neural networks to classify hate-speech. In Proceedings of the 1st Workshop on Abusive Language Online. 85--90.
[12]
Cherian George. 2015. Hate speech law and policy. In International Encyclopedia of Digital Communication and Society. Wiley Blackwell-ICA, 1--10.
[13]
Jeffrey W. Howard. 2019. Free speech and hate speech. Annual Review of Political Science 22 (2019), 93--109.
[14]
Ellie Keen, Mara Georgescu, and Rui Gomes. 2016. Bookmarks: Manual for Combating Hate Speech Online Through Human Rights Education. COE.
[15]
Xiaofeng Liao and Zhiming Zhao. 2019. Unsupervised approaches for textual semantic annotation, a survey. ACM Computing Surveys 52, 4 (2019), 1--45.
[16]
Howard Markel. 1999. When germs travel. American Scholar 68, 2 (1999), 61--69.
[17]
Binny Mathew, Ritam Dutt, Pawan Goyal, and Animesh Mukherjee. 2019. Spread of hate speech in online social media. In Proceedings of the 10th ACM Conference on Web Science. 173--182.
[18]
Puja Mehta, Daniel F. McAuley, Michael Brown, Emilie Sanchez, Rachel S. Tattersall, and Jessica J. Manson. 2020. COVID-19: Consider cytokine storm syndromes and immunosuppression. Lancet 395, 10229 (2020), 1033--1034.
[19]
United Nations. n.d. COVID-19 Stoking Xenophobia, Hate and Exclusion, Minority Rights Expert Warns. Retrieved July 14, 2020 from https://news.un.org/en/story/2020/03/1060602.
[20]
United Nations. n.d. COVID-19: UN Counters Pandemic-Related Hate and Xenophobia. Retrieved July 14, 2020 from https://www.un.org/en/coronavirus/covid-19-un-counters-pandemic-related-hate-and-xenophobia.
[21]
United Nations. n.d. United Nations Guidance Note on Addressing and Countering COVID-19 Related Hate Speech. Retrieved July 14, 2020 from https://www.un.org/en/genocideprevention/documents/Guidance%20on%20COVID-19%20related%20Hate%20Speech.pdf.
[22]
Kunal Relia, Zhengyi Li, Stephanie H. Cook, and Rumi Chunara. 2019. Race, ethnicity and national origin-based discrimination in social media and hate crimes across 100 US cities. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 13. 417--427.
[23]
Leonard Schild, Chen Ling, Jeremy Blackburn, Gianluca Stringhini, Yang Zhang, and Savvas Zannettou. 2020. “Go eat a bat, Chang!”: An early look on the emergence of sinophobic behavior on web communities in the face of COVID-19. arXiv:2004.04046
[24]
Anna Schmidt and Michael Wiegand. 2017. A survey on hate speech detection using natural language processing. In Proceedings of the 5th International Workshop on Natural Language Processing for Social Media. 1--10.
[25]
Egyptian Streets. 2020. In the Wake of COVID-19, Egypt’s Asians Fall Victim to Racism. Retrieved July 16, 2020 from https://egyptianstreets.com/2020/04/15/in-the-wake-of-covid-19-egypts-asians-fall-victim-to-racism/.
[26]
Times. 2019. Facebook Says It’s Removing More Hate Speech Than Ever Before. But There’s a Catch. Retrieved February 11, 2020 from https://time.com/5739688/facebook-hate-speech-languages/.
[27]
Egypt Today. 2020. One of 3 Men Who Bullied Chinese Person as ‘Corona’ Arrested. Retrieved July 16, 2020 from https://www.egypttoday.com/Article/1/82524/One-of-3-men-who-bullied-Chinese-person-as-corona.
[28]
Twitter. n.d. Hateful Conduct Policy. Retrieved February 11, 2020 from https://help.twitter.com/en/rules-and-policies/hateful-conduct-policy.
[29]
Zeerak Waseem and Dirk Hovy. 2016. Hateful symbols or hateful people? Predictive features for hate speech detection on Twitter. In Proceedings of the NAACL Student Research Workshop. 88--93.
[30]
Matthew Williams. 2019. The Connection Between Online Hate Speech and Real-World Hate Crime. Retrieved February 11, 2020 from https://blog.oup.com/2019/10/connection-between-online-hate-speech-real-world-hate-crime/.
[31]
Savvas Zannettou, Jason Baumgartner, Joel Finkelstein, Alex Goldenberg, John Farmer, John K. Donohue, and Paul Goldenberg. 2020. Weaponized Information Outbreak: A Case Study on COVID-19, Bioweapon Myths, and the Asian Conspiracy Meme. Technical Report. Network Contagion Research Institute.
[32]
Caleb Ziems, Bing He, Sandeep Soni, and Srijan Kumar. 2020. Racism is a virus: Anti-Asian hate and counterhate in social media during the COVID-19 crisis. arXiv:2005.12423

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Published In

cover image Digital Government: Research and Practice
Digital Government: Research and Practice  Volume 2, Issue 1
COVID-19 Commentaries
January 2021
116 pages
EISSN:2639-0175
DOI:10.1145/3434277
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 17 November 2020
Online AM: 30 October 2020
Accepted: 01 October 2020
Revised: 01 August 2020
Received: 01 July 2020
Published in DGOV Volume 2, Issue 1

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  1. Social media
  2. hate speech
  3. xenophobic behavior

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  • (2024)Manifestations of xenophobia in AI systemsAI & SOCIETY10.1007/s00146-024-01893-4Online publication date: 21-Mar-2024
  • (2023)Kann künstliche Intelligenz vor Hatespeech schützen?API Magazin10.15460/apimagazin.2023.4.2.1474:2Online publication date: 29-Jun-2023
  • (2023)Hate Speech online: Hartknäckiges Phänomen und interdisziplinärer ForschungsgegenstandDigitale Hate Speech10.1007/978-3-662-65964-9_1(1-14)Online publication date: 28-Apr-2023
  • (2021)The Education for Patriotism in Post-Pandemic China: The CCP’s Approach to “Psychological Insecurity” in FocusHuman Security in China10.1007/978-981-16-4675-1_5(107-132)Online publication date: 21-Oct-2021
  • (2021)Co‐brand partnerships making space for the next black girl: Backlash in social justice brandingPsychology & Marketing10.1002/mar.2156638:12(2314-2326)Online publication date: 5-Aug-2021

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