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Gun Culture in Fringe Social Media (2403.09254v2)

Published 14 Mar 2024 in cs.SI, cs.CY, and physics.soc-ph

Abstract: The increasing frequency of mass shootings in the United States has, unfortunately, become a norm. While the issue of gun control in the US involves complex legal concerns, there are also societal issues at play. One such social issue is so-called "gun culture," i.e., a general set of beliefs and actions related to gun ownership. However relatively little is known about gun culture, and even less is known when it comes to fringe online communities. This is especially worrying considering the aforementioned rise in mass shootings and numerous instances of shooters being radicalized online. To address this gap, we explore gun culture on /k/, 4chan's weapons board. More specifically, using a variety of quantitative techniques, we examine over 4M posts on /k/ and position their discussion within the larger body of theoretical understanding of gun culture. Among other things, our findings suggest that gun culture on /k/ covers a relatively diverse set of topics (with a particular focus on legal discussion), some of which are signals of fetishism.

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References (59)
  1. Aizenman, N. 2023. Gun violence deaths: How the U.S. compares with the rest of the world. https://www.npr.org/sections/goatsandsoda/2021/03/24/9808 38151/gun-violence-deaths-how-the-u-s-compares-to-the-rest-of-the-world.
  2. Angelov, D. 2020. Top2vec: Distributed representations of topics. arXiv preprint arXiv:2008.09470.
  3. Austin, M. W. 2020. God and Guns in America. Wm. B. Eerdmans Publishing.
  4. After Sandy Hook Elementary: A year in the gun control debate on Twitter. arXiv preprint arXiv:1610.02060.
  5. Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment, 2008(10): P10008.
  6. Bright, C. L. 2022. The Problem of Gun Violence in the United States. Social Work Research, 46(3): 183–184.
  7. Butters, A. M. 2022. Firearms Fetishism in Texas: Entanglements of Gun Imaginaries and Belief. In Up in Arms: Gun Imaginaries in Texas, 191–220. Brill.
  8. Church, K. W. 2017. Word2Vec. Natural Language Engineering, 23(1): 155–162.
  9. The Buffalo supermarket shooting suspect allegedly posted an apparent manifesto repeatedly citing ’great replacement’ theory. https://www.nbcnews.com/news/us-news/buffalo-supermarket-shooting-suspect-posted-apparent-manifesto-repeate-rcna28889.
  10. Right-wing extremists’ persistent online presence: History and contemporary trends.
  11. Gun violence. Current Opinion in Psychology, 19: 109–112.
  12. Dawson, J. 2019. Shall not be infringed: how the NRA used religious language to transform the meaning of the Second Amendment. Palgrave Communications, 5(1).
  13. DeAngelis, F. 2018. Mass shootings in America: Understanding the debates, causes, and responses. ABC-CLIO.
  14. DiPippa, J. 2014. God and guns: The free exercise of religion problems of regulating guns in churches and other houses of worship. Marq. L. Rev., 98: 1103.
  15. Emel, J. 1995. Are you man enough, big and bad enough? Ecofeminism and wolf eradication in the USA. Environment and Planning D: Society and Space, 13(6): 707–734.
  16. Enten, H. 2018. There’s a gun for every American. But less than a third own guns, 15(2): 2018.
  17. The measurement of interrater agreement. Statistical methods for rates and proportions, 2(212-236): 22–23.
  18. The effect of collective attention on controversial debates on social media. In Proceedings of the 2017 ACM on Web Science Conference, 43–52.
  19. Impact of the Las Vegas Mass Shooting Event on the Graduate Medical Education Mission: Can There Be Growth from Tragedy? WestJEM Full-text issue, 24.
  20. Violent Death Rates: The US Compared with Other High-income OECD Countries, 2010. The American Journal of Medicine, 129(3): 266–273.
  21. Grootendorst, M. 2022. BERTopic: Neural topic modeling with a class-based TF-IDF procedure. arXiv preprint arXiv:2203.05794.
  22. Hallowell IV, M. L. 2023. Illustrated Firearms Dictionary. https://www.hallowellco.com/abbrevia.htm.
  23. Henigan, D. A. 2016. ” Guns Don’t Kill People, People Kill People”: And Other Myths About Guns and Gun Control. Beacon Press.
  24. Kek, Cucks, and God Emperor Trump: A Measurement Study of 4chan’s Politically Incorrect Forum and Its Effects on the Web. In Eleventh International AAAI Conference on Web and Social Media.
  25. Hofstadter, R. 1970. America as a Gun Culture. https://www.americanheritage.com/america-gun-culture.
  26. Fasttext. zip: Compressing text classification models. arXiv preprint arXiv:1612.03651.
  27. Gun ownership and social gun culture. Injury prevention, 22(3): 216–220.
  28. Kaplan, L. J. 2006. Cultures of fetishism. Springer.
  29. King, C. R. 2007. Arming desire: The sexual force of guns in the United States. Open fire: Understanding global gun cultures, 87–97.
  30. Kohn, A. A. 2004. Shooters: Myths and realities of America’s gun cultures. Oxford University Press.
  31. Events and controversies: Influences of a shocking news event on information seeking. In Proceedings of the 24th international conference on World Wide Web, 614–624.
  32. Whose advantage? Measuring attention dynamics across YouTube and Twitter on controversial topics. In Proceedings of the International AAAI Conference on Web and Social Media, volume 16, 573–583.
  33. Lemieux, F. 2014. Effect of Gun Culture and Firearm Laws on Gun Violence and Mass Shootings in the United States: A Multi-Level Quantitative Analysis. International Journal of Criminal Justice Sciences, 9(1).
  34. Littlefield, J. 2010. Men on the hunt: Ecofeminist insights into masculinity. Marketing Theory, 10(1): 97–117.
  35. Socialization into consumer culture: Hunters learning to be men. Consumption Markets & Culture, 14(4): 333–360.
  36. Lopez, G. 2018. America’s unique gun violence problem, explained in 17 maps and charts. Vox. Retrived from https://www. vox. com/policy-and-politics/2017/10/2/16399418/us-gun-violence-statistics-maps-charts.
  37. Luckham, R. 1984. Armament culture. Alternatives, 10(1): 1–44.
  38. Modeling political activism around gun debate via social media. Transactions on Social Computing, 5(1-4): 1–28.
  39. Gun culture in action. Social problems, 66(1): 3–27.
  40. NRA, S. 2022. Which Ammunition For Which Game Animal? https://www.nrafamily.org/content/which-ammunition-for-which-game-animal-1/.
  41. Owen, T. 2019. We Spent a Wild Weekend with the Gun-Worshipping Moonie Church That’s Trying to Go MAGA. https://www.vice.com/en/article/xwep53/we-spent-a-wild-weekend-with-the-gun-worshipping-moonie-church-thats-trying-to-go-maga.
  42. “Is It a Qoincidence?”: An Exploratory Study of QAnon on Voat. In Proceedings of the Web Conference 2021, WWW ’21.
  43. Raiders of the lost kek: 3.5 years of augmented 4chan posts from the politically incorrect board. In Proceedings of the international AAAI conference on web and social media, volume 14, 885–894.
  44. Guns on social media: complex interpretations of gun images posted by Chicago youth. Palgrave Communications, 5(1).
  45. Posada, T. 2019. Fetishizing Captain America’s sidearm: iconography, exceptionality, and the politics of representing guns. Palgrave Communications, 5(1): 1–8.
  46. Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084.
  47. The evolution of the manosphere across the Web. In Proceedings of the International AAAI Conference on Web and Social Media, volume 15, 196–207.
  48. What Both Sides Don’t Get About American Gun Culture. Politico, August, 4.
  49. Springwood, C. F. 2014. Gun concealment, display, and other magical habits of the body. Critique of anthropology, 34(4): 450–471.
  50. Starbird, K. 2017. Examining the alternative media ecosystem through the production of alternative narratives of mass shooting events on Twitter. In Proceedings of the International AAAI Conference on Web and Social Media, volume 11, 230–239.
  51. Stover, A. P. 2022. Gun Culture 3.0. West Virginia University.
  52. Reconsidering nature: the dialectics of fair chase in the practices of American midwest hunters. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 6089–6100.
  53. “Go Eat a Bat, Chang!”: On the Emergence of Sinophobic Behavior on Web Communities in the Face of COVID-19. In Proceedings of the Web Conference 2021, WWW ’21.
  54. Wamser-Nanney, R. 2021. Understanding gun violence: Factors associated with beliefs regarding guns, gun policies, and gun violence. Psychology of violence, 11(4): 349.
  55. Tsdae: Using transformer-based sequential denoising auto-encoder for unsupervised sentence embedding learning. arXiv preprint arXiv:2104.06979.
  56. Witkowski, T. H. 2014. The visual politics of US gun culture. In Consumer culture theory, volume 15, 3–23. Emerald Group Publishing Limited.
  57. Yamane, D. 2017. The sociology of US gun culture. Sociology compass, 11(7): e12497.
  58. Understanding the Use of E-Prints on Reddit and 4chan’s Politically Incorrect Board. In Proceedings of the 15th ACM Web Science Conference 2023, WebSci ’23.
  59. A Quantitative Approach to Understanding Online Antisemitism. Proceedings of the International AAAI Conference on Web and Social Media, 14: 786–797.
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