Analisa Jejaring Sosial Terhadap Fenomena Cyberbullying Fandom K-Pop pada Sosial Media Twitter

Authors

  • Mohammad Iqbal Ghufron Universitas Muria Kudus
  • Endang Supriyati Universitas Muria Kudus
  • Tri Listyorini Universitas Muria Kudus

DOI:

https://doi.org/10.14421/jiska.2024.9.2.79-93

Keywords:

K-pop, Cyberbullying, Centrality, Fandom, SNA

Abstract

This study examines cyberbullying among K-pop fandoms through social network analysis (SNA) using data from Twitter, a social media platform. The phenomenon of K-pop gaining global popularity also brings negative impacts, such as cyberbullying, which can affect the psychological well-being of victims. Using R Studio and Gephi analysis tools, this study applied centrality values, including degree centrality, betweenness centrality, closeness centrality, and eigenvector centrality, to identify influential accounts in the spread of the cyberbullying phenomenon. This analysis provides insight into the interaction and influence between Twitter user accounts in the context of cyberbullying. The main objective of this research is to paint a picture of the cyberbullying phenomenon involving various K-pop fandoms and identify the accounts that play an essential role in the related communication network.

References

Akbar, Z. I. (2021, April 23). Apa itu Text Mining? BINUS Higher Education. https://sis.binus.ac.id/2021/04/23/apa-itu-text-mining/

Bader, D. A., Kintali, S., Madduri, K., & Mihail, M. (2007). Approximating Betweenness Centrality. In Algorithms and Models for the Web-Graph: Vol. 4863 LNCS (pp. 124–137). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-77004-6_10

Brandes, U. (2001). A faster algorithm for betweenness centrality*. The Journal of Mathematical Sociology, 25(2), 163–177. https://doi.org/10.1080/0022250X.2001.9990249

Cho, Y., & Lee, J. (2022). The Role of Social Media in Shaping the Narrative of Cyberbullying in K-Pop Fandoms. Social Media + Society, 8(1).

Donegan, R. (2012). Bullying and Cyberbullying : History, Statistics, Law, Prevention and Analysis. The Elon Journal of Undergraduate Research in Communications, 3(1), 33–42. https://api.semanticscholar.org/CorpusID:16065546

Gradinger, P., Strohmeier, D., & Spiel, C. (2010). Definition and Measurement of Cyberbullying. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 4(2). https://cyberpsychology.eu/article/view/4235/3280

Irawan, D. (2018). Psikolog: Cyberbullying Bisa Membuat Korban Jadi Depresi. Health Liputan6.Com. https://www.liputan6.com/health/read/3304433/psikolog-cyberbullying-bisa-membuat-korban-jadi-depresi

Kim, H. J., & Park, S. H. (2021). Sentiment Analysis of Tweets Related to K-Pop Fandoms: Focusing on Cyberbullying Incidents. International Journal of Data Science and Analytics, 11(3), 287–299.

Lee, S., & Jang, J. (2020). Exploring the Dynamics of Cyberbullying in K-Pop Fandom Communities on Twitter. Journal of Cyberpsychology, Behavior, and Social Networking, 23(5), 315–322.

Lim, J. H., & Choi, D. (2024). A Study on the Psychological Impact of Cyberbullying within K-Pop Fandoms on Twitter. Journal of Media Psychology, 36(2), 223–237.

Park, M., & Kim, S. (2023). Analyzing the Spread of Cyberbullying Messages in K-Pop Fandom Networks on Twitter. Journal of Computational Social Science, 6(2), 145–160.

Tineges, R., & Davita, A. W. (2021). Tahapan Text Preprocessing dalam Teknik Pengolahan Data. DQLab. https://dqlab.id/tahapan-text-preprocessing-dalam-teknik-pengolahan-data

Tionardus, M., & Setuningsih, N. (2022, August 18). Arti Fandom di Kpop. Kompas.Com. https://entertainment.kompas.com/read/2022/08/18/152828066/arti-fandom-di-kpop?page=all

Tsvetovat, M., & Kouznetsov, A. (2011). Social Network Analysis for Startups: Finding Connections on the Social Web. O’Reilly Media, Inc. https://books.google.co.in/books?id=Tn-L5WoCeygC&printsec=frontcover#v=onepage&q&f=false

Yuniar, E., Utsalinah, D. S., & Wahyuningsih, D. (2022). Implementasi Scrapping Data Untuk Sentiment Analysis Pengguna Dompet Digital dengan Menggunakan Algoritma Machine Learning. Jurnal Janitra Informatika Dan Sistem Informasi, 2(1), 35–42. https://doi.org/10.25008/JANITRA.V2I1.145

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Published

2024-05-25

How to Cite

Ghufron, M. I., Supriyati, E., & Listyorini, T. (2024). Analisa Jejaring Sosial Terhadap Fenomena Cyberbullying Fandom K-Pop pada Sosial Media Twitter. JISKA (Jurnal Informatika Sunan Kalijaga), 9(2), 79–93. https://doi.org/10.14421/jiska.2024.9.2.79-93

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Section

Articles