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The rise of Jihadist propaganda on social networks

Author

Listed:
  • Adam Badawy

    (University of Southern California)

  • Emilio Ferrara

    (Information Sciences Institute, University of Southern California)

Abstract

Using a dataset of over 1.9 million messages posted on Twitter by about 25,000 ISIS sympathizers, we explore how ISIS makes use of social media to spread its propaganda and recruit militants from the Arab world and across the globe. By distinguishing between violence-driven, theological, and sectarian content, we trace the connection between online rhetoric and key events on the ground. To the best of our knowledge, ours is one of the first studies to focus on Arabic content, while most literature focuses on English content. Our findings yield new important insights about how social media is used by radical militant groups to target the Arab-speaking world, and reveal important patterns in their propaganda efforts.

Suggested Citation

  • Adam Badawy & Emilio Ferrara, 2018. "The rise of Jihadist propaganda on social networks," Journal of Computational Social Science, Springer, vol. 1(2), pages 453-470, September.
    • Handle: RePEc:spr:jcsosc:v:1:y:2018:i:2:d:10.1007_s42001-018-0015-z
    DOI: 10.1007/s42001-018-0015-z
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    Citations

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    Cited by:

    1. Andrea Ceron & Luigi Curini & Stefano M. Iacus, 2019. "ISIS at Its Apogee: The Arabic Discourse on Twitter and What We Can Learn From That About ISIS Support and Foreign Fighters," SAGE Open, , vol. 9(1), pages 21582440187, March.
    2. Masood, Muhammad Ali & Abbasi, Rabeeh Ayaz, 2021. "Using graph embedding and machine learning to identify rebels on twitter," Journal of Informetrics, Elsevier, vol. 15(1).
    3. Anton Oleinik, 2024. "Telegram channels covering Russia’s invasion of Ukraine: a comparative analysis of large multilingual corpora," Journal of Computational Social Science, Springer, vol. 7(1), pages 361-384, April.
    4. Anna Ruelens, 2022. "Analyzing user-generated content using natural language processing: a case study of public satisfaction with healthcare systems," Journal of Computational Social Science, Springer, vol. 5(1), pages 731-749, May.
    5. Yaming Zhang & Wenjie Song & Jiang Shao & Majed Abbas & Jiaqi Zhang & Yaya H. Koura & Yanyuan Su, 2023. "Social Bots’ Role in the COVID-19 Pandemic Discussion on Twitter," IJERPH, MDPI, vol. 20(4), pages 1-21, February.
    6. Coche, Eugénie, 2018. "Privatised enforcement and the right to freedom of expression in a world confronted with terrorism propaganda online," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 7(4), pages 1-17.

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