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A Cross-Domain Study of the Use of Persuasion Techniques in Online Disinformation

The Web Conference (WWW), 2024
19 December 2024
João A. Leite
Olesya Razuvayevskaya
Carolina Scarton
Kalina Bontcheva
ArXiv (abs)PDFHTML
Main:3 Pages
2 Figures
Bibliography:1 Pages
2 Tables
Abstract

Disinformation, irrespective of domain or language, aims to deceive or manipulate public opinion, typically through employing advanced persuasion techniques. Qualitative and quantitative research on the weaponisation of persuasion techniques in disinformation has been mostly topic-specific (e.g., COVID-19) with limited cross-domain studies, resulting in a lack of comprehensive understanding of these strategies. This study employs a state-of-the-art persuasion technique classifier to conduct a large-scale, multi-domain analysis of the role of 16 persuasion techniques in disinformation narratives. It shows how different persuasion techniques are employed disproportionately in different disinformation domains. We also include a detailed case study on climate change disinformation, highlighting how linguistic, psychological, and cultural factors shape the adaptation of persuasion strategies to fit unique thematic contexts.

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