Leite, J.A., Razuvayevskaya, O., Scarton, C. et al. (1 more author) (Submitted: 2024) A cross-domain study of the use of persuasion techniques in online disinformation. [Preprint - arXiv] (Submitted)
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.
Metadata
Item Type: | Preprint |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2024 The Author(s). For reuse permissions, please contact the Author(s). |
Dates: |
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Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield) |
Funding Information: | Funder Grant number UK RESEARCH AND INNOVATION 101070093 10039055 |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 14 Feb 2025 10:22 |
Last Modified: | 14 Feb 2025 10:22 |
Status: | Submitted |
Identification Number: | 10.48550/arXiv.2412.15098 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:223242 |