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https://doi.org/10.21256/zhaw-30251| Publication type: | Conference paper |
| Type of review: | Peer review (publication) |
| Title: | Holistic analysis of organised misinformation activity in social networks |
| Authors: | Peñas, Anselmo Deriu, Jan Sharma, Rajesh Valentin, Guilhem Reyes-Montesinos, Julio |
| et. al: | No |
| DOI: | 10.1007/978-3-031-47896-3_10 10.21256/zhaw-30251 |
| Proceedings: | Disinformation in Open Online Media |
| Editors of the parent work: | Ceolin, Davide Caselli, Tommaso Tulin, Marina |
| Page(s): | 132 |
| Pages to: | 143 |
| Conference details: | 5th Multidisciplinary International Symposium on Disinformation in Open Online Media, Amsterdam, The Netherlands, 21-22 November 2023 |
| Issue Date: | 2023 |
| Series: | Lecture Notes in Computer Science |
| Series volume: | 14397 |
| Publisher / Ed. Institution: | Springer |
| Publisher / Ed. Institution: | Cham |
| ISBN: | 978-3-031-47895-6 978-3-031-47896-3 |
| Language: | English |
| Subjects: | Misinformation detection; Disinformation; Social network; News; Content analysis; Intention; Narrative |
| Subject (DDC): | 302.23: Media |
| Abstract: | To tackle the problem of disinformation, society must be aware not only of the existence of intentional misinformation campaigns, but also of the agents that introduce the misleading information, their supporting media, the nodes they use in social networks, the propaganda techniques they employ and their overall narratives and intentions. Disinformation is a challenge that must be addressed holistically: identifying and describing a disinformation campaign requires studying misinformation locally, at the message level, as well as globally, by modelling its propagation process to identify its sources and main players. In this paper, we argue that the integration of these two levels of analysis hinges on studying underlying features such as disinformation’s intentionality, and benefited and injured agents. Taking these features into account could make automated decisions more explainable for end users and analysts. Moreover, simultaneously identifying misleading messages, knowing their narratives and hidden intentions, modelling their diffusion in social networks, and monitoring the sources of disinformation will also allow a faster reaction, even anticipation, against the spreading of disinformation. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/30251 |
| Fulltext version: | Published version |
| License (according to publishing contract): | CC BY 4.0: Attribution 4.0 International |
| Departement: | School of Engineering |
| Organisational Unit: | Centre for Artificial Intelligence (CAI) |
| Published as part of the ZHAW project: | Holistic Analysis of Organised Misinformation Activity in Social Networks (HAMiSoN) |
| Appears in collections: | Publikationen School of Engineering |
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| 2023_Penas-etal_Holistic-analysis-of-organised-misinformation-activity.pdf | 199.86 kB | Adobe PDF |  View/Open |
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Peñas, A., Deriu, J., Sharma, R., Valentin, G., & Reyes-Montesinos, J. (2023). Holistic analysis of organised misinformation activity in social networks [Conference paper]. In D. Ceolin, T. Caselli, & M. Tulin (Eds.), Disinformation in Open Online Media (pp. 132–143). Springer. https://doi.org/10.1007/978-3-031-47896-3_10
Peñas, A. et al. (2023) ‘Holistic analysis of organised misinformation activity in social networks’, in D. Ceolin, T. Caselli, and M. Tulin (eds) Disinformation in Open Online Media. Cham: Springer, pp. 132–143. Available at: https://doi.org/10.1007/978-3-031-47896-3_10.
A. Peñas, J. Deriu, R. Sharma, G. Valentin, and J. Reyes-Montesinos, “Holistic analysis of organised misinformation activity in social networks,” in Disinformation in Open Online Media, 2023, pp. 132–143. doi: 10.1007/978-3-031-47896-3_10.
PEÑAS, Anselmo, Jan DERIU, Rajesh SHARMA, Guilhem VALENTIN und Julio REYES-MONTESINOS, 2023. Holistic analysis of organised misinformation activity in social networks. In: Davide CEOLIN, Tommaso CASELLI und Marina TULIN (Hrsg.), Disinformation in Open Online Media. Conference paper. Cham: Springer. 2023. S. 132–143. ISBN 978-3-031-47895-6
Peñas, Anselmo, Jan Deriu, Rajesh Sharma, Guilhem Valentin, and Julio Reyes-Montesinos. 2023. “Holistic Analysis of Organised Misinformation Activity in Social Networks.” Conference paper. In Disinformation in Open Online Media, edited by Davide Ceolin, Tommaso Caselli, and Marina Tulin, 132–43. Cham: Springer. https://doi.org/10.1007/978-3-031-47896-3_10.
Peñas, Anselmo, et al. “Holistic Analysis of Organised Misinformation Activity in Social Networks.” Disinformation in Open Online Media, edited by Davide Ceolin et al., Springer, 2023, pp. 132–43, https://doi.org/10.1007/978-3-031-47896-3_10.
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