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Baltasar C.Autor o coautorD’antonio Maceiras S.Autor o coautorMartin A.Autor o coautorCamacho D.Autor o coautor

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31 d’octubre de 2024
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Analysis of Climate Change Misleading Information in TikTok

Publicat a:Ceur Workshop Proceedings. 3782 54-61 - 2024-01-01 3782(), DOI:

Autors: Baltasar C; D’Antonio Maceiras S; Martín A; Camacho D

Afiliacions

Universidad Politécnica de Madrid - Autor o coautor

Resum

In today’s digital landscape, social media platforms have become important areas for disseminating information, ranging from legitimate discourse to misinformation, especially on critical topics such as Climate Change. This study employs claim detection and clustering techniques to analyze misleading information within an initial dataset of videos. Initially, the study identified 5,352 videos out of a total of 8,151 that warranted further investigation. Utilizing clustering methods, it was discovered that the prevalence of misinformation was surprisingly lower than anticipated. Most of the clusters showcases content that promotes sustainability and raises environmental awareness, strengthened by corroborated information of fact-checking agency EFE Verifica. Conversely, there are two clusters that focuses on videos propagating misinformation, conspiracy theories, active discussion and debate, highlighting the necessity of consuming media with caution. Looking ahead, combating misinformation necessitates the enhancement of digital literacy and the cultivation of critical thinking skills. This research aims to leverage technology and verified information from credible organizations to identify, analyze, and mitigate the influence of misleading content on social media, thus better understanding its dynamics and reducing its adverse impacts.

Paraules clau

Climate changeEnvironmental issuesMisleading informationTiktok videos

Indicis de qualitat

Impacte bibliomètric. Anàlisi de la contribució i canal de difusió

El treball ha estat publicat a la revista Ceur Workshop Proceedings, Q4 Agència Scopus (SJR), el seu enfocament regional i la seva especialització en Computer Science (Miscellaneous), li atorguen un reconeixement prou significatiu en un nínxol concret del coneixement científic a nivell internacional.

Anàlisi del lideratge dels autors institucionals

Hi ha un lideratge significatiu, ja que alguns dels autors pertanyents a la institució apareixen com a primer o últim signant, es pot apreciar en el detall: Primer Autor (BALTASAR ALONSO, CLARA MARIA) i Últim Autor (CAMACHO FERNANDEZ, DAVID).