[HTML][HTML] Emotion detection for misinformation: A review

Z Liu, T Zhang, K Yang, P Thompson, Z Yu… - Information …, 2024 - Elsevier
With the advent of social media, an increasing number of netizens are sharing and reading
posts and news online. However, the huge volumes of misinformation (eg, fake news and …

Negativity drives online news consumption

CE Robertson, N Pröllochs, K Schwarzenegger… - Nature Human …, 2023 - nature.com
Online media is important for society in informing and sha** opinions, hence raising the
question of what drives online news consumption. Here we analyse the causal effect of …

Using natural language processing to analyse text data in behavioural science

S Feuerriegel, A Maarouf, D Bär, D Geissler… - Nature Reviews …, 2025 - nature.com
Abstract Language is a uniquely human trait at the core of human interactions. The
language people use often reflects their personality, intentions and state of mind. With the …

Russian propaganda on social media during the 2022 invasion of Ukraine

D Geissler, D Bär, N Pröllochs, S Feuerriegel - EPJ Data Science, 2023 - epjds.epj.org
Abstract The Russian invasion of Ukraine in February 2022 was accompanied by practices
of information warfare, yet existing evidence is largely anecdotal while large-scale empirical …

Emotional content and sharing on Facebook: A theory cage match

SBF Paletz, MA Johns, EE Murauskaite… - Science …, 2023 - science.org
While emotional content predicts social media post sharing, competing theories of emotion
imply different predictions about how emotional content will influence the virality of social …

People think that social media platforms do (but should not) amplify divisive content

S Rathje, C Robertson, WJ Brady… - Perspectives on …, 2024 - journals.sagepub.com
Recent studies have documented the type of content that is most likely to spread widely, or
go “viral,” on social media, yet little is known about people's perceptions of what goes viral or …

Moral emotions shape the virality of COVID-19 misinformation on social media

K Solovev, N Pröllochs - Proceedings of the ACM web conference 2022, 2022 - dl.acm.org
While false rumors pose a threat to the successful overcoming of the COVID-19 pandemic,
an understanding of how rumors diffuse in online social networks is–even for non-crisis …

Emotions explain differences in the diffusion of true vs. false social media rumors

N Pröllochs, D Bär, S Feuerriegel - Scientific Reports, 2021 - nature.com
False rumors (often termed “fake news”) on social media pose a significant threat to modern
societies. However, potential reasons for the widespread diffusion of false rumors have been …

Community-based fact-checking on Twitter's Birdwatch platform

N Pröllochs - Proceedings of the International AAAI Conference on …, 2022 - ojs.aaai.org
Misinformation undermines the credibility of social media and poses significant threats to
modern societies. As a countermeasure, Twitter has recently introduced" Birdwatch," a …

Diffusion of community fact-checked misinformation on twitter

CP Drolsbach, N Pröllochs - Proceedings of the ACM on Human …, 2023 - dl.acm.org
The spread of misinformation on social media is a pressing societal problem that platforms,
policymakers, and researchers continue to grapple with. As a countermeasure, recent works …