[HTML][HTML] The online misinformation engagement framework

M Geers, B Swire-Thompson, P Lorenz-Spreen… - Current Opinion in …, 2024 - Elsevier
Research on online misinformation has evolved rapidly, but organizing its results and
identifying open research questions is difficult without a systematic approach. We present …

The polarizing effect of partisan echo chambers

SB Hobolt, K Lawall, J Tilley - American Political Science Review, 2024 - cambridge.org
We are witnessing increasing partisan polarization across the world. It is often argued that
partisan “echo chambers” are one of the drivers of both policy and affective polarization. In …

Persistent interaction patterns across social media platforms and over time

M Avalle, N Di Marco, G Etta, E Sangiorgio, S Alipour… - Nature, 2024 - nature.com
Growing concern surrounds the impact of social media platforms on public discourse,,–and
their influence on social dynamics,,,–, especially in the context of toxicity,–. Here, to better …

Simulating social media using large language models to evaluate alternative news feed algorithms

P Törnberg, D Valeeva, J Uitermark, C Bail - arXiv preprint arXiv …, 2023 - arxiv.org
Social media is often criticized for amplifying toxic discourse and discouraging constructive
conversations. But designing social media platforms to promote better conversations is …

Building human values into recommender systems: An interdisciplinary synthesis

J Stray, A Halevy, P Assar, D Hadfield-Menell… - ACM Transactions on …, 2024 - dl.acm.org
Recommender systems are the algorithms which select, filter, and personalize content
across many of the world's largest platforms and apps. As such, their positive and negative …

Embedding democratic values into social media AIs via societal objective functions

C Jia, MS Lam, MC Mai, JT Hancock… - Proceedings of the ACM …, 2024 - dl.acm.org
Mounting evidence indicates that the artificial intelligence (AI) systems that rank our social
media feeds bear nontrivial responsibility for amplifying partisan animosity: negative …

Quantifying the impact of misinformation and vaccine-skeptical content on Facebook

J Allen, DJ Watts, DG Rand - Science, 2024 - science.org
Low uptake of the COVID-19 vaccine in the US has been widely attributed to social media
misinformation. To evaluate this claim, we introduce a framework combining lab experiments …

The Power and Pitfalls of Social Norms

M Wenzel, L Woodyatt - Annual Review of Psychology, 2024 - annualreviews.org
Social norms have long been considered across the social and behavioral sciences for their
effects on human behavior. This review focuses on norms that explicitly or implicitly convey …

Negative online news articles are shared more to social media

J Watson, S van der Linden, M Watson, D Stillwell - Scientific Reports, 2024 - nature.com
Prior research demonstrates that news-related social media posts using negative language
are re-posted more, rewarding users who produce negative content. We investigate whether …

Patterns of partisan toxicity and engagement reveal the common structure of online political communication across countries

M Falkenberg, F Zollo, W Quattrociocchi… - Nature …, 2024 - nature.com
Existing studies of political polarization are often limited to a single country and one form of
polarization, hindering a comprehensive understanding of the phenomenon. Here we …