[HTML][HTML] The online misinformation engagement framework
Research on online misinformation has evolved rapidly, but organizing its results and
identifying open research questions is difficult without a systematic approach. We present …
identifying open research questions is difficult without a systematic approach. We present …
The polarizing effect of partisan echo chambers
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 …
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
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 …
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
Social media is often criticized for amplifying toxic discourse and discouraging constructive
conversations. But designing social media platforms to promote better conversations is …
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 …
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
Mounting evidence indicates that the artificial intelligence (AI) systems that rank our social
media feeds bear nontrivial responsibility for amplifying partisan animosity: negative …
media feeds bear nontrivial responsibility for amplifying partisan animosity: negative …
Quantifying the impact of misinformation and vaccine-skeptical content on Facebook
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 …
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 …
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 …
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
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 …
polarization, hindering a comprehensive understanding of the phenomenon. Here we …