[HTML][HTML] The psychology of fake news

G Pennycook, DG Rand - Trends in cognitive sciences, 2021 - cell.com
We synthesize a burgeoning literature investigating why people believe and share false or
highly misleading news online. Contrary to a common narrative whereby politics drives …

Spread of misinformation on social media: What contributes to it and how to combat it

S Chen, L **ao, A Kumar - Computers in Human Behavior, 2023 - Elsevier
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …

Shifting attention to accuracy can reduce misinformation online

G Pennycook, Z Epstein, M Mosleh, AA Arechar… - Nature, 2021 - nature.com
In recent years, there has been a great deal of concern about the proliferation of false and
misleading news on social media,,–. Academics and practitioners alike have asked why …

Jury learning: Integrating dissenting voices into machine learning models

ML Gordon, MS Lam, JS Park, K Patel… - Proceedings of the …, 2022 - dl.acm.org
Whose labels should a machine learning (ML) algorithm learn to emulate? For ML tasks
ranging from online comment toxicity to misinformation detection to medical diagnosis …

Do social media undermine social cohesion? A critical review

S González‐Bailón, Y Lelkes - Social Issues and Policy …, 2023 - Wiley Online Library
We evaluate the empirical evidence interrogating the question of whether social media
erodes social cohesion. We look at how networks, information exchange, and norms operate …

Misinformation on misinformation: Conceptual and methodological challenges

S Altay, M Berriche, A Acerbi - Social media+ society, 2023 - journals.sagepub.com
Alarmist narratives about online misinformation continue to gain traction despite evidence
that its prevalence and impact are overstated. Drawing on research examining the use of big …

Deepfake detection by human crowds, machines, and machine-informed crowds

M Groh, Z Epstein, C Firestone… - Proceedings of the …, 2022 - National Acad Sciences
The recent emergence of machine-manipulated media raises an important societal question:
How can we know whether a video that we watch is real or fake? In two online studies with …

Dual emotion based fake news detection: A deep attention-weight update approach

AM Luvembe, W Li, S Li, F Liu, G Xu - Information Processing & …, 2023 - Elsevier
The proliferation of false information is a growing problem in today's dynamic online
environment. This phenomenon requires automated detection of fake news to reduce its …

Online searches to evaluate misinformation can increase its perceived veracity

K Aslett, Z Sanderson, W Godel, N Persily, J Nagler… - Nature, 2024 - nature.com
Considerable scholarly attention has been paid to understanding belief in online
misinformation,, with a particular focus on social networks. However, the dominant role of …

Birds of a feather don't fact-check each other: Partisanship and the evaluation of news in Twitter's Birdwatch crowdsourced fact-checking program

J Allen, C Martel, DG Rand - Proceedings of the 2022 CHI conference on …, 2022 - dl.acm.org
There is a great deal of interest in the role that partisanship, and cross-party animosity in
particular, plays in interactions on social media. Most prior research, however, must infer …