[HTML][HTML] The psychology of fake news
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 …
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
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …
studies have explored the characteristics of misinformation. However, we lack a holistic …
Shifting attention to accuracy can reduce misinformation online
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 …
misleading news on social media,,–. Academics and practitioners alike have asked why …
Jury learning: Integrating dissenting voices into machine learning models
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 …
ranging from online comment toxicity to misinformation detection to medical diagnosis …
Do social media undermine social cohesion? A critical review
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 …
erodes social cohesion. We look at how networks, information exchange, and norms operate …
Misinformation on misinformation: Conceptual and methodological challenges
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 …
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
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 …
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
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 …
environment. This phenomenon requires automated detection of fake news to reduce its …
Online searches to evaluate misinformation can increase its perceived veracity
Considerable scholarly attention has been paid to understanding belief in online
misinformation,, with a particular focus on social networks. However, the dominant role of …
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
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 …
particular, plays in interactions on social media. Most prior research, however, must infer …