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[HTML][HTML] Cognitive Biases in Fact-Checking and Their Countermeasures: A Review
The increase of the amount of misinformation spread every day online is a huge threat to the
society. Organizations and researchers are working to contrast this misinformation plague. In …
society. Organizations and researchers are working to contrast this misinformation plague. In …
[PDF][PDF] Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities.
The rise of online misinformation is posing a threat to the functioning of democratic
processes. The ability to algorithmically spread false information through online social …
processes. The ability to algorithmically spread false information through online social …
Fighting the COVID-19 infodemic: Modeling the perspective of journalists, fact-checkers, social media platforms, policy makers, and the society
With the emergence of the COVID-19 pandemic, the political and the medical aspects of
disinformation merged as the problem got elevated to a whole new level to become the first …
disinformation merged as the problem got elevated to a whole new level to become the first …
The state of human-centered NLP technology for fact-checking
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …
narratives in public health, heightening social polarization, and disrupting democratic …
Crowds can effectively identify misinformation at scale
Identifying successful approaches for reducing the belief and spread of online
misinformation is of great importance. Social media companies currently rely largely on …
misinformation is of great importance. Social media companies currently rely largely on …
Crowdsourced fact-checking at Twitter: How does the crowd compare with experts?
Fact-checking is one of the effective solutions in fighting online misinformation. However,
traditional fact-checking is a process requiring scarce expert human resources, and thus …
traditional fact-checking is a process requiring scarce expert human resources, and thus …
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale
Recent work has demonstrated the viability of using crowdsourcing as a tool for evaluating
the truthfulness of public statements. Under certain conditions such as:(1) having a balanced …
the truthfulness of public statements. Under certain conditions such as:(1) having a balanced …
The effects of crowd worker biases in fact-checking tasks
Due to the increasing amount of information shared online every day, the need for sound
and reliable ways of distinguishing between trustworthy and non-trustworthy information is …
and reliable ways of distinguishing between trustworthy and non-trustworthy information is …
Nowhere to hide: Online rumor detection based on retweeting graph neural networks
Online rumor detection is crucial for a healthier online environment. Traditional methods
mainly rely on content understanding. However, these contents can be easily adjusted to …
mainly rely on content understanding. However, these contents can be easily adjusted to …
Birdwatch: Crowd wisdom and bridging algorithms can inform understanding and reduce the spread of misinformation
S Wojcik, S Hilgard, N Judd, D Mocanu… - arxiv preprint arxiv …, 2022 - arxiv.org
We present an approach for selecting objectively informative and subjectively helpful
annotations to social media posts. We draw on data from on an online environment where …
annotations to social media posts. We draw on data from on an online environment where …