[HTML][HTML] Cognitive Biases in Fact-Checking and Their Countermeasures: A Review

M Soprano, K Roitero, D La Barbera, D Ceolin… - Information Processing …, 2024 - Elsevier
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 …

[PDF][PDF] Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities.

G Demartini, S Mizzaro, D Spina - IEEE Data Eng. Bull., 2020 - damianospina.com
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 …

Fighting the COVID-19 infodemic: Modeling the perspective of journalists, fact-checkers, social media platforms, policy makers, and the society

F Alam, S Shaar, F Dalvi, H Sajjad, A Nikolov… - arxiv preprint arxiv …, 2020 - arxiv.org
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 …

The state of human-centered NLP technology for fact-checking

A Das, H Liu, V Kovatchev, M Lease - Information processing & …, 2023 - Elsevier
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …

Crowds can effectively identify misinformation at scale

C Martel, J Allen, G Pennycook… - Perspectives on …, 2024 - journals.sagepub.com
Identifying successful approaches for reducing the belief and spread of online
misinformation is of great importance. Social media companies currently rely largely on …

Crowdsourced fact-checking at Twitter: How does the crowd compare with experts?

M Saeed, N Traub, M Nicolas, G Demartini… - Proceedings of the 31st …, 2022 - dl.acm.org
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 …

The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale

M Soprano, K Roitero, D La Barbera, D Ceolin… - Information Processing …, 2021 - Elsevier
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 effects of crowd worker biases in fact-checking tasks

T Draws, D La Barbera, M Soprano, K Roitero… - Proceedings of the …, 2022 - dl.acm.org
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 …

Nowhere to hide: Online rumor detection based on retweeting graph neural networks

B Liu, X Sun, Q Meng, X Yang, Y Lee… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
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 …

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 …