Mitigating bias in algorithmic systems—a fish-eye view

K Orphanou, J Otterbacher, S Kleanthous… - ACM Computing …, 2022 - dl.acm.org
Mitigating bias in algorithmic systems is a critical issue drawing attention across
communities within the information and computer sciences. Given the complexity of the …

The landscape of user-centered misinformation interventions-a systematic literature review

K Hartwig, F Doell, C Reuter - ACM Computing Surveys, 2024 - dl.acm.org
Misinformation is one of the key challenges facing society today. User-centered
misinformation interventions as digital countermeasures that exert a direct influence on …

SoK: Content moderation in social media, from guidelines to enforcement, and research to practice

M Singhal, C Ling, P Paudel, P Thota… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …

Effect of Explanation Conceptualisations on Trust in AI-assisted Credibility Assessment

S Pareek, N van Berkel, E Velloso… - Proceedings of the ACM …, 2024 - dl.acm.org
As misinformation increasingly proliferates on social media platforms, it has become crucial
to explore how to best convey automated news credibility assessments to end-users, and …

Interpolative distillation for unifying biased and debiased recommendation

S Ding, F Feng, X He, J Jin, W Wang, Y Liao… - Proceedings of the 45th …, 2022 - dl.acm.org
Most recommender systems evaluate model performance offline through either: 1) normal
biased test on factual interactions; or 2) debiased test with records from the randomized …

Analyzing biases in perception of truth in news stories and their implications for fact checking

M Babaei, J Kulshrestha, A Chakraborty… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Misinformation on social media has become a critical problem, particularly during a public
health pandemic. Most social platforms today rely on users' voluntary reports to determine …

Seeing is not believing: a nuanced view of misinformation warning efficacy on video-sharing social media platforms

C Guo, N Zheng, C Guo - Proceedings of the ACM on Human-Computer …, 2023 - dl.acm.org
Misinformation warnings have become the de facto solution for fighting fake news online.
Our study brings attention to the challenge of developing effective misinformation warnings …

WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom

R Yang, W Gao, J Ma, H Lin, Z Yang - arXiv preprint arXiv:2310.16579, 2023 - arxiv.org
In recent years, we witness the explosion of false and unconfirmed information (ie, rumors)
that went viral on social media and shocked the public. Rumors can trigger versatile, mostly …

Reactions to Fact Checking

S Appling, A Bruckman, M De Choudhury - Proceedings of the ACM on …, 2022 - dl.acm.org
How do the reasons people post misinformation affect how they respond to fact checking
interventions? In this research, we conducted a qualitative study of people who shared …

Fake news zealots: Effect of perception of news on online sharing behavior

F t'Serstevens, G Piccillo, A Grigoriev - Frontiers in psychology, 2022 - frontiersin.org
Why do we share fake news? Despite a growing body of freely-available knowledge and
information fake news has managed to spread more widely and deeply than before. This …