A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

Reviewing interventions to address misinformation: the need to expand our vision beyond an individualistic focus

Z Aghajari, EPS Baumer, D DiFranzo - … of the ACM on Human-Computer …, 2023 - dl.acm.org
Prior work has identified a variety of factors that drive the way people identify and respond to
misinformation. Such factors include confirmation bias, perceived credibility of the …

Quarantined! Examining the effects of a community-wide moderation intervention on Reddit

E Chandrasekharan, S Jhaver, A Bruckman… - ACM Transactions on …, 2022 - dl.acm.org
Should social media platforms override a community's self-policing when it repeatedly break
rules? What actions can they consider? In light of this debate, platforms have begun …

Stylette: Styling the web with natural language

TS Kim, DE Choi, Y Choi, J Kim - … of the 2022 CHI Conference on Human …, 2022 - dl.acm.org
End-users can potentially style and customize websites by editing them through in-browser
developer tools. Unfortunately, end-users lack the knowledge needed to translate high-level …

Designing word filter tools for creator-led comment moderation

S Jhaver, QZ Chen, D Knauss, AX Zhang - Proceedings of the 2022 CHI …, 2022 - dl.acm.org
Online social platforms centered around content creators often allow comments on content,
where creators can then moderate the comments they receive. As creators can face …

Nudgecred: Supporting news credibility assessment on social media through nudges

MM Bhuiyan, M Horning, SW Lee, T Mitra - Proceedings of the ACM on …, 2021 - dl.acm.org
Struggling to curb misinformation, social media platforms are experimenting with design
interventions to enhance consumption of credible news on their platforms. Some of these …

Yes: Affirmative consent as a theoretical framework for understanding and imagining social platforms

J Im, J Dimond, M Berton, U Lee, K Mustelier… - Proceedings of the …, 2021 - dl.acm.org
Affirmative consent is the idea that someone must ask for, and earn, enthusiastic approval
before interacting with someone else. For decades, feminist activists and scholars have …

A critical reflection on visualization research: Where do decision making tasks hide?

E Dimara, J Stasko - IEEE Transactions on Visualization and …, 2021 - ieeexplore.ieee.org
It has been widely suggested that a key goal of visualization systems is to assist decision
making, but is this true? We conduct a critical investigation on whether the activity of …

" Positive reinforcement helps breed positive behavior": Moderator Perspectives on Encouraging Desirable Behavior

C Lambert, F Choi, E Chandrasekharan - Proceedings of the ACM on …, 2024 - dl.acm.org
The role of a moderator is often characterized as solely punitive, however, moderators have
the power to not only execute reactive and punitive actions but also create norms and …

Less is not more: Improving findability and actionability of privacy controls for online behavioral advertising

J Im, R Wang, W Lyu, N Cook, H Habib… - Proceedings of the …, 2023 - dl.acm.org
Tech companies that rely on ads for business argue that users have control over their data
via ad privacy settings. However, these ad settings are often hidden. This work aims to …