[HTML][HTML] 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 …

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 …

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 …

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 …

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 …

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 …

Fakey: A game intervention to improve news literacy on social media

N Micallef, M Avram, F Menczer, S Patil - Proceedings of the ACM on …, 2021 - dl.acm.org
We designed and developed Fakey, a game to improve news literacy and reduce
misinformation spread by emulating a social media feed. We analyzed player interactions …

Coordination and Collaboration: How do Volunteer Moderators Work as a Team in Live Streaming Communities?

J Cai, DY Wohn - Proceedings of the 2022 CHI Conference on Human …, 2022 - dl.acm.org
Volunteer moderators (mods) play significant roles in developing moderation standards and
dealing with harmful content in their micro-communities. However, little work explores how …