" 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 …

Cura: Curation at Social Media Scale

W He, ML Gordon, L Popowski… - Proceedings of the ACM on …, 2023 - dl.acm.org
How can online communities execute a focused vision for their space? Curation offers one
approach, where community leaders manually select content to share with the community …

Storychat: Designing a narrative-based viewer participation tool for live streaming chatrooms

R Yen, L Feng, B Mehra, CC Pang, S Hu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Live streaming platforms and existing viewer participation tools enable users to interact and
engage with an online community, but the anonymity and scale of chat usually result in the …

Making the Pick: Understanding Professional Editor Comment Curation in Online News

Y He, Y Gu, R Shekhar, I Castro, G Tyson - Proceedings of the …, 2024 - ojs.aaai.org
Online comments within news articles are a key way people share opinions. Discovering
insightful comments can, however, be challenging for readers. A solution to this problem is …

Examining Human-AI Collaboration for Co-Writing Constructive Comments Online

F Shahid, M Dittgen, M Naaman… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper examines how large language models (LLMs) can help people write constructive
comments in online debates on divisive social issues and whether the notions of …

Does Positive Reinforcement Work?: A Quasi-Experimental Study of the Effects of Positive Feedback on Reddit

C Lambert, K Saha, E Chandrasekharan - arXiv preprint arXiv:2409.20410, 2024 - arxiv.org
Social media platform design often incorporates explicit signals of positive feedback. Some
moderators provide positive feedback with the goal of positive reinforcement, but are often …

Post Guidance for Online Communities

MH Ribeiro, R West, R Lewis, S Kairam - arXiv preprint arXiv:2411.16814, 2024 - arxiv.org
Effective content moderation in online communities is often a delicate balance between
maintaining content quality and fostering user participation. In this paper, we introduce post …

Creator Hearts: Investigating the Impact Positive Signals from YouTube Creators in Shaping Comment Section Behavior

F Choi, C Lambert, V Koshy, S Pratipati, T Do… - arXiv preprint arXiv …, 2024 - arxiv.org
Much of the research in online moderation focuses on punitive actions. However, emerging
research has shown that positive reinforcement is effective at encouraging desirable …

The News Comment Gap and Algorithmic Agenda Setting in Online Forums

F Böwing, P Gildersleve - arXiv preprint arXiv:2408.07052, 2024 - arxiv.org
The disparity between news stories valued by journalists and those preferred by readers,
known as the" News Gap", is well-documented. However, the difference in expectations …

Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation

M Behrendt, SS Wagner, S Harmeling - arXiv preprint arXiv:2409.07780, 2024 - arxiv.org
Online spaces allow people to discuss important issues and make joint decisions,
regardless of their location or time zone. However, without proper support and thoughtful …