Personalizing Content Moderation on Social Media: User Perspectives on Moderation Choices, Interface Design, and Labor

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jhaver, Shagun, Zhang, Alice Qian, Chen, Quanze, Natarajan, Nikhila, Wang, Ruotong, Zhang, Amy
Format:	Preprint
Published:	2023
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Personal Moderation Configurations on Facebook: Exploring the Role of FoMO, Social Media Addiction, Norms, and Platform Trust
by: Jhaver, Shagun
Published: (2024)

Cleaning Up the Streets: Understanding Motivations, Mental Models, and Concerns of Users Flagging Social Media Content
by: Zhang, Alice Qian, et al.
Published: (2023)

Bans vs. Warning Labels: Examining Bystanders' Support for Community-wide Moderation Interventions
by: Jhaver, Shagun
Published: (2023)

The Pin of Shame: Examining Content Creators' Adoption of Pinning Inappropriate Comments as a Moderation Strategy
by: Shim, Yunhee, et al.
Published: (2025)

Bystanders of Online Moderation: Examining the Effects of Witnessing Post-Removal Explanations
by: Jhaver, Shagun, et al.
Published: (2023)

"I thought it was my mistake, but it's really the design'': A Critical Examination of the Accessibility of User-Enacted Moderation Tools on Facebook and X
by: Hosamane, Sudhamshu, et al.
Published: (2025)

Incorporating Procedural Fairness in Flag Submissions on Social Media Platforms
by: Shim, Yunhee, et al.
Published: (2024)

Understanding the Prevalence of Caste: A Critical Discourse Analysis of Caste-based Marginalization on X
by: Kirasur, Nayana, et al.
Published: (2024)

"Ignorance is Not Bliss": Designing Personalized Moderation to Address Ableist Hate on Social Media
by: Heung, Sharon, et al.
Published: (2025)

Promptimizer: User-Led Prompt Optimization for Personal Content Classification
by: Wang, Leijie, et al.
Published: (2025)

What If Moderation Didn't Mean Suppression? A Case for Personalized Content Transformation
by: Rashed, Rayhan, et al.
Published: (2025)

Content Moderation Justice and Fairness on Social Media: Comparisons Across Different Contexts and Platforms
by: Cai, Jie, et al.
Published: (2024)

Content Moderation Futures
by: Blackwell, Lindsay
Published: (2025)

Designing Child-Centered Content Exposure and Moderation
by: Saldías, Belén
Published: (2024)

"I Cannot Write This Because It Violates Our Content Policy": Understanding Content Moderation Policies and User Experiences in Generative AI Products
by: Gao, Lan, et al.
Published: (2025)

"It's Great Because It's Ran By Us": Empowering Teen Volunteer Discord Moderators to Design Healthy and Engaging Youth-Led Online Communities
by: Yoon, Jina, et al.
Published: (2025)

End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting
by: Wang, Leijie, et al.
Published: (2024)

Exploring the Danmaku Content Moderation on Video-Sharing Platforms: Existing Limitations, Challenges, and Design Opportunities
by: Hu, Siying, et al.
Published: (2024)

Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations
by: Hartmann, David, et al.
Published: (2025)

Longitudinal Monitoring of LLM Content Moderation of Social Issues
by: Dai, Yunlang, et al.
Published: (2025)

Meeting Bridges: Designing Information Artifacts that Bridge from Synchronous Meetings to Asynchronous Collaboration
by: Wang, Ruotong, et al.
Published: (2024)

Examining the Impact of Label Detail and Content Stakes on User Perceptions of AI-Generated Images on Social Media
by: Chen, Jingruo, et al.
Published: (2025)

Mapping the Design Space of Teachable Social Media Feed Experiences
by: Feng, K. J. Kevin, et al.
Published: (2024)

I've Seen Enough: Measuring the Toll of Content Moderation on Mental Health
by: Gauthier, Gabrielle M, et al.
Published: (2025)

HateBuffer: Safeguarding Content Moderators' Mental Well-Being through Hate Speech Content Modification
by: Park, Subin, et al.
Published: (2025)

Emotionally Aware Moderation: The Potential of Emotion Monitoring in Shaping Healthier Social Media Conversations
by: Su, Xiaotian, et al.
Published: (2025)

Beyond Content Exposure: Systemic Factors Driving Moderators' Mental Health Crisis in Africa
by: Abdelkadir, Nuredin Ali, et al.
Published: (2026)

Social-RAG: Retrieving from Group Interactions to Socially Ground AI Generation
by: Wang, Ruotong, et al.
Published: (2024)

Critical Challenges in Content Moderation for People Who Use Drugs (PWUD): Insights into Online Harm Reduction Practices from Moderators
by: Wang, Kaixuan, et al.
Published: (2025)

Take the Power Back: Screen-Based Personal Moderation Against Hate Speech on Instagram
by: Luther, Anna Ricarda, et al.
Published: (2026)

Towards a Better Modqueue: Designing for Diversity Across Moderator Objectives and Workflows
by: Bajpai, Tanvi, et al.
Published: (2024)

Challenges in Restructuring Community-based Moderation
by: Tran, Chau, et al.
Published: (2024)

Beyond Explicit and Implicit: How Users Provide Feedback to Shape Personalized Recommendation Content
by: Li, Wenqi, et al.
Published: (2025)

Media Framing Moderates Risk-Benefit Perceptions and Value Tradeoffs in Human-Robot Collaboration
by: Brauner, Philipp, et al.
Published: (2026)

Design Frictions on Social Media: Balancing Reduced Mindless Scrolling and User Satisfaction
by: Ruiz, Nicolas, et al.
Published: (2024)

AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals
by: Atreja, Shubham, et al.
Published: (2023)

A Personalized and Adaptable User Interface for a Speech and Cursor Brain-Computer Interface
by: Peracha, Hamza, et al.
Published: (2026)

Identity-related Speech Suppression in Generative AI Content Moderation
by: Proebsting, Grace, et al.
Published: (2024)

DanModCap: Designing a Danmaku Moderation Tool for Video-Sharing Platforms that Leverages Impact Captions with Large Language Models
by: Hu, Siying, et al.
Published: (2024)

Trust-Enabled Privacy: Social Media Designs to Support Adolescent User Boundary Regulation
by: Kim, JaeWon, et al.
Published: (2025)