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Proactive Moderation of Online Discussions: Existing Practices and the Potential for Algorithmic Support

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/asi.22869openalex-snapshot
Stay on the Wikipedia task: When task‐related disagreements slip into personal and procedural conflicts
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Involvement in traditional and electronic bullying among adolescents.
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A view from Mount Olympus
inferredcites →https://doi.org/10.1145/2038558.2038575openalex-snapshot
NICE
inferredcites →https://doi.org/10.1145/2038558.2038585openalex-snapshot
Don't bite the newbies
inferredcites →https://doi.org/10.1145/2145204.2145249openalex-snapshot
Supporting reflective public thought with considerit
inferredcites →https://doi.org/10.1145/2145204.2145265openalex-snapshot
Conflict, criticism, or confidence
inferredcites →https://doi.org/10.1145/2207676.2208621openalex-snapshot
Is this what you meant?
inferredcites →https://doi.org/10.1145/2818048.2819963openalex-snapshot
#thyghgapp
inferredcites →https://doi.org/10.1145/2858036.2858389openalex-snapshot
Supporting Comment Moderators in Identifying High Quality Online News Comments
inferredcites →https://doi.org/10.1145/2872427.2883062openalex-snapshot
Abusive Language Detection in Online User Content
inferredcites →https://doi.org/10.1145/2998181.2998277openalex-snapshot
Shaping Pro and Anti-Social Behavior on Twitch Through Moderation and Example-Setting
inferredcites →https://doi.org/10.1145/3038912.3052591openalex-snapshot
Ex Machina
inferredcites →https://doi.org/10.1145/3185593openalex-snapshot
Online Harassment and Content Moderation
inferredcites →https://doi.org/10.1145/3290605.3300372openalex-snapshot
Moderation Practices as Emotional Labor in Sustaining Online Communities
inferredcites →https://doi.org/10.1145/3290605.3300390openalex-snapshot
Volunteer Moderators in Twitch Micro Communities
inferredcites →https://doi.org/10.1145/3290605.3300836openalex-snapshot
Designing User Interface Elements to Improve the Quality and Civility of Discourse in Online Commenting Behaviors
inferredcites →https://doi.org/10.1145/3338243openalex-snapshot
Human-Machine Collaboration for Content Regulation
inferredcites →https://doi.org/10.1145/3359265openalex-snapshot
Content Removal as a Moderation Strategy
inferredcites →https://doi.org/10.1145/3359276openalex-snapshot
Crossmod: A Cross-Community Learning-based System to Assist Reddit Moderators
inferredcites →https://doi.org/10.1145/3359294openalex-snapshot
"Did You Suspect the Post Would be Removed?"
inferredcites →https://doi.org/10.1145/3392822openalex-snapshot
"I run the world's largest historical outreach project and it's on a cesspool of a website." Moderating a Public Scholarship Site on Reddit: A Case Study of r/AskHistorians
inferredcites →https://doi.org/10.1145/3392855openalex-snapshot
"(We) Can Talk It Out...": Designing for Promoting Conflict-Resolution Skills in Youth on a Moderated Minecraft Server
inferredcites →https://doi.org/10.1145/3415178openalex-snapshot
Reconsidering Self-Moderation
inferredcites →https://doi.org/10.1145/344949.345004openalex-snapshot
Social translucence
inferredcites →https://doi.org/10.1145/3479525openalex-snapshot
Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter
inferredcites →https://doi.org/10.1145/985692.985761openalex-snapshot
Slash(dot) and burn
inferredcites →https://doi.org/10.1177/0002764212469365openalex-snapshot
The Rise and Decline of an Open Collaboration System
inferredcites →https://doi.org/10.1177/1461444818821316openalex-snapshot
Moderator engagement and community development in the age of algorithms
inferredcites →https://doi.org/10.1177/1461444820964968openalex-snapshot
Metaphors in moderation
inferredcites →https://doi.org/10.1177/2056305119836778openalex-snapshot
The Civic Labor of Volunteer Moderators Online
inferredcites →https://doi.org/10.14763/2020.4.1512openalex-snapshot
Expanding the debate about content moderation: Scholarly research agendas for the coming policy debates
inferredcites →https://doi.org/10.1609/icwsm.v11i1.14955openalex-snapshot
Automated Hate Speech Detection and the Problem of Offensive Language
inferredcites →https://doi.org/10.1609/icwsm.v12i1.15022openalex-snapshot
Forecasting the Presence and Intensity of Hostility on Instagram Using Linguistic and Social Features
inferredcites →https://doi.org/10.1609/icwsm.v12i1.15036openalex-snapshot
When Online Harassment Is Perceived as Justified
inferredcites →https://doi.org/10.16997/jdd.244openalex-snapshot
The Magic Sauce: Practices of Facilitation in Online Policy Deliberation
inferredcites →https://doi.org/10.18653/v1/p18-1125openalex-snapshot
Conversations Gone Awry: Detecting Early Signs of Conversational Failure
inferredcites →https://doi.org/10.18653/v1/p19-1357openalex-snapshot
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1016/j.dss.2026.114750openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3686929openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3686941openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3687047openalex-snapshot
Paradoxes of Openness: Trans Experiences in Open Source Software
inferred← citeshttps://doi.org/10.1145/3706598.3713598openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3706598.3713757openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3706599.3719825openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3706599.3720188openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3710954openalex-snapshot
DanModCap: Designing a Danmaku Moderation Tool for Video-Sharing Platforms that Leverages Impact Captions with Large Language Models
inferred← citeshttps://doi.org/10.1145/3710959openalex-snapshot
DeMod: A Holistic Tool with Explainable Detection and Personalized Modification for Toxicity Censorship
inferred← citeshttps://doi.org/10.1145/3710981openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3711065openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3711114openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3719027.3765030openalex-snapshot
'Is this a scam?': The Nature and Quality of Reddit Discussion about Scams
inferred← citeshttps://doi.org/10.1145/3744916.3787839openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3757445openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3757472openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3757609openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3757627openalex-snapshot
Mapping Community Appeals Systems: Lessons for Community-led Moderation in Multi-Level Governance
inferred← citeshttps://doi.org/10.1145/3772318.3791112openalex-snapshot
The Pit Beneath the Town Square: How Digital Solastalgia Affects Platform Migration and Community Structures of Transfeminine Users
inferred← citeshttps://doi.org/10.1145/3772318.3791797openalex-snapshot
Echoes of Norms: Investigating Counterspeech Bots’ Influence on Bystanders in Online Communities
inferred← citeshttps://doi.org/10.1145/3772318.3791905openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3788063openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3816920openalex-snapshot
Designing AI-Infused Interactive Systems for Online Communities: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3816963openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3816994openalex-snapshot
Sanctioned by Others: Remediating Knowledge Exclusion on Wikipedia Through Design
inferred← citeshttps://doi.org/10.1177/14614448251406231openalex-snapshot
The block log: 20 years of content moderation on Wikipedia
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.761openalex-snapshot
What is the Real Intention behind this Question? Dataset Collection and Intention Classification
inferred← citeshttps://doi.org/10.18653/v1/2023.woah-1openalex-snapshot
The 7th Workshop on Online Abuse and Harms (WOAH)
inferred← citeshttps://doi.org/10.18653/v1/2023.woah-1.16openalex-snapshot
Conversation Derailment Forecasting with Graph Convolutional Networks
inferred← citeshttps://doi.org/10.2139/ssrn.6832648openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fpubh.2026.1842010openalex-snapshot
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