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Who Moderates on Twitch and What Do They Do?
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-642-13657-3_43openalex-snapshot
On Finding the Natural Number of Topics with Latent Dirichlet Allocation: Some Observations
inferredcites →https://doi.org/10.1016/j.neucom.2008.06.011openalex-snapshot
A density-based method for adaptive LDA model selection
inferredcites →https://doi.org/10.1037/xge0000920openalex-snapshot
Logistic or linear? Estimating causal effects of experimental treatments on binary outcomes using regression analysis.
inferredcites →https://doi.org/10.1145/2858036.2858356openalex-snapshot
Surviving an "Eternal September"
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/10.1145/3290605.3300372openalex-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/10.1145/3334480.3383009openalex-snapshot
"Taking Care of a Fruit Tree": Nurturing as a Layer of Concern in Online Community Moderation
inferredcites →https://doi.org/10.1145/3338243openalex-snapshot
Human-Machine Collaboration for Content Regulation
inferredcites →https://doi.org/10.1145/3342220.3344926openalex-snapshot
Audience and Streamer Participation at Scale on Twitch
inferredcites →https://doi.org/10.1145/3359146openalex-snapshot
Technological Frames and User Innovation
inferredcites →https://doi.org/10.1145/3359157openalex-snapshot
Moderation Challenges in Voice-based Online Communities on Discord
inferredcites →https://doi.org/10.1145/3359276openalex-snapshot
Crossmod: A Cross-Community Learning-based System to Assist Reddit Moderators
inferredcites →https://doi.org/10.1145/3392822openalex-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/10.1145/3415165openalex-snapshot
From Virtual Strangers to IRL Friends
inferredcites →https://doi.org/10.1145/3452918.3458794openalex-snapshot
Harassment Experiences of Women and LGBTQ Live Streamers and How They Handled Negativity
inferredcites →https://doi.org/10.1145/3452918.3458796openalex-snapshot
Moderation Visibility: Mapping the Strategies of Volunteer Moderators in Live Streaming Micro Communities
inferredcites →https://doi.org/10.1145/3512958openalex-snapshot
Practicing Moderation: Community Moderation as Reflective Practice
inferredcites →https://doi.org/10.1145/3555081openalex-snapshot
A Social-Ecological Approach to Modeling Sense of Virtual Community (SOVC) in Livestreaming Communities
inferredcites →https://doi.org/10.1177/1461444818821316openalex-snapshot
Moderator engagement and community development in the age of algorithms
inferredcites →https://doi.org/10.1177/2056305119836778openalex-snapshot
The Civic Labor of Volunteer Moderators Online
inferredcites →https://doi.org/10.1609/icwsm.v12i1.15033openalex-snapshot
Reddit Rules! Characterizing an Ecosystem of Governance
inferredcites →https://doi.org/10.5860/choice.31-2158openalex-snapshot
The network nation: human communication via computer
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-031-92014-1_4openalex-snapshot
The Novelty of Platform Superstars
inferred← citeshttps://doi.org/10.1007/978-3-032-31418-5_5openalex-snapshot
PostChat: Supporting Reflective Practice and Well-Being Among Live Streamers Through AI-Mediated Post-Broadcast Analytics
inferred← citeshttps://doi.org/10.1007/978-3-662-69629-3_41-1openalex-snapshot
Following – Praktiken der Gefolgschaft in Social Media
inferred← citeshttps://doi.org/10.1016/j.csl.2024.101651openalex-snapshot
Applying machine learning to assess emotional reactions to video game content streamed on Spanish Twitch channels
inferred← citeshttps://doi.org/10.1080/10714421.2025.2585239openalex-snapshot
“I will design emojis in 24 hours”: The hidden gig workers of Twitch live streaming
inferred← citeshttps://doi.org/10.1145/3579609openalex-snapshot
Hate Raids on Twitch: Echoes of the Past, New Modalities, and Implications for Platform Governance
inferred← citeshttps://doi.org/10.1145/3613905.3650882openalex-snapshot
Content Moderation Justice and Fairness on Social Media: Comparisons Across Different Contexts and Platforms
inferred← citeshttps://doi.org/10.1145/3637296openalex-snapshot
AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals
inferred← citeshttps://doi.org/10.1145/3711114openalex-snapshot
"It's Great Because It's Ran By Us": Empowering Teen Volunteer Discord Moderators to Design Healthy and Engaging Youth-Led Online Communities
inferred← citeshttps://doi.org/10.1145/3757644openalex-snapshot
Perceptions of Moderators as a Large-Scale Measure of Online Community Governance
inferred← citeshttps://doi.org/10.1145/3757690openalex-snapshot
Understanding Fanchuan in Livestreaming Platforms: A New Form of Online Antisocial Behavior
inferred← citeshttps://doi.org/10.1145/3774905.3796484openalex-snapshot
ToxiTwitch: Toward Emote-Aware Hybrid Moderation for Live Streaming Platforms
inferred← citeshttps://doi.org/10.1145/3788038openalex-snapshot
“A Source of Hope Online”: Membership Curation by Staff to Protect Guarded Cliques Limits Access to Resources for Marginalized Communities on Discord CSCW002
inferred← citeshttps://doi.org/10.1145/3788063openalex-snapshot
“It can feel uncomfortable to say something, but it's for the best of the group”: Examining Moderator Practices in Online Pregnancy Loss Communities CSCW027
inferred← citeshttps://doi.org/10.1145/3816966openalex-snapshot
Making Sense of the Weather, Together: Collaborative Sensemaking in Severe Weather Livestreams
inferred← citeshttps://doi.org/10.1177/14614448241259028openalex-snapshot
The psychology of volunteer moderators: Tradeoffs between participation, belonging, and norms in online community governance
inferred← citeshttps://doi.org/10.1177/14614448251381718openalex-snapshot
Time zones, time slots and Twitch: When do game streamers go live, and why?
inferred← citeshttps://doi.org/10.1177/20563051261459889openalex-snapshot
Constructing Online Harms: How “Trust and Safety” Translates Safety Into Risk
inferred← citeshttps://doi.org/10.1515/omgc-2025-0092openalex-snapshot
Language and usage patterns on Twitch: a gender-sensitive study of viewers and streamers
inferred← citeshttps://doi.org/10.29064/ijma.1417291openalex-snapshot
A Comprehensive Analysis of Influencer Types in Digital Marketing
inferred← citeshttps://doi.org/10.3389/fpsyg.2023.1247451openalex-snapshot
Why do female audiences subscribe to these types of streamers? An empirical study on the motivations of Chinese Huya users
inferred← citeshttps://doi.org/10.54501/jots.v2i2.173openalex-snapshot
Bridging Theory & Practice: Examining the State of Scholarship Using the History of Trust and Safety Archive
inferred← citeshttps://doi.org/10.5753/webmedia.2025.15110openalex-snapshot
Investigando a Dinâmica da Propagação do Ódio em Cascatas de Toxicidade nos Chats Ao Vivo da Twitch
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