Reference health
Human-Machine Collaboration for Content Regulation
1 of 43 checkable references need attention · checked 2026-08-27
At the dated check, the references listed below either did not resolve in Crossref or DataCite, or carried a retraction notice. Each one is shown with the registry record that put it there.
65 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
References needing attention
does not resolve to a known work10.5555/223826.223831
The 42 checked references that resolve
resolves10.1207/S15327051HCI1523_5
The Intellectual Challenge of CSCW: The Gap Between Social Requirements and Technical Feasibility
resolves10.1080/0158791000210106
Perceptions of e‐moderators about their roles and functions in moderating electronic mailing lists
resolves10.1007/978-3-319-67256-4_32
Like Trainer, Like Bot? Inheritance of Bias in Algorithmic Content Moderation
resolves10.1145/3025453.3025985
Multimodal Classification of Moderated Online Pro-Eating Disorder Content
resolves10.1016/j.chb.2015.03.078
Interacting with bots online: Users’ reactions to actions of automated programs in Wikipedia
resolves10.1145/3290605.3300372
Moderation Practices as Emotional Labor in Sustaining Online Communities
resolves10.1080/01972243.2017.1391913
Governing online platforms: From contested to cooperative responsibility
resolves10.1080/15295036.2015.1045005
The Recruitment of Passion and Community in the Service of Capital: Community Managers in the Digital Games Industry
resolves10.1016/j.giq.2013.11.005
Crowdsourcing civility: A natural experiment examining the effects of distributed moderation in online forums
resolves10.1145/2858036.2858389
Supporting Comment Moderators in Identifying High Quality Online News Comments
resolves10.1145/3292522.3326032
Prevalence and Psychological Effects of Hateful Speech in Online College Communities
resolves10.1109/CLEI.2014.6965181
A strategy for automatic moderation of a large data set of users comments
resolves10.1145/3290605.3300836
Designing User Interface Elements to Improve the Quality and Civility of Discourse in Online Commenting Behaviors
resolves10.1145/2998181.2998277
Shaping Pro and Anti-Social Behavior on Twitch Through Moderation and Example-Setting
resolves10.1007/s13278-016-0350-0
Behavioral analysis and classification of spammers distributing pornographic content in social media
The 65 references without a DOI — listed, not checked
no DOI — not checkedAlexa. 2018. reddit.com Traffic Statistics. Retrieved from https://www.alexa.com/siteinfo/reddit.com. Alexa. 2018. reddit.com Traffic Statistics. Retrieved from https://www.alexa.com/siteinfo/reddit.com.
no DOI — not checkedAutomoderator. 2018. Automoderator - reddit.com. Retrieved from https://www.reddit.com/wiki/automoderator. Automoderator. 2018. Automoderator - reddit.com. Retrieved from https://www.reddit.com/wiki/automoderator.
no DOI — not checkedOren Ben-Kiki Clark Evans and Brian Ingerson. 2005. YAML Ain’t Markup Language. Retrieved from http://yaml.org/spec/1.2/spec.html. Oren Ben-Kiki Clark Evans and Brian Ingerson. 2005. YAML Ain’t Markup Language. Retrieved from http://yaml.org/spec/1.2/spec.html.
no DOI — not checkedBigQuery. 2018. Google BigQuery. Retrieved from https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit_comments. BigQuery. 2018. Google BigQuery. Retrieved from https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit_comments.
no DOI — not checkedAmy Bruckman , Kurt Luther , and Casey Fiesler . 2015. When should we use real names in published accounts of internet research? In Digital Research Confidential: The Secrets of Studying Behavior Online . Eszter Hargittai and Christian Sandvig (Eds.), MIT Press . Amy Bruckman, Kurt Luther, and Casey Fiesler. 2015. When should we use real names in published accounts of internet research? In Digital Research Confidential: The Secrets of Studying Behavior Online. Eszter Hargittai and Christian Sandvig (Eds.), MIT Press.
no DOI — not checkedCatherine Buni. 2016. The secret rules of the internet: The murky history of moderation and how it’s shaping the future of free speech. Retrieved from https://www.theverge.com/2016/4/13/11387934/internet-moderator-history-youtube-facebook-reddit-censorship-free-speech. Catherine Buni. 2016. The secret rules of the internet: The murky history of moderation and how it’s shaping the future of free speech. Retrieved from https://www.theverge.com/2016/4/13/11387934/internet-moderator-history-youtube-facebook-reddit-censorship-free-speech.
no DOI — not checkedCatherine Buni. 2019. The Trauma Floor: The secret lives of Facebook moderators in America. Retrieved from https://www.theverge.com/2019/2/25/18229714/cognizant-facebook-content-moderator-interviews-trauma-working-conditions-arizona. Catherine Buni. 2019. The Trauma Floor: The secret lives of Facebook moderators in America. Retrieved from https://www.theverge.com/2019/2/25/18229714/cognizant-facebook-content-moderator-interviews-trauma-working-conditions-arizona.
no DOI — not checkedRobyn Caplan. 2018. Content or Context Moderation? Artisanal Community-Reliant and Industrial Approaches. Retrieved from https://datasociety.net/output/content-or-context-moderation/. Robyn Caplan. 2018. Content or Context Moderation? Artisanal Community-Reliant and Industrial Approaches. Retrieved from https://datasociety.net/output/content-or-context-moderation/.
no DOI — not checkedcaptainmeta4 (Submitter). 2016. What is /u/BotBust?: BotBust. Retrieved from https://www.reddit.com/r/BotBust/comments/5092dg/what_is_ubotbust/. captainmeta4 (Submitter). 2016. What is /u/BotBust?: BotBust. Retrieved from https://www.reddit.com/r/BotBust/comments/5092dg/what_is_ubotbust/.
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no DOI — not checkedAdrian Chen. 2014. The Laborers Who Keep Dick Pics and Beheadings Out of Your Facebook Feed. Wired. Retrieved from https://www.wired.com/2014/10/content-moderation/. Adrian Chen. 2014. The Laborers Who Keep Dick Pics and Beheadings Out of Your Facebook Feed. Wired. Retrieved from https://www.wired.com/2014/10/content-moderation/.
no DOI — not checkedDanielle Keats Citron . 2014. Hate Crimes in Cyberspace . Harvard University Press . Danielle Keats Citron. 2014. Hate Crimes in Cyberspace. Harvard University Press.
no DOI — not checkedDanielle Keats Citron and Mary Anne Franks . 2014 . Criminalizing revenge porn . Wake Forest Law Review 49 (2014), 345 . Danielle Keats Citron and Mary Anne Franks. 2014. Criminalizing revenge porn. Wake Forest Law Review 49 (2014), 345.
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no DOI — not checkedKate Crawford and Tarleton Gillespie . 2016. What is a flag for? Social media reporting tools and the vocabulary of complaint. New Media 8 Society 18, 3 ( 2016 ), 410--428. Kate Crawford and Tarleton Gillespie. 2016. What is a flag for? Social media reporting tools and the vocabulary of complaint. New Media 8 Society 18, 3 (2016), 410--428.
no DOI — not checkedDeimorz (Submitter). 2012. AutoModerator -- A Bot for Automating Straightforward Reddit Moderation Tasks and Improving Upon the Existing Spam-Filter : TheoryOfReddit. Retrieved from https://www.reddit.com/r/TheoryOfReddit/comments/onl2u/automoderator_a_bot_for_automating/. Deimorz (Submitter). 2012. AutoModerator -- A Bot for Automating Straightforward Reddit Moderation Tasks and Improving Upon the Existing Spam-Filter : TheoryOfReddit. Retrieved from https://www.reddit.com/r/TheoryOfReddit/comments/onl2u/automoderator_a_bot_for_automating/.
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no DOI — not checkedSandra E. Garcia. 2018. Ex-Content Moderator Sues Facebook Saying Violent Images Caused Her PTSD. Retrieved from https://www.nytimes.com/2018/09/25/technology/facebook-moderator-job-ptsd-lawsuit.html. Sandra E. Garcia. 2018. Ex-Content Moderator Sues Facebook Saying Violent Images Caused Her PTSD. Retrieved from https://www.nytimes.com/2018/09/25/technology/facebook-moderator-job-ptsd-lawsuit.html.
no DOI — not checkedYsabel Gerrard . 2018. Beyond the hashtag: Circumventing content moderation on social media. New Media 8 Society 20, 12 ( 2018 ), 4492--4511. Ysabel Gerrard. 2018. Beyond the hashtag: Circumventing content moderation on social media. New Media 8 Society 20, 12 (2018), 4492--4511.
no DOI — not checkedTarleton Gillespie . 2017. Governance of and by platforms . In Sage Handbook of Social Media. Sage . Tarleton Gillespie. 2017. Governance of and by platforms. In Sage Handbook of Social Media. Sage.
no DOI — not checkedTarleton Gillespie . 2018. Custodians of the Internet: Platforms , Content Moderation, and the Hidden Decisions That Shape Social Media . Yale University Press . Tarleton Gillespie. 2018. Custodians of the Internet: Platforms, Content Moderation, and the Hidden Decisions That Shape Social Media. Yale University Press.
no DOI — not checkedTarleton Gillespie. 2018. The Logan Paul YouTube controversy and What We Should Expect from Internet Platforms. Retrieved from https://www.vox.com/the-big-idea/2018/1/12/16881046/logan-paul-youtube-controversy-internet-companies. Tarleton Gillespie. 2018. The Logan Paul YouTube controversy and What We Should Expect from Internet Platforms. Retrieved from https://www.vox.com/the-big-idea/2018/1/12/16881046/logan-paul-youtube-controversy-internet-companies.
no DOI — not checkedApril Glaser. 2018. Want a Terrible Job? Facebook and Google May Be Hiring. Retrieved from https://slate.com/technology/2018/01/facebook-and-google-are-building-an-army-of-content-moderators-for-2018.html. April Glaser. 2018. Want a Terrible Job? Facebook and Google May Be Hiring. Retrieved from https://slate.com/technology/2018/01/facebook-and-google-are-building-an-army-of-content-moderators-for-2018.html.
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no DOI — not checkedKate Klonick . 2017. The new governors: The people, rules, and processes governing online speech. Harvard Law Review 131 (March 2017 ), 1598--1670. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2937985. Kate Klonick. 2017. The new governors: The people, rules, and processes governing online speech. Harvard Law Review 131 (March 2017), 1598--1670. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2937985.
no DOI — not checkedPing Liu , Joshua Guberman , Libby Hemphill , and Aron Culotta . 2018 . Forecasting the presence and intensity of hostility on Instagram using linguistic and social features . In Proceedings of the 12th International AAAI Conference on Web and Social Media. Ping Liu, Joshua Guberman, Libby Hemphill, and Aron Culotta. 2018. Forecasting the presence and intensity of hostility on Instagram using linguistic and social features. In Proceedings of the 12th International AAAI Conference on Web and Social Media.
no DOI — not checkedAlexis Madrigal. 2018. Inside Facebook’s Fast-Growing Content-Moderation Effort. Retrieved from https://www.theatlantic.com/technology/archive/2018/02/what-facebook-told-insiders-about-how-it-moderates-posts/552632/. Alexis Madrigal. 2018. Inside Facebook’s Fast-Growing Content-Moderation Effort. Retrieved from https://www.theatlantic.com/technology/archive/2018/02/what-facebook-told-insiders-about-how-it-moderates-posts/552632/.
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