Algorithmic content moderation: Technical and political challenges in the automation of platform governance

R Gorwa, R Binns, C Katzenbach - Big Data & Society, 2020 - journals.sagepub.com
As government pressure on major technology companies builds, both firms and legislators
are searching for technical solutions to difficult platform governance puzzles such as hate …

The fabrics of machine moderation: Studying the technical, normative, and organizational structure of Perspective API

B Rieder, Y Skop - Big Data & Society, 2021 - journals.sagepub.com
Over recent years, the stakes and complexity of online content moderation have been
steadily raised, swelling from concerns about personal conflict in smaller communities to …

“AI will fix this”–The technical, discursive, and political turn to AI in governing communication

C Katzenbach - Big Data & Society, 2021 - journals.sagepub.com
Technologies of “artificial intelligence”(AI) and machine learning (ML) are increasingly
presented as solutions to key problems of our societies. Companies are developing …

No amount of “AI” in content moderation will solve filtering's prior-restraint problem

EJ Llansó - Big Data & Society, 2020 - journals.sagepub.com
Contemporary policy debates about managing the enormous volume of online content have
taken a renewed focus on upload filtering, automated detection of potentially illegal content …

The shadow banning controversy: perceived governance and algorithmic folklore

L Savolainen - Media, Culture & Society, 2022 - journals.sagepub.com
In this paper, I approach platform governance through algorithmic folklore, consisting of
beliefs and narratives about moderation systems that are passed on informally and can exist …

Do not recommend? Reduction as a form of content moderation

T Gillespie - Social Media+ Society, 2022 - journals.sagepub.com
Public debate about content moderation has overwhelmingly focused on removal: social
media platforms deleting content and suspending users, or opting not to do so. However …

Examining embedded apparatuses of AI in Facebook and TikTok

J Grandinetti - Ai & Society, 2023 - Springer
In popular discussions, the nuances of AI are often abridged as “the algorithm”, as the
specific arrangements of machine learning (ML), deep learning (DL) and automated …

Detecting harmful content on online platforms: what platforms need vs. where research efforts go

A Arora, P Nakov, M Hardalov, SM Sarwar… - ACM Computing …, 2023 - dl.acm.org
The proliferation of harmful content on online platforms is a major societal problem, which
comes in many different forms, including hate speech, offensive language, bullying and …

Content or context moderation?

R Caplan - 2018 - apo.org.au
Platform companies are increasingly being called upon to make ethical decisions regarding
speech, and in response, the public is becoming more interested in how content moderation …

SoK: Content moderation in social media, from guidelines to enforcement, and research to practice

M Singhal, C Ling, P Paudel, P Thota… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …