In this article, we develop the concept of Transparency by Design that serves as practical
guidance in hel** promote the beneficial functions of transparency while mitigating its …

Content moderation research typically prioritizes representing and addressing challenges
for one group of stakeholders or communities in one type of context. While taking a focused …

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 …

Social media sites use content moderation to attempt to cultivate safe spaces with accurate
information for their users. However, content moderation decisions may not be applied …

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 …

Explainable machine learning offers the potential to provide stakeholders with insights into
model behavior by using various methods such as feature importance scores, counterfactual …

TikTok, a short‐video app featuring video content typically between 15 and 60 s long, has
become immensely popular around the world in the last few years. However, the worldwide …

Algorithmic governance as a key concept in controversies around the emerging digital
society highlights the idea that digital technologies produce social ordering in a specific way …

Social media platforms moderate content for each user by incorporating the outputs of both
platform-wide content moderation systems and, in some cases, user-configured personal …

What one may say on the internet is increasingly controlled by a mix of automated programs,
and decisions made by paid and volunteer human moderators. On the popular social media …