Social data: Biases, methodological pitfalls, and ethical boundaries
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …
between people, and behavioral traces—are at the core of popular applications and …
[HTML][HTML] Artificial intelligence is stupid and causal reasoning will not fix it
JM Bishop - Frontiers in Psychology, 2021 - frontiersin.org
Artificial Neural Networks have reached “grandmaster” and even “super-human”
performance across a variety of games, from those involving perfect information, such as Go …
performance across a variety of games, from those involving perfect information, such as Go …
The effect of extremist violence on hateful speech online
User-generated content online is shaped by many factors, including endogenous elements
such as platform affordances and norms, as well as exogenous elements, in particular …
such as platform affordances and norms, as well as exogenous elements, in particular …
Fake cures: user-centric modeling of health misinformation in social media
Social media's unfettered access has made it an important venue for health discussion and
a resource for patients and their loved ones. However, the quality of information available …
a resource for patients and their loved ones. However, the quality of information available …
Text and causal inference: A review of using text to remove confounding from causal estimates
KA Keith, D Jensen, B O'Connor - ar** HCI research methods for studying social media interaction: A systematic literature review
In the last decades, researchers in Human-computer interaction (HCI) took numerous efforts
to investigate people's social media interaction. To understand how researchers in HCI have …
to investigate people's social media interaction. To understand how researchers in HCI have …
Causal effects of linguistic properties
We consider the problem of using observational data to estimate the causal effects of
linguistic properties. For example, does writing a complaint politely lead to a faster response …
linguistic properties. For example, does writing a complaint politely lead to a faster response …
Bystanders of Online Moderation: Examining the Effects of Witnessing Post-Removal Explanations
Prior research on transparency in content moderation has demonstrated the benefits of
offering post-removal explanations to sanctioned users. In this paper, we examine whether …
offering post-removal explanations to sanctioned users. In this paper, we examine whether …