Expanding explainability: Towards social transparency in ai systems

U Ehsan, QV Liao, M Muller, MO Riedl… - Proceedings of the 2021 …, 2021 - dl.acm.org
As AI-powered systems increasingly mediate consequential decision-making, their
explainability is critical for end-users to take informed and accountable actions. Explanations …

Understanding the Design Space of AI-Mediated Social Interaction in Online Learning: Challenges and Opportunities

Q Wang, I Camacho, S Jing, AK Goel - … of the ACM on Human-Computer …, 2022 - dl.acm.org
Our online interactions are constantly mediated through Artificial Intelligence (AI), especially
our social interactions. AI-mediated social interaction is the AI-facilitated process of building …

Designing ground truth and the social life of labels

M Muller, CT Wolf, J Andres, M Desmond… - Proceedings of the …, 2021 - dl.acm.org
Ground-truth labeling is an important activity in machine learning. Many studies have
examined how crowdworkers apply labels to records in machine learning datasets …

Towards collaboration translucence: Giving meaning to multimodal group data

V Echeverria, R Martinez-Maldonado… - Proceedings of the …, 2019 - dl.acm.org
Collocated, face-to-face teamwork remains a pervasive mode of working, which is hard to
replicate online. Team members' embodied, multimodal interaction with each other and …

Automated vs. human health coaching: exploring participant and practitioner experiences

EG Mitchell, R Maimone, A Cassells, JN Tobin… - Proceedings of the …, 2021 - dl.acm.org
Health coaching can be an effective intervention to support self-management of chronic
conditions like diabetes, but there are not enough coaching practitioners to reach the …

Sensemaking and the Chemtrail Conspiracy on the Internet: Insights from Believers and Ex-believers

S Xiao, C Cheshire, A Bruckman - Proceedings of the ACM on Human …, 2021 - dl.acm.org
How do people come to believe conspiracy theories, and what role does the internet play in
this process as a socio-technical system? We explore these questions by examining online …

Values, identity, and social translucence: Neurodiverse student teams in higher education

A Zolyomi, AS Ross, A Bhattacharya, L Milne… - Proceedings of the …, 2018 - dl.acm.org
To successfully function within a team, students must develop a range of skills for
communication, organization, and conflict resolution. For students on the autism spectrum …

Piggyback prototyping: Using existing, large-scale social computing systems to prototype new ones

C Grevet, E Gilbert - Proceedings of the 33rd Annual ACM Conference …, 2015 - dl.acm.org
We propose a technique we call piggyback prototyping, a prototyping mechanism for
designing new social computing systems on top of existing ones. Traditional HCI prototyping …

Designing for awareness in interactions with shared systems: the DASS framework

K Niemantsverdriet, HV Essen, M Pakanen… - ACM Transactions on …, 2019 - dl.acm.org
Most systems that we use in everyday life are shared—because multiple people can interact
or because an interaction by one person can affect other people. However, everyday …

Conflicts of Control: Continuous Blood Glucose Monitoring and Coordinated Caregiving for Teenagers with Type 1 Diabetes

Y Yu, DW McDonald - Proceedings of the ACM on Human-Computer …, 2023 - dl.acm.org
Continuous blood glucose monitoring (CGM) is a bio-sensing technology designed to help
individuals with diabetes understand and manage their blood sugar levels. Better control …