Despite the growing consensus that stakeholders affected by AI systems should participate
in their design, enormous variation and implicit disagreements exist among current …

Domain experts play an essential role in data science by hel** data scientists situate their
technical work beyond the statistical analysis of large datasets. How domain experts …

Investigative journalists and public defenders conduct the essential work of examining,
reporting, and arguing critical cases around police use-of-force and misconduct. In an ideal …

Research in the wild can reveal human behaviors, contexts, and needs around products that
are difficult to observe in the lab. Telemetry data from the use of physical products can help …

Public services increasingly presume a new and more active role for individuals to play in
datafied society. While design efforts increasingly attempt to include stakeholders, such …

Data science has become an important topic for the CHI conference and community, as
shown by many papers and a series of workshops. Previous workshops have taken a critical …

Digital data shape work practices as they travel through space, time, and social situations. In
turn, workers shape the materiality of data through different data-oriented activities. In this …

As a wider range of organizations explore using data science systems, data science
research has given growing attention to the role of domain experts. Most of this research still …

In the densifying data ecosystem of today's cities, data intermediaries are crucial
stakeholders in facilitating data access and use. Community advocates live in these sites of …

Nowadays, voluminous data support may influence decision-making. People with varied
profiles need to interact with data to gain valuable insights. There is a need for software tools …