Allison Woodruff

How Data Workers Shape Datasets: The Role of Positionality in Data Collection and Annotation for Computer Vision

Data workers play a key role in the big data industry. Clients hire data workers to collect and annotate data with human identity concepts, like demographic categories or clothing items. Often, such workers are treated as computational—they are expected to quickly and objectively conduct their work, with the goal of h…