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,...

Full description

Saved in:
Bibliographic Details
Published in:Proceedings of the ACM on human-computer interaction 2025-10, Vol.9 (7), p.1-42, Article CSCW300
Main Authors: Scheuerman, Morgan Klaus, Woodruff, Allison, Brubaker, Jed R.
Format: Article
Language:English
Subjects:
Annotation
Applied computing
Artificial intelligence
Collaborative and social computing
Computer vision
Computing methodologies
Document management and text processing
Document preparation
Empirical studies in collaborative and social computing
Human-centered computing
Social and professional topics
User characteristics
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!