Jahna Otterbacher

schoolOpen University of Cyprusbar_chart#8051 Global Rank

Total Papers

HCI Rank

#8051

Research Areas

Years Active

Recent Publications

It's About Time: A View of Crowdsourced Data Before and During the Pandemic

Data attained through crowdsourcing have an essential role in the development of computer vision algorithms. Crowdsourced data might include reporting biases, since crowdworkers usually describe what is "worth saying" in addition to images’ content. We explore how the unprecedented events of 2020, including the unrest…

CSCW '20CorrespondingHuman-AI Collaboration / Images in AI

To "See" is to Stereotype: Image Tagging Algorithms, Gender Recognition, and the Accuracy-Fairness Trade-off}

Machine-learned computer vision algorithms for tagging images are increasingly used by developers and researchers, having become popularized as easy-to-use "cognitive services.'' Yet these tools struggle with gender recognition, particularly when processing images of women, people of color and non-binary individuals.…

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