5 papers
Color, Gender, and Bias: Examining the Role of Stereotyped Colors in Visualization-Driven Pay Decisions
Florent Cabric, Margret Vilborg Bjarnadottir, Petra Isenberg
We investigate the impact of stereotyped gender-color associations in a visualization-driven decision-making task. In the context of gender data visualization, the well-known "pink…
Using LLMs to create analytical datasets: A case study of reconstructing the historical memory of Colombia
David Anderson, Galia Benitez, Margret Bjarnadottir +1
Colombia has been submerged in decades of armed conflict, yet until recently, the systematic documentation of violence was not a priority for the Colombian government. This has res…
Paging Dr. GPT: Extracting Information from Clinical Notes to Enhance Patient Predictions
David Anderson, Michaela Anderson, Margret Bjarnadottir +2
There is a long history of building predictive models in healthcare using tabular data from electronic medical records. However, these models fail to extract the information found…
Eleven Years of Gender Data Visualization: A Step Towards More Inclusive Gender Representation
Florent Cabric, Margrét Vilborg Bjarnadóttir, Meng Ling +2
We present an analysis of the representation of gender as a data dimension in data visualizations and propose a set of considerations around visual variables and annotations for ge…
Open Questions about the Visualization of Sociodemographic Data
Florent Cabric, Margrét Vilborg Bjarnadóttir, Anne-Flore Cabouat +1
This paper collects a set of open research questions on how to visualize sociodemographic data. Sociodemographic data is a common part of datasets related to people, including inst…