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15 Μαρ 2024 · In this review, we aimed to provide an overview of recent ML methods used to predict the gender and age of Twitter users, as these are key demographics for epidemiology. Our review indicates that both tasks have been popular, but the identification of gender has received more attention than the identification of age.
We compare and benchmark five name-to-gender inference services by applying them to the classification of a test data set consisting of 7,076 manually labeled names. The compiled names are analyzed and characterized according to their geographical and cultural origin.
5 Μαΐ 2023 · We reconcile these heterogeneous findings through a “meta-reanalysis” of the average effects of being described as a woman (versus a man), conditional on occupation. We find a strongly positive gender gradient.
Next we review the research in which gender ideology is predicted, incorporating a historical compo-nent by focusing concurrently on research with trend and panel data. Finally, we summarize...
18 Φεβ 2020 · In this paper, we provide an extensive definition of gender, and discuss how researchers could operationalise the gender variable/s. If gender is relevant for the research question – how is it relevant?
