Data from a Gender Perspective… How to Close the Data Gap between Genders
According to statistics, males represent 50.5% of the total world population while females represent 49.5% of it. Despite the close ratios, this is not reflected in data on which different fields all over the world depend. Among these fields, that are increasingly and hugely impacting all aspects of life, are the Artificial Intelligence (AI) systems. During the development of AI algorithms, women, i.e., half of the world’s population, are mostly ignored, while depending almost exclusively on data representing males. This leads to such systems being biased due to the bias of data they depend on.
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