Name: Unmasking Gender Biases (en Inglés)
SKU: 66814964
Price: 62.50 USD
Availability: InStock
Author: Vitola-Quintero, Marena; Moreno Sáenz, José Julián; Jiménez Herrera, Jhon Eduard

portada Unmasking Gender Biases (en Inglés)

Formato

Libro Físico

Editorial

Our Knowledge Publishing

Autor

Vitola-Quintero, Marena; Moreno Sáenz, José Julián; Jiménez Herrera, Jhon Eduard

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.4 cm

ISBN13

9786209538230

Unmasking Gender Biases (en Inglés)

Vitola-Quintero, Marena; Moreno Sáenz, José Julián; Jiménez Herrera, Jhon Eduard (Autor) · Our Knowledge Publishing · Tapa Blanda

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Reseña del libro "Unmasking Gender Biases (en Inglés)"

Through a systematic literature review, this paper explores how some AI algorithms are biased, a situation that represents a major ethical and social risk, given that automated systems actively participate in a variety of decisions. It also discusses how the lack of diversity in AI development teams and training datasets increases the likelihood of bias. In addition, it highlights the ethical and social implications of these biases in different contexts, such as in the workplace, where automated hiring tools discriminate against female candidates, or in medicine, where diagnoses are less accurate for women due to lack of representative data. From the regulatory point of view, the insufficiency of binding legal frameworks is recognized. Although there are efforts such as the AI Law proposed by the European Union or the ethical recommendations of UNESCO, many of these regulations lack effective enforcement mechanisms. In contrast, countries such as Canada have moved forward with mandatory algorithmic impact assessment tools, which represent a more effective model.