Work

Ética y transparencia para la detección de sesgos algorítmicos de género

Year: 2019
Type: article
Abstract: The algorithms’ growing importance shows the discrimination registered, especially on gender and minority groups, besides the need of transparency in the application of these formulas against the corporations' opacity. Despite these biases, the making decision on almost all the knowledge fields, as well as the social, political and economic activities, leans on algorithms because of the blind trust in computer processing and the technological imaginary about their ability to eliminate the error and the bias. The Search Engine Manipulation Effect (SEME) (Epstein y Robertson, 2015) shows very clear effects on voting behavior. Caliskan y Bryson (2017) have also detected the reproduction of gender and ethnic biases when working on already biased data, which lead to a very important statistical deviations in Big.
Language: Spanish
Subfield: Safety Research
Open Access status: diamond
OpenAlex ID: W2995009088
FWCI: 4.364
Cites: 16
Cited by: 17
Related to: 10