Psychometrics, profiles and bias: The case for facial recognition
Psychometric studies allow measurements based on vector correlations that produce predictions of human behavioral traits. With increasing digitization, psychometrics has been used to design profiles of individuals through various mechanisms: Big Data, Machine Learning, among others. Far from being n...
Сохранить в:
| Главный автор: | |
|---|---|
| Формат: | article |
| Язык: | испанский |
| Опубликовано: |
2021
|
| Предметы: | |
| Online-ссылка: | https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156 https://hdl.handle.net/20.500.11968/4326 http://hdl.handle.net/20.500.11968/4326 |
| Метки: |
Нет меток, Требуется 1-ая метка записи!
|
| _version_ | 1868889970196873216 |
|---|---|
| author | Gómez, Juan Camilo |
| author_browse | Gómez, Juan Camilo |
| author_facet | Gómez, Juan Camilo |
| author_role | author |
| collection | RAD |
| dc.creator.none.fl_str_mv | Gómez, Juan Camilo |
| dc.date.none.fl_str_mv | 2021-08-18 |
| dc.format.none.fl_str_mv | application/pdf text/html text/xml |
| dc.identifier.none.fl_str_mv | https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156 10.18861/ic.2021.16.2.3156 https://hdl.handle.net/20.500.11968/4326 http://hdl.handle.net/20.500.11968/4326 |
| dc.language.none.fl_str_mv | spa |
| dc.publisher.none.fl_str_mv | Universidad ORT Uruguay |
| dc.relation.none.fl_str_mv | https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3410 https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3471 https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3472 |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/4.0 |
| dc.source.none.fl_str_mv | 1688-8626 1510-5091 10.18861/ic.2021.16.2 reponame:RAD instname:Universidad ORT Uruguay instacron:Universidad ORT InMediaciones de la Comunicación; Vol. 16 Núm. 2 (2021): InMediaciones de la Comunicación |
| dc.subject.none.fl_str_mv | psychometrics profile-dividum facial recognition bias psicometría perfil-dividuo reconocimiento facial sesgos psicometria perfil-dividuo reconhecimento facial vieses |
| dc.title.none.fl_str_mv | Psychometrics, profiles and bias: The case for facial recognition Psicometría, perfiles y sesgos: El caso del reconocimiento facial Psicometria, perfis e vieses: O caso do reconhecimento facial |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion vol10 info:eu-repo/semantics/publishedVersion |
| description | Psychometric studies allow measurements based on vector correlations that produce predictions of human behavioral traits. With increasing digitization, psychometrics has been used to design profiles of individuals through various mechanisms: Big Data, Machine Learning, among others. Far from being neutral, these profiles are based on methodologies which produce biases that affect the profiled individuals. This article proposes that psychometrics elaborates a dividual-profile that generates a reduction of individuals and produces forms that augur the way in which they should behave. Here the conjecture is exemplified from the analysis of a case of psychometric measurement based on facial recognition. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | anni_193e6a4425ff8ddceca7dc295b0ebfad |
| identifier_str_mv | 10.18861/ic.2021.16.2.3156 |
| instacron_str | Universidad ORT |
| institution | Universidad ORT |
| instname_str | Universidad ORT Uruguay |
| language | spa |
| network_acronym_str | anni |
| network_name_str | oai-lr-anni |
| oai_identifier_str | oai:rad.ort.edu.uy:20.500.11968/4326 |
| publishDate | 2021 |
| publishDateSort | 2021 |
| publisher.none.fl_str_mv | Universidad ORT Uruguay |
| reponame_str | RAD |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | http://creativecommons.org/licenses/by/4.0 |
| spelling | Psychometrics, profiles and bias: The case for facial recognitionPsicometría, perfiles y sesgos: El caso del reconocimiento facialPsicometria, perfis e vieses: O caso do reconhecimento facialGómez, Juan Camilopsychometricsprofile-dividumfacial recognitionbiaspsicometríaperfil-dividuoreconocimiento facialsesgospsicometriaperfil-dividuoreconhecimento facialviesesPsychometric studies allow measurements based on vector correlations that produce predictions of human behavioral traits. With increasing digitization, psychometrics has been used to design profiles of individuals through various mechanisms: Big Data, Machine Learning, among others. Far from being neutral, these profiles are based on methodologies which produce biases that affect the profiled individuals. This article proposes that psychometrics elaborates a dividual-profile that generates a reduction of individuals and produces forms that augur the way in which they should behave. Here the conjecture is exemplified from the analysis of a case of psychometric measurement based on facial recognition.Los estudios psicométricos permiten realizar mediciones basadas en correlaciones de vectores que producen predicciones de rasgos del comportamiento humano. Con la creciente digitalización, la psicometría ha sido usada para diseñar perfiles de los individuos a través de diversos mecanismos: big data, machine learning, etc. Lejos de ser neutrales, estos perfiles están basados en metodologías que producen sesgos que afectan a los individuos perfilados. Así, este artículo plantea que la psicometría elabora un perfil-dividuo que genera una reducción de los individuos y produce formas en las que estos tienen que comportarse. Para ello, se ejemplifica con un caso de medición psicométrica basada en el reconocimiento facial.Os estudos psicométricos permitem realizar medições baseadas em correlações de vetores que produzem previsões de traços comportamentais humanos. Com o aumento da digitalização, a psicometria tem sido usada para projetar perfis de indivíduos por meio de vários mecanismos: Big Data, Machine Learning, entre outros. Longe de serem neutros, esses perfis baseiam-se em metodologias que produzem vieses que afetam os indivíduos perfilados. Este artigo apresenta que a psicometria desenvolve um perfil-dividuo gerando uma redução dos indivíduos e produz formas que pressagiam como eles deveriam se comportar. Aqui a conjectura é exemplificada a partir da análise de um caso de medição psicométrica baseada no reconhecimento facial.Universidad ORT Uruguay2021-08-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionvol10info:eu-repo/semantics/publishedVersionapplication/pdftext/htmltext/xmlhttps://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/315610.18861/ic.2021.16.2.3156https://hdl.handle.net/20.500.11968/4326http://hdl.handle.net/20.500.11968/43261688-86261510-509110.18861/ic.2021.16.2reponame:RADinstname:Universidad ORT Uruguayinstacron:Universidad ORTInMediaciones de la Comunicación; Vol. 16 Núm. 2 (2021): InMediaciones de la Comunicaciónspahttps://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3410https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3471https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156/3472info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/4.0oai:rad.ort.edu.uy:20.500.11968/43262026-06-16T04:09:39Z |
| spellingShingle | Psychometrics, profiles and bias: The case for facial recognition Gómez, Juan Camilo psychometrics profile-dividum facial recognition bias psicometría perfil-dividuo reconocimiento facial sesgos psicometria perfil-dividuo reconhecimento facial vieses |
| status_str | publishedVersion |
| title | Psychometrics, profiles and bias: The case for facial recognition |
| title_full | Psychometrics, profiles and bias: The case for facial recognition |
| title_fullStr | Psychometrics, profiles and bias: The case for facial recognition |
| title_full_unstemmed | Psychometrics, profiles and bias: The case for facial recognition |
| title_short | Psychometrics, profiles and bias: The case for facial recognition |
| title_sort | Psychometrics, profiles and bias: The case for facial recognition |
| topic | psychometrics profile-dividum facial recognition bias psicometría perfil-dividuo reconocimiento facial sesgos psicometria perfil-dividuo reconhecimento facial vieses |
| url | https://revistas.ort.edu.uy/inmediaciones-de-la-comunicacion/article/view/3156 https://hdl.handle.net/20.500.11968/4326 http://hdl.handle.net/20.500.11968/4326 |