Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Negrão, Juliana Gioia lattes
Orientador(a): Schwartzman, José Salomão lattes
Banca de defesa: Seabra, Alessandra Gotuzo lattes, Brunoni, Décio lattes, Mecca, Tatiana Pontrelli lattes, Mograbi, Daniel lattes
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Presbiteriana Mackenzie
Programa de Pós-Graduação: Distúrbios do Desenvolvimento
Departamento: Centro de Ciências Biológicas e da Saúde (CCBS)
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://dspace.mackenzie.br/handle/10899/24577
Resumo: The recognition of facial expressions plays an important role in social interactions, especially during the childhood phase, where oral communications is not yet fully developed. One way to evaluate this skill in children is to use photographs and videos from emotional expressions databases. These materials are important to study the processes of social cognition and can serve as diagnostic tools and clinical intervention. Few studies, however, have focused on building specific photo databases for facial expressions in early childhood. Objective: The present work aims to develop and validate a database of photographs and videos of Brazilian children aged between four and six years, with facial expressions posed and induced for the following emotions: joy, sadness, anger, surprise, disgust, fear and contempt, and lastly the absence of emotion (neutrality). Method: Children were selected from a children's acting agency in Sao Paulo, SP, to participate in the study. A geneticist performed a morphological analysis of the children's photographs and ethnicity was defined only when there was a positive cross with the ethnicity declared by the guardians. In a pilot study, children's photos and videos were selected and tested to elicit emotions. After this stage, the built-in stimuli were applied to children as they were filmed and generated 29 hours of video (Mackenzie TV studios). The first judge (Judge 0) selected photo frames and movie clips that represented the seven emotions and neutrality. These were cut and inserted a web platform a professional specializing in image editing. A second judge (Judge 1) made an analysis of the already fragmented stimuli, and only the photos and videos in which there was 100% agreement between them as to the type of emotion were selected for the construction of the Facial Affective Brazilian Set – Children Image and Video Database (FABS) Database. Then, for validation of the bank, two other judges (Judge 1 and Judge 2) specialists in the Facial Action Coding System (FACS) method analyzed all the photographs and videos that made up the bank. Statistical analysis of agreement between the judges regarding emotions was performed using the Kappa Agreement Index. The accuracy of the judges was compared using the Two Proportion Equality Test. Results: A total of 182 children were selected to participate in the study, of which 31 (21%) were excluded for not achieving ethnic agreement between the geneticist and the child's 8 parents, and 3 (2%) for refusing to participate in the filming. Of the remaining 148, 16 of them participated in the pilot study and 8 children were excluded for lack of agreement between Judges 0 and 1. Thus, 124 children (55% girls) who generated 1985 stimuli participated in the construction of the FABS bank. Of these, 1014 (51%) were photographs, 971 (49%) videos, 904 (46%) were stimuli were posed and 1081 (54%) induced. The agreement analysis between the two judges to validate the bank obtained an overall Kappa index of 0.70 and an accuracy of 73%. There was greater accuracy in the evaluation of children of African descent compared to Caucasian children (76% vs. 72%, p = 0.026), and that the accuracy of judges in the evaluation of 4-year-olds was lower than in those of 6-year-olds (71% vs. 76%, p = 0.46). No significant difference was found in the agreement between judges regarding children's gender or type of stimulus (photo / video). Judges' accuracy was significantly higher when evaluating posed versus induced stimuli (78% vs. 69%, p <0.001) for both photos and videos. The emotions happiness, disgust, contempt and surprise had the highest percentages of agreement among the judges, while neutrality and surprise had the lowest agreement rates. Conclusion: This paper constructed and validated a set of infant facial stimuli that could be applied in future research on emotional recognition in early childhood individuals. In addition, the FBS database allows subsequent studies on the mechanisms involved in the recognition of facial emotions in childhood, and the investigation between facial expressions and psychiatric disorders
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spelling 2020-03-30T17:56:10Z2020-05-28T18:09:27Z2020-05-28T18:09:27Z2019-12-19NEGRÃO, Juliana Gioia. Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS). 2019. 107 f. Tese (Doutorado em Distúrbios do Desenvolvimento) - Universidade Presbiteriana Mackenzie, São Paulo, 2019.http://dspace.mackenzie.br/handle/10899/24577The recognition of facial expressions plays an important role in social interactions, especially during the childhood phase, where oral communications is not yet fully developed. One way to evaluate this skill in children is to use photographs and videos from emotional expressions databases. These materials are important to study the processes of social cognition and can serve as diagnostic tools and clinical intervention. Few studies, however, have focused on building specific photo databases for facial expressions in early childhood. Objective: The present work aims to develop and validate a database of photographs and videos of Brazilian children aged between four and six years, with facial expressions posed and induced for the following emotions: joy, sadness, anger, surprise, disgust, fear and contempt, and lastly the absence of emotion (neutrality). Method: Children were selected from a children's acting agency in Sao Paulo, SP, to participate in the study. A geneticist performed a morphological analysis of the children's photographs and ethnicity was defined only when there was a positive cross with the ethnicity declared by the guardians. In a pilot study, children's photos and videos were selected and tested to elicit emotions. After this stage, the built-in stimuli were applied to children as they were filmed and generated 29 hours of video (Mackenzie TV studios). The first judge (Judge 0) selected photo frames and movie clips that represented the seven emotions and neutrality. These were cut and inserted a web platform a professional specializing in image editing. A second judge (Judge 1) made an analysis of the already fragmented stimuli, and only the photos and videos in which there was 100% agreement between them as to the type of emotion were selected for the construction of the Facial Affective Brazilian Set – Children Image and Video Database (FABS) Database. Then, for validation of the bank, two other judges (Judge 1 and Judge 2) specialists in the Facial Action Coding System (FACS) method analyzed all the photographs and videos that made up the bank. Statistical analysis of agreement between the judges regarding emotions was performed using the Kappa Agreement Index. The accuracy of the judges was compared using the Two Proportion Equality Test. Results: A total of 182 children were selected to participate in the study, of which 31 (21%) were excluded for not achieving ethnic agreement between the geneticist and the child's 8 parents, and 3 (2%) for refusing to participate in the filming. Of the remaining 148, 16 of them participated in the pilot study and 8 children were excluded for lack of agreement between Judges 0 and 1. Thus, 124 children (55% girls) who generated 1985 stimuli participated in the construction of the FABS bank. Of these, 1014 (51%) were photographs, 971 (49%) videos, 904 (46%) were stimuli were posed and 1081 (54%) induced. The agreement analysis between the two judges to validate the bank obtained an overall Kappa index of 0.70 and an accuracy of 73%. There was greater accuracy in the evaluation of children of African descent compared to Caucasian children (76% vs. 72%, p = 0.026), and that the accuracy of judges in the evaluation of 4-year-olds was lower than in those of 6-year-olds (71% vs. 76%, p = 0.46). No significant difference was found in the agreement between judges regarding children's gender or type of stimulus (photo / video). Judges' accuracy was significantly higher when evaluating posed versus induced stimuli (78% vs. 69%, p <0.001) for both photos and videos. The emotions happiness, disgust, contempt and surprise had the highest percentages of agreement among the judges, while neutrality and surprise had the lowest agreement rates. Conclusion: This paper constructed and validated a set of infant facial stimuli that could be applied in future research on emotional recognition in early childhood individuals. In addition, the FBS database allows subsequent studies on the mechanisms involved in the recognition of facial emotions in childhood, and the investigation between facial expressions and psychiatric disordersO reconhecimento das expressões faciais desempenha um papel importante nas interações sociais, principalmente durante na fase da infância onde a linguagem verbal ainda não está plenamente desenvolvida. Uma forma de avaliar essa habilidade em crianças é utilizar fotografias e vídeos presentes em bancos de expressões emocionais. Esses materiais mostram-se importantes para estudar os processos da cognição social e podem servir de ferramenta diagnóstica e de intervenção clínica. No entanto, poucos estudos se concentraram em construir bancos específicos de fotografias de expressões faciais de crianças na primeira infância. Objetivo: O presente trabalho teve como objetivo desenvolver e validar um banco de fotografias e vídeos de crianças brasileiras com idade entre quatro e seis anos com expressões faciais posadas e induzidas das seguintes emoções: felicidade, tristeza, raiva, surpresa, nojo, medo e desprezo, além da ausência de emoção (neutralidade). Método: Foram selecionadas crianças de uma agência de atores infantis em São Paulo (SP) para participarem do estudo. Um geneticista realizou uma análise morfológica das fotografias das crianças e a etnia foi definida somente quando houve cruzamento positivo com a etnia declarada pelos responsáveis. Em estudo piloto, fotos e vídeos infantis foram selecionados e testados para eliciar as emoções. Após esta etapa, os estímulos construídos foram aplicados em crianças enquanto elas eram filmadas, e geraram 29 horas de vídeos (estúdios da TV Mackenzie). Um primeiro juiz (juiz 0) selecionou frames de fotos e trechos de filmes que representassem as sete emoções e neutralidade. Eles foram cortados e inseridos uma plataforma Web por um profissional especializado em edição de imagens. Um segundo juiz (juiz 1) fez uma análise dos estímulos já editados. Somente as fotografias e vídeos em que houve concordância da emoção entre os juízes 0 e 1, foram selecionados para construção do Banco Facial Affective Brazilian Set – Children Image and Video Database (FABS). A seguir, para validação do banco, outros dois juízes (juiz 1 e juiz 2), especialistas no método Facial Action Coding System (FACS), analisaram todas as fotografias e vídeos que compunham o banco. A análise estatística de concordância entre os juízes quanto às emoções foi realizada por meio do Índice de Concordância de Kappa. A acurácia dos juízes foi comparada por meio do Teste de Igualdade de Duas Proporções. Resultados: Foram selecionados para participar do estudo 182 crianças, das quais 31 (21%) foram excluídas por não alcançarem a concordância étnica entre o geneticista e os pais da criança, e três (2%) por se recusarem a participar das filmagens. Das 148 restantes, 16 delas participaram do estudo piloto e 8 crianças foram excluídas por falta de concordância entre os juízes 0 e 1. Assim, participaram da construção do banco FABS 124 crianças (55% meninas) que geraram 1985 estímulos. Destes, 1014 (51%) eram fotografias, 971 (49%) vídeos, 904 (46%) eram estímulos posados e 1081 (54%) induzidos. A análise de concordância entre os dois juízes para validação do banco obteve índice geral de Kappa de 0,70, e acurácia de 73%. Verificou-se maior acurácia na avaliação de crianças afrodescendentes em relação às caucasianas (76% vs. 72%, p=0,026), e que a acurácia dos juízes na avaliação de crianças de 4 anos foi menor que naquelas de 6 anos (71% vs. 76%, p=0,46). Não foi verificada diferença significativa na concordância entre juízes quanto gênero das crianças ou tipo de estímulo (foto/vídeo). A acurácia dos juízes foi significativamente maior ao avaliar estímulos posados em relação aos induzidos (78% vs. 69%, p<0,001). As emoções felicidade, nojo, desprezo e surpresa tiveram os maiores percentuais de concordância entre os juízes, enquanto que neutralidade e surpresa apresentaram as menores taxas de concordância. Conclusão: Este trabalho construiu e validou conjunto de estímulos faciais infantis que poderão ser aplicados em pesquisas futuras sobre o reconhecimento emocional em indivíduos na primeira infância. Além disso, o banco de dados FABS pode ser base para estudos subsequentes sobre os mecanismos envolvidos no reconhecimento de emoções faciais na infância, e a investigação entre as expressões faciais e transtornos psiquiátricosCoordenação de Aperfeiçoamento de Pessoal de Nível Superiorapplication/pdfporUniversidade Presbiteriana MackenzieDistúrbios do DesenvolvimentoUPMBrasilCentro de Ciências Biológicas e da Saúde (CCBS)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessexpressões faciaiscriançabanco de estímulos faciaisemoçãoCNPQ::CIENCIAS HUMANAS::PSICOLOGIADesenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisOsório, Ana Alexandra Caldashttp://lattes.cnpq.br/9011606474221997Schwartzman, José Salomãohttp://lattes.cnpq.br/1470693655000888Seabra, Alessandra Gotuzohttp://lattes.cnpq.br/7828325860191703Brunoni, Déciohttp://lattes.cnpq.br/6245382294135211Mecca, Tatiana Pontrellihttp://lattes.cnpq.br/9354478198313928Mograbi, Danielhttp://lattes.cnpq.br/7381485367840499http://lattes.cnpq.br/0050383654883010Negrão, Juliana Gioiahttp://tede.mackenzie.br/jspui/bitstream/tede/4170/5/Juliana%20Gioia%20Negr%C3%A3o.pdfface expressionskidface stimuli setsemotionreponame:Biblioteca Digital de Teses e Dissertações do Mackenzieinstname:Universidade Presbiteriana Mackenzie (MACKENZIE)instacron:MACKENZIE10899/245772020-05-28 15:09:27.028Biblioteca Digital de Teses e Dissertaçõeshttp://tede.mackenzie.br/jspui/PRI
dc.title.por.fl_str_mv Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
title Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
spellingShingle Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
Negrão, Juliana Gioia
expressões faciais
criança
banco de estímulos faciais
emoção
CNPQ::CIENCIAS HUMANAS::PSICOLOGIA
title_short Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
title_full Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
title_fullStr Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
title_full_unstemmed Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
title_sort Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS)
author Negrão, Juliana Gioia
author_facet Negrão, Juliana Gioia
author_role author
dc.contributor.advisor-co1.fl_str_mv Osório, Ana Alexandra Caldas
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/9011606474221997
dc.contributor.advisor1.fl_str_mv Schwartzman, José Salomão
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/1470693655000888
dc.contributor.referee1.fl_str_mv Seabra, Alessandra Gotuzo
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/7828325860191703
dc.contributor.referee2.fl_str_mv Brunoni, Décio
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/6245382294135211
dc.contributor.referee3.fl_str_mv Mecca, Tatiana Pontrelli
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/9354478198313928
dc.contributor.referee4.fl_str_mv Mograbi, Daniel
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/7381485367840499
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0050383654883010
dc.contributor.author.fl_str_mv Negrão, Juliana Gioia
contributor_str_mv Osório, Ana Alexandra Caldas
Schwartzman, José Salomão
Seabra, Alessandra Gotuzo
Brunoni, Décio
Mecca, Tatiana Pontrelli
Mograbi, Daniel
dc.subject.por.fl_str_mv expressões faciais
criança
banco de estímulos faciais
emoção
topic expressões faciais
criança
banco de estímulos faciais
emoção
CNPQ::CIENCIAS HUMANAS::PSICOLOGIA
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS HUMANAS::PSICOLOGIA
description The recognition of facial expressions plays an important role in social interactions, especially during the childhood phase, where oral communications is not yet fully developed. One way to evaluate this skill in children is to use photographs and videos from emotional expressions databases. These materials are important to study the processes of social cognition and can serve as diagnostic tools and clinical intervention. Few studies, however, have focused on building specific photo databases for facial expressions in early childhood. Objective: The present work aims to develop and validate a database of photographs and videos of Brazilian children aged between four and six years, with facial expressions posed and induced for the following emotions: joy, sadness, anger, surprise, disgust, fear and contempt, and lastly the absence of emotion (neutrality). Method: Children were selected from a children's acting agency in Sao Paulo, SP, to participate in the study. A geneticist performed a morphological analysis of the children's photographs and ethnicity was defined only when there was a positive cross with the ethnicity declared by the guardians. In a pilot study, children's photos and videos were selected and tested to elicit emotions. After this stage, the built-in stimuli were applied to children as they were filmed and generated 29 hours of video (Mackenzie TV studios). The first judge (Judge 0) selected photo frames and movie clips that represented the seven emotions and neutrality. These were cut and inserted a web platform a professional specializing in image editing. A second judge (Judge 1) made an analysis of the already fragmented stimuli, and only the photos and videos in which there was 100% agreement between them as to the type of emotion were selected for the construction of the Facial Affective Brazilian Set – Children Image and Video Database (FABS) Database. Then, for validation of the bank, two other judges (Judge 1 and Judge 2) specialists in the Facial Action Coding System (FACS) method analyzed all the photographs and videos that made up the bank. Statistical analysis of agreement between the judges regarding emotions was performed using the Kappa Agreement Index. The accuracy of the judges was compared using the Two Proportion Equality Test. Results: A total of 182 children were selected to participate in the study, of which 31 (21%) were excluded for not achieving ethnic agreement between the geneticist and the child's 8 parents, and 3 (2%) for refusing to participate in the filming. Of the remaining 148, 16 of them participated in the pilot study and 8 children were excluded for lack of agreement between Judges 0 and 1. Thus, 124 children (55% girls) who generated 1985 stimuli participated in the construction of the FABS bank. Of these, 1014 (51%) were photographs, 971 (49%) videos, 904 (46%) were stimuli were posed and 1081 (54%) induced. The agreement analysis between the two judges to validate the bank obtained an overall Kappa index of 0.70 and an accuracy of 73%. There was greater accuracy in the evaluation of children of African descent compared to Caucasian children (76% vs. 72%, p = 0.026), and that the accuracy of judges in the evaluation of 4-year-olds was lower than in those of 6-year-olds (71% vs. 76%, p = 0.46). No significant difference was found in the agreement between judges regarding children's gender or type of stimulus (photo / video). Judges' accuracy was significantly higher when evaluating posed versus induced stimuli (78% vs. 69%, p <0.001) for both photos and videos. The emotions happiness, disgust, contempt and surprise had the highest percentages of agreement among the judges, while neutrality and surprise had the lowest agreement rates. Conclusion: This paper constructed and validated a set of infant facial stimuli that could be applied in future research on emotional recognition in early childhood individuals. In addition, the FBS database allows subsequent studies on the mechanisms involved in the recognition of facial emotions in childhood, and the investigation between facial expressions and psychiatric disorders
publishDate 2019
dc.date.issued.fl_str_mv 2019-12-19
dc.date.accessioned.fl_str_mv 2020-03-30T17:56:10Z
2020-05-28T18:09:27Z
dc.date.available.fl_str_mv 2020-05-28T18:09:27Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv NEGRÃO, Juliana Gioia. Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS). 2019. 107 f. Tese (Doutorado em Distúrbios do Desenvolvimento) - Universidade Presbiteriana Mackenzie, São Paulo, 2019.
dc.identifier.uri.fl_str_mv http://dspace.mackenzie.br/handle/10899/24577
identifier_str_mv NEGRÃO, Juliana Gioia. Desenvolvimento de um banco de fotografias e vídeos de expressões emocionais de crianças brasileiras de quatro a seis anos. Facial Affective Brazilian Set - children image and vídeo database (FABS). 2019. 107 f. Tese (Doutorado em Distúrbios do Desenvolvimento) - Universidade Presbiteriana Mackenzie, São Paulo, 2019.
url http://dspace.mackenzie.br/handle/10899/24577
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Presbiteriana Mackenzie
dc.publisher.program.fl_str_mv Distúrbios do Desenvolvimento
dc.publisher.initials.fl_str_mv UPM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Ciências Biológicas e da Saúde (CCBS)
publisher.none.fl_str_mv Universidade Presbiteriana Mackenzie
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações do Mackenzie
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