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Automated emotional facial expression assessment and emotional elicitation through film clip stimuli

  • Datos identificativos

    Identificador: imarina:9139034
    Autores:
    Ventura, DavidHeredia, LuisTorrente, MargaritaVicens, Paloma
    Resumen:
    © 2020 Institute of Experimental Psychology, Centre of Social and Psychological Sciences, Slovak Academy of Sciences. All rights reserved. Numerous film clip databases are available for eliciting emotional states in humans. Some of the databases have been validated through self-reported questionnaires based on the discrete emotions perspective. In this study we analyzed some of these film clips using a software to assess emotional facial expression in humans. To do so, we selected 12 emotional stimuli (two for each emotion assessed). Other film clips containing basic mathematical operations were used as distractor stimuli. In total, 65 healthy volunteers participated in this study. We performed statistical analyses to compare differences in the discrete emotional intensities of each stimulus and compared these intensities with the distractor stimuli. Although the emotional facial recognition software was able to clearly detect discrete emotions for some stimuli (happiness and anger), some inconsistencies were found between previous self-reported emotional assessments studies and the data obtained with this software. Our results also showed that film clip stimuli present a complex emotional profile, making it difficult to classify them into discrete categories. Software to detect facial emotional expression may therefore be a useful tool for investigating emotions and the emotional profiles of film clip stimuli. However, further studies are needed to corroborate our results.
  • Otros:

    Autor según el artículo: Ventura, David; Heredia, Luis; Torrente, Margarita; Vicens, Paloma
    Departamento: Psicologia
    e-ISSN: 2585-8815
    Autor/es de la URV: Heredia Santaella, Luis / Torrente Torné, Margarita / Vicens Calderón, Paloma
    Palabras clave: Film clips databases Facial recognition software Emotional elicitation Emotion
    Resumen: © 2020 Institute of Experimental Psychology, Centre of Social and Psychological Sciences, Slovak Academy of Sciences. All rights reserved. Numerous film clip databases are available for eliciting emotional states in humans. Some of the databases have been validated through self-reported questionnaires based on the discrete emotions perspective. In this study we analyzed some of these film clips using a software to assess emotional facial expression in humans. To do so, we selected 12 emotional stimuli (two for each emotion assessed). Other film clips containing basic mathematical operations were used as distractor stimuli. In total, 65 healthy volunteers participated in this study. We performed statistical analyses to compare differences in the discrete emotional intensities of each stimulus and compared these intensities with the distractor stimuli. Although the emotional facial recognition software was able to clearly detect discrete emotions for some stimuli (happiness and anger), some inconsistencies were found between previous self-reported emotional assessments studies and the data obtained with this software. Our results also showed that film clip stimuli present a complex emotional profile, making it difficult to classify them into discrete categories. Software to detect facial emotional expression may therefore be a useful tool for investigating emotions and the emotional profiles of film clip stimuli. However, further studies are needed to corroborate our results.
    Áreas temáticas: Psychology, multidisciplinary Psychology (miscellaneous) Psychology (all) Psychology Psicología Interdisciplinar General psychology Ciencias sociales
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 0039-3320
    Direcció de correo del autor: luis.heredia@urv.cat paloma.vicens@urv.cat luis.heredia@urv.cat margarita.torrente@urv.cat
    Identificador del autor: 0000-0001-9330-9418 0000-0003-0732-5070 0000-0001-9330-9418 0000-0002-8901-6345
    Fecha de alta del registro: 2024-10-12
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Enlace a la fuente original: https://journals.savba.sk/index.php/studiapsychologica/article/view/38
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Studia Psychologica. 62 (4): 350-363
    Referencia de l'ítem segons les normes APA: Ventura, David; Heredia, Luis; Torrente, Margarita; Vicens, Paloma (2020). Automated emotional facial expression assessment and emotional elicitation through film clip stimuli. Studia Psychologica, 62(4), 350-363. DOI: 10.31577/SP.2020.04.809
    DOI del artículo: 10.31577/SP.2020.04.809
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2020
    Tipo de publicación: Journal Publications
  • Palabras clave:

    Psychology,Psychology (Miscellaneous),Psychology, Multidisciplinary
    Film clips databases
    Facial recognition software
    Emotional elicitation
    Emotion
    Psychology, multidisciplinary
    Psychology (miscellaneous)
    Psychology (all)
    Psychology
    Psicología
    Interdisciplinar
    General psychology
    Ciencias sociales
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