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Related Experiment Video

Updated: Jan 24, 2026

Exploring the Use of Isolated Expressions and Film Clips to Evaluate Emotion Recognition by People with Traumatic Brain Injury
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Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample.

Sharifa Alghowinem1,2, Roland Goecke3, Michael Wagner4,5

  • 1College of Computer and Information Science, Prince Sultan University, Riyadh 11586, Saudi Arabia. sghowinem@psu.edu.sa.

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Summary

Cultural relevance in media significantly impacts emotion recognition. Using culturally familiar movie clips enhances the accuracy of detecting affective states, as shown by higher recognition rates in this study.

Keywords:
affective computingcross-cultureemotion elicitationemotion recognitionemotion stimuliphysiological responses

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Area of Science:

  • Affective computing
  • Human-computer interaction
  • Cross-cultural psychology

Background:

  • Estimating human affective states is advancing with technology.
  • Movie clips are standard for eliciting emotions, but cultural differences may affect outcomes.
  • Investigating the link between cultural acceptance and emotion elicitation is crucial.

Purpose of the Study:

  • To explore how cultural relevance influences emotion elicitation using movie clips.
  • To measure and validate the relationship between cultural acceptance and universal affect expressions.
  • To compare emotion recognition rates between culturally specific and general video stimuli.

Main Methods:

  • Utilized standardized English and Arabic movie clips for emotion elicitation.
  • Employed bio-signal sensors to measure physiological and behavioral responses in 29 Arabic subjects.
  • Used a multiclass Support Vector Machine (SVM) classifier for emotion recognition and an online survey for validation.

Main Results:

  • Arabic video clips yielded a higher average emotion recognition rate (60%) compared to English clips (52%).
  • Physiological and behavioral data supported the effectiveness of culturally relevant stimuli.
  • Online survey results corroborated the findings on clip effectiveness.

Conclusions:

  • Culturally resonant video clips are more effective in eliciting target emotions.
  • This research highlights the importance of cultural context in affective computing.
  • Findings suggest adapting media stimuli for improved emotion recognition across diverse populations.