Emotion Measurement

Test and evaluate the emotional potential of your content
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How to analyse the emotions of cinemagoers during a film or its trailer

With increasing competition in the paid-for video field, it is a challenge to stand out and to tempt people to watch from the moment they see the trailer. To make a film stand out and make a lasting impression, it is paramount to have content that has strong emotional involvement to make an impact. It therefore becomes important to have indicators to measure a content's emotional engagement.

So much key information supports existing devices in terms of optimising editing, choosing how to create a video or even fine-tuning the marketing strategy or communication levers.

The Emotion Measurement study evaluates and qualifies the emotions of viewers.

  • Verify viewers' level of attention and its evolution
  • Validate the real presence of emotions, the moment of their arrival, their level, their type
  • Confirm the strongest moments and the triggering elements
  • Cross-check the measured emotion with the one that was stated, validating the expressed intentions

L’étude Mesure des Emotions est menée auprès d’une cible de spectateurs âgés de 18 ans et concerne les contenus tels que les films, séries, programmes TV, bandes-annonces, publicités. Elle est menée en trois temps :

  • Captation des réactions émotionnelles provoquées au cours du visionnage du contenu,
  • Enregistrement de l’ensemble des réponses déclarées aux questionnements sur le contenu,
  • Mise en perspective des deux sources d’information

Pour mettre en œuvre cette initiative, Médiamétrie fait appel à Datakalab, start-up française spécialiste de la quantification des réactions du visage. Datakalab utilise le Deep Learning (IA) pour mesurer l’attention et l’émotion des spectateurs qui sont filmés par leur webcam ou des caméras en salle.

4 indicateurs clés ont été construits en partenariat avec Datakalab : l’attention, la présence d’émotions, l’émotion positive et l’émotion divergente.

Etude et dispositifs sur mesure :

  • En salle : lors d’une projection test pour un format long (films, séries…)
  • En ligne : lors de test de format court (bandes-annonces, teasers, films publicitaires…)

Confidence interval calculus

Sample size or target in the sample

n =

Proportion observed in the sample or on a target in the sample

p =

%

Warning: only applies to a proportion. The Average Rate is an average of proportions and the Audience Share a ratio of proportions. This tool is provided for information purposes. It cannot be applied for professional purposes without further precautions.

Test of significance of the differences between two proportions

Used to assess whether the difference between 2 proportions is significant at the 95% threshold

Proportion

Sample size

1st sample

%

2nd sample

%

Warning: only applies to a proportion. The Average Rate is an average of proportions and the Audience Share a ratio of proportions. This tool is provided for information purposes. It cannot be applied for professional purposes without further precautions.

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