Rene Doumbouya - Academia.edu (original) (raw)

Rene Doumbouya

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Università degli Studi di Bergamo (University of Bergamo)

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Papers by Rene Doumbouya

Research paper thumbnail of Game Scenes Evaluation and Player's Dominant Emotion Prediction

In this paper, we present a solution for computer assisted emotional analysis of game session. Th... more In this paper, we present a solution for computer assisted emotional analysis of game session. The proposed approach combines eye movements and facial expressions to annotate the perceived game objects with the expressed dominate emotions. Moreover, our system EMOGRAPH (Emotional Graph) gives easy access to information about user experience and predicts player’s emotions. The prediction mainly uses both subjective measures through questionnaire and objective measures through brain wave activity (electroencephalography - EEG) combined with eye tracking data. EMOGRAPH’s method was experimented on 21 participants playing horror game “Outlast”. Our results show the effectiveness of our method in the identification of the emotions and their triggers. We also present our emotion prediction approach using game scene’s design goal (defined by OCC variables from the model of emotions’ cognitive evaluation of Ortony, Clore and Collins [1]) to annotate the player’s situation in a scene and mac...

Research paper thumbnail of Analyse des émotions dans un jeu vidéo

Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informati... more Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informatique option Mémoire Décembre 2016

Research paper thumbnail of Analyse des émotions dans un jeu vidéo

Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informati... more Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informatique option Mémoire Décembre 2016

Research paper thumbnail of Game Scenes Evaluation and Player's Dominant Emotion Prediction

In this paper, we present a solution for computer assisted emotional analysis of game session. Th... more In this paper, we present a solution for computer assisted emotional analysis of game session. The proposed approach combines eye movements and facial expressions to annotate the perceived game objects with the expressed dominate emotions. Moreover, our system EMOGRAPH (Emotional Graph) gives easy access to information about user experience and predicts player’s emotions. The prediction mainly uses both subjective measures through questionnaire and objective measures through brain wave activity (electroencephalography - EEG) combined with eye tracking data. EMOGRAPH’s method was experimented on 21 participants playing horror game “Outlast”. Our results show the effectiveness of our method in the identification of the emotions and their triggers. We also present our emotion prediction approach using game scene’s design goal (defined by OCC variables from the model of emotions’ cognitive evaluation of Ortony, Clore and Collins [1]) to annotate the player’s situation in a scene and mac...

Research paper thumbnail of Analyse des émotions dans un jeu vidéo

Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informati... more Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informatique option Mémoire Décembre 2016

Research paper thumbnail of Analyse des émotions dans un jeu vidéo

Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informati... more Faculté des arts et sciences Mémoire présenté en vue de l'obtention du grade de M.sc en Informatique option Mémoire Décembre 2016

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