Projekter pr. år
Abstract
Prior research suggests and reveals that there is a correlation between human emotional responses and the subjective qualities of digital interactive experiences. Using facial analysis done by deep neural networks presents a true non-intrusive way of measuring emotional responses and engagement assessed as the desire to continue playing. This paper proposes a tool to measure emotional responses across eight different emotions and in real time of any game. The emotional recognition system achieves an accuracy of 98% and the continuation desire system achieves 93.3% accuracy in a pilot test with a two player game and 78.5% accuracy in a single player game. This forms a strong tool that shows a correlation between emotions and the continuation desire of a player, which can be used to evaluate engagement in games and digital interactive experiences, e.g. in critical stages of development of said content.
Originalsprog | Engelsk |
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Titel | HCI in Games : Second International Conference, HCI-Games 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings |
Redaktører | Xiaowen Fang |
Antal sider | 20 |
Vol/bind | 12211 |
Udgivelsessted | Switzerland |
Forlag | Springer |
Publikationsdato | 19 jul. 2020 |
Sider | 330-349 |
ISBN (Trykt) | 978-3-030-50163-1 |
ISBN (Elektronisk) | 978-3-030-50164-8 |
DOI | |
Status | Udgivet - 19 jul. 2020 |
Begivenhed | 22nd International Conference on Human Computer Interaction - Copenhagen, Danmark Varighed: 19 jul. 2020 → 24 jul. 2020 |
Konference
Konference | 22nd International Conference on Human Computer Interaction |
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Land/Område | Danmark |
By | Copenhagen |
Periode | 19/07/2020 → 24/07/2020 |
Navn | Lecture Notes in Computer Science |
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Vol/bind | 12211 |
ISSN | 0302-9743 |
Fingeraftryk
Dyk ned i forskningsemnerne om 'Non-intrusive Measurement of Player Engagement and Emotions: Real-Time Deep Neural Network Analysis of Facial Expressions during Game Play'. Sammen danner de et unikt fingeraftryk.Projekter
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Priser
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Best Paper Award of the 2nd International Conference on HCI in Games
Selvig, Dines Rae (Modtager) & Fog, Henrik Schønau (Modtager), 19 jul. 2020
Pris: Konferencepriser