Skip to main content
Top

2018 | OriginalPaper | Chapter

Emotional State and Behavior Analysis in a Virtual Reality Environment: A Medical Application

Authors : Hamdi Ben Abdessalem, Marwa Boukadida, Claude Frasson

Published in: Intelligent Tutoring Systems

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The performance and reactions of an individual in urgent situations vary according to his emotional states, which are subject to sudden changes. In medical situation, when patient’s life is in danger, the doctor’s emotional states are provoked and could affect his decisions. Virtual reality environments represent immersive situations in which we can dynamically simulate medical cases and particularly emergency cases. Using virtual reality and EEG devices, we can analyze the doctor’s emotional state and behavior without risk. In this paper, we propose to generate medical cases that can induce frustration or stress which can be at the origin of mistakes from the student. For that, we created a neurofeedback system named “Hypocrates” composed of a virtual reality environment, a medical cases generator and an intelligent agent. An experimental study involving 15 students in medicine was conducted to evaluate our approach. Results show that, the mistakes generally increase the frustration of medical students and decrease their performance.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Venkatraman, V., Dimoka, A., Pavlou, P.A., Vo, K., Hampton, W., Bollinger, B., Hershfield, H.E., Ishihara, M., Winer, R.S.: Predicting advertising success beyond traditional measures: new insights from neurophysiological methods and market response modeling. J. Mark. Res. 52, 436–452 (2015)CrossRef Venkatraman, V., Dimoka, A., Pavlou, P.A., Vo, K., Hampton, W., Bollinger, B., Hershfield, H.E., Ishihara, M., Winer, R.S.: Predicting advertising success beyond traditional measures: new insights from neurophysiological methods and market response modeling. J. Mark. Res. 52, 436–452 (2015)CrossRef
3.
go back to reference Biocca, F.: The cyborg’s dilemma: progressive embodiment in virtual environments [1]. J. Comput.-Mediat. Commun. 3 (2006)CrossRef Biocca, F.: The cyborg’s dilemma: progressive embodiment in virtual environments [1]. J. Comput.-Mediat. Commun. 3 (2006)CrossRef
4.
go back to reference Rose, F.D., Brooks, B.M., Rizzo, A.A.: Virtual reality in brain damage rehabilitation: review. Cyberpsychol. Behav. 8, 241–262 (2005)CrossRef Rose, F.D., Brooks, B.M., Rizzo, A.A.: Virtual reality in brain damage rehabilitation: review. Cyberpsychol. Behav. 8, 241–262 (2005)CrossRef
5.
go back to reference Gorini, A., Riva, G.: Virtual reality in anxiety disorders: the past and the future. Expert Rev. Neurother. 8, 215–233 (2008)CrossRef Gorini, A., Riva, G.: Virtual reality in anxiety disorders: the past and the future. Expert Rev. Neurother. 8, 215–233 (2008)CrossRef
6.
go back to reference Alvarez, R.P., Johnson, L., Grillon, C.: Contextual-specificity of short-delay extinction in humans: renewal of fear-potentiated startle in a virtual environment (2007)CrossRef Alvarez, R.P., Johnson, L., Grillon, C.: Contextual-specificity of short-delay extinction in humans: renewal of fear-potentiated startle in a virtual environment (2007)CrossRef
7.
go back to reference Sherlin, L.H., Arns, M., Lubar, J., Heinrich, H., Kerson, C., Strehl, U., Sterman, M.B.: Neurofeedback and basic learning theory: implications for research and practice. J. Neurother. 15, 292–304 (2011)CrossRef Sherlin, L.H., Arns, M., Lubar, J., Heinrich, H., Kerson, C., Strehl, U., Sterman, M.B.: Neurofeedback and basic learning theory: implications for research and practice. J. Neurother. 15, 292–304 (2011)CrossRef
9.
go back to reference Soleymani, M., Asghari-Esfeden, S., Pantic, M., Fu, Y.: Continuous emotion detection using EEG signals and facial expressions (2014) Soleymani, M., Asghari-Esfeden, S., Pantic, M., Fu, Y.: Continuous emotion detection using EEG signals and facial expressions (2014)
10.
go back to reference Ghali, R., Ben Abdessalem, H., Frasson, C.: Improving intuitive reasoning through assistance strategies in a virtual reality game. In: The Thirtieth International Florida Artificial Intelligence Research Society Conference. AAAI, Florida (2017) Ghali, R., Ben Abdessalem, H., Frasson, C.: Improving intuitive reasoning through assistance strategies in a virtual reality game. In: The Thirtieth International Florida Artificial Intelligence Research Society Conference. AAAI, Florida (2017)
Metadata
Title
Emotional State and Behavior Analysis in a Virtual Reality Environment: A Medical Application
Authors
Hamdi Ben Abdessalem
Marwa Boukadida
Claude Frasson
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-91464-0_29

Premium Partner