Capturing Entertainment Through Heart Rate Dynamics in the Playware Playground

  • Georgios N. Yannakakis
  • John Hallam
  • Henrik Hautop Lund
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4161)

Abstract

This paper introduces a statistical approach for capturing enter-tainment in real-time through physiological signals within interactive playgrounds inspired by computer games. For this purpose children’s heart rate (HR) signals and judgement on entertainment are obtained from experiments on the innovative Playware playground. A comprehensive statistical analysis shows that children’s notion of entertainment correlates highly with their average HR during the game.

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References

  1. 1.
    Csikszentmihalyi, M.: Flow: The Psychology of Optimal Experience. Harper & Row, New York (1990)Google Scholar
  2. 2.
    Koster, R.: A Theory of Fun for Game Design. Paraglyph Press (2005)Google Scholar
  3. 3.
    Lazzaro, N.: Why We Play Games: Four Keys to More Emotion Without Story. Technical Report, XEO Design Inc. (2004)Google Scholar
  4. 4.
    Lund, H.H., Klitbo, T., Jessen, C.: Playware technology for physically activating play. Artificial Life and Robotics Journal 4(9), 165–174 (2005)CrossRefGoogle Scholar
  5. 5.
    Malone, T.W.: What makes computer games fun? Byte 6, 258–277 (1981)Google Scholar
  6. 6.
    Pincus, S.M.: Approximate entropy as a measure of system complexity. Proc. Natl. Acad. Sci. 88, 2297–2301 (1991)MATHCrossRefMathSciNetGoogle Scholar
  7. 7.
    Yannakakis, G.N., Hallam, J.: A Generic Approach for Obtaining Higher Entertainment in Predator/Prey Computer Games. Journal of Game Development 1, 23–50 (2005)Google Scholar
  8. 8.
    Yannakakis, G.N., Lund, H.H., Hallam, H.: Modeling Children’s Entertainment in the Playware Playground. In: Proceedings of the IEEE Symposium on Computational Intelligence and Games. IEEE, Los Alamitos (to appear, 2006)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Georgios N. Yannakakis
    • 1
  • John Hallam
    • 1
  • Henrik Hautop Lund
    • 1
  1. 1.Maersk Institute for Production TechnologyUniversity of SouthernDenmark

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