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AmI Support for the Trading Process: Self-aware Trader Model

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Ambient Intelligence - Software and Applications

Abstract

Decision making in trading can be compromised when traders are under stress. In this paper is presented a case study where ambient intelligence has been used to provide traders with self-awareness of their stress levels. We illustrate how using specific stress sensors improved the results of the trading process by avoiding bad decision making at crucial moments.

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References

  1. Augusto, J.: Ambient intelligence: The confluence of pervasive computing and artificial intelligence. In: Schuster, A. (ed.) Intelligent Computing Everywhere, pp. 213–234. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  2. Blangsted, A.K., Fallentin, N., Hjortskov, N., Lundberg, U., Rissén, D., Søgaard, K.: The effect of mental stress on heart rate variability and blood pressure during computer work. Eur. J. Appl. Physiol. 92, 84–89 (2004)

    Article  Google Scholar 

  3. Delgado, M.R., Porcelli, A.J.: Acute Stress Modulates Risk Taking in Financial Decision Making. Psychol. Sci. 20(3), 278–283 (2009)

    Article  Google Scholar 

  4. Speed, A., Forsythe, J.C.: Human emulation technology to aid the warfighter: Advances in computational augmentation of human cognition. White Paper (2002)

    Google Scholar 

  5. Gigerenzer, G., Selten, R.: Bounded rationality: The adaptive toolbox. MIT Press, Cambridge (2001)

    Google Scholar 

  6. Dougherty, M.R.P., Hunter, J.: Probability judgment and subadditivity: The role of working memory capacity and constraining retrieval. Memory & Cognition 31(6), 968–982 (2003)

    Article  Google Scholar 

  7. Lehner, P., Seyed-Solorforough, M., O’Connor, M.F., Sak, S., Mullin, T.: Cognitive biases and time stress in team decision making. IEEE Transactions on Systems, Man, & Cybernetics Part A: Systems & Humans 27, 698–703 (1997)

    Article  Google Scholar 

  8. Martínez Fernández, J., Augusto, J., Seepold, R., Martínez Madrid, N.: Why Traders Need Ambient Intelligence. In: Augusto, J.C., Corchado, J.M., Novais, P., Analide, C. (eds.) ISAmI 2010., vol. 72, pp. 229–236. Springer, Heidelberg (2010)

    Google Scholar 

  9. Lo, A.W., Repin, D.V.: The Psychophysiology of Real-Time Financial Risk Processing, NBER Working Papers 8508, National Bureau of Economic Research, Inc. (2001)

    Google Scholar 

  10. Cryer, B., McCraty, R., Childre, D.: Pull the plug on stress. Harvard Business Review (2003)

    Google Scholar 

  11. Martínez Fernández, J., Augusto, J., Seepold, R., Martínez Madrid, N.: Sensors in Trading Process: A Stress–Aware Trader. In: 8th Proc. IEEE Workshop on Intelligent Solutions in Embedded Systems, pp. 17–21 (2010)

    Google Scholar 

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© 2011 Springer-Verlag Berlin Heidelberg

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Fernández, J.M., Augusto, J.C., Seepold, R., Madrid, N.M. (2011). AmI Support for the Trading Process: Self-aware Trader Model. In: Novais, P., Preuveneers, D., Corchado, J.M. (eds) Ambient Intelligence - Software and Applications. Advances in Intelligent and Soft Computing, vol 92. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19937-0_1

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  • DOI: https://doi.org/10.1007/978-3-642-19937-0_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-19936-3

  • Online ISBN: 978-3-642-19937-0

  • eBook Packages: EngineeringEngineering (R0)

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