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Behaviour Profiling Based on Psychological Data and Emotional States

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Knowledge-Based Intelligent Information and Engineering Systems (KES 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3215))

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Abstract

The provision of web cameras has opened possibilities of user behaviour profiling and web personalisation based on their emotional state. In this paper we report on a neural network model for emotional state profiling and its implications for behaviour profiling and personalisation.

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References

  1. Murphy, K.A., De Shon, R.: Progress in Psychometrics: Can Industrial and Organizational Psychology Catch Up? Personnel Psychology 53, 913–924 (2000)

    Article  Google Scholar 

  2. Goleman, D.: Emotional Intelligence. Bantam, New York (1995)

    Google Scholar 

  3. Goleman, D.: Working with Emotional Intelligence. Bantam, New York (1998)

    Google Scholar 

  4. Abraham, R.: The Role of Job Control as a Moderator Dissonance and Emotional Intelligence-Outcome Relationships. The Journal of Psychology 134, 169–184 (2000)

    Article  Google Scholar 

  5. Pellitteri, J.: The Relationship Between Emotional Intelligence and Ego Defence Mechanisms. The Journal of Psychology 136, 182–194 (2002)

    Article  Google Scholar 

  6. Buzzotte, V.R., Lefton, R.E., Sherberg, M.: Effective Selling Through Psychology: Psychological Associates, New York (1981)

    Google Scholar 

  7. Anderson, R.E.: Professional Personal Selling. Prentice-Hall Inc., Englewood Cliffs (1991)

    Google Scholar 

  8. Rich, M.K., Smith, D.C.: Determining Relationship Skills of Prospective Salespeople. J. of Bus. & Indus. Mkting 15, 242–259 (2000)

    Article  Google Scholar 

  9. Khosla, R., Damiani, E., Grosky, W.: Human-Centered E-Business. Kluwer Academic Publishers, Massachusetts (2003)

    Book  Google Scholar 

  10. Khosla, R., Goonesekera, T., Mitsukura, T.: Knowledge Engineering of Intelligent Sales-Recruitment System Using Multi-Layered Agents Methodologies. In: Zhong, N., Raś, Z.W., Tsumoto, S., Suzuki, E. (eds.) ISMIS 2003. LNCS, vol. 2871, pp. 646–651. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  11. Khosla, R., Goonesekera, T.: An Online Multi-Agent e-Sales Recruitment Systems. In: IEEE/WIC International Conference on Web Intelligence (WI), Halifax, Canada (2003)

    Google Scholar 

  12. Szymanski, D.M.: Determinants of Selling Effectiveness: The Importance of Declarative Knowledge to the Personal Selling Concept. J. of Mkting 52, 64–77 (1988)

    Google Scholar 

  13. Weitz, B.A., Sujan, H., Sujan, M.: Knowledge, Motivation and Adaptive Behavior: A Framework for Improving Selling Effectiveness. J. of Mkting 50, 174–191 (1986)

    Google Scholar 

  14. Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)

    MATH  Google Scholar 

  15. Turk, M.A., Pentland, A.P.: Face Recognition Using Eigenfaces. In: Computer Vision and Pattern Recognition, Proceedings CVPR 1991. IEEE Computer Society Conference, June 3-6, pp. 586–591 (1991)

    Google Scholar 

  16. Daugman, J.: Two-Dimensional Spectral Analysis of Cortical Receptive Field Profile. Vision ResearchI 20, 847–856 (1980)

    Article  Google Scholar 

  17. Daugman, J.G.: Uncertainty Relation for Resolution in Space, Spatial, Frequency and Orientation Optimised by Two-Dimensional Visual Cortical Filters. J. Optical Soc. Amer. 2(7), 1,160–1,169 (1985)

    Article  Google Scholar 

  18. Marcelja, S.: Mathematical Description of the responses of Simple Cortical Cells. J. Optical Soc. Amer. 70, 1,297–1,300 (1980)

    Article  MathSciNet  Google Scholar 

  19. Lee, T.: Image Representation Using 2D Gabor Wavelets. IEEE Transactions on Pattern Analysis and Machine Intelligence 18(10), 959–971 (1996)

    Article  Google Scholar 

  20. Akamatsu, S., Gyoba, J., Kamachi, M., Lyons, M.: Coding facial expressions with Gabor wavelets. In: Automatic Face and Gesture Recognition. Third IEEE International Conference, April 4-16, pp. 200–205 (1998)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Business Systems & Knowledge Modelling Laboratory, School of Business, La Trobe University, Victoria, 3086, Australia

    Rajiv Khosla, Chris Lai & Tharanga Goonesekera

Authors
  1. Rajiv Khosla
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  2. Chris Lai
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  3. Tharanga Goonesekera
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Editor information

Editors and Affiliations

  1. KES International, 2nd Floor, 145-157 St John Street, EC1V 4PY, London, United Kingdom

    Mircea Gh. Negoita

  2. Centre for SMART systems Engineering Research Centre, University of Brighton, BN2 4GJ, Moulsecoomb, Brighton, UK

    Robert J. Howlett

  3. School of Electrical and Information Engineering, Knowledge Based Intelligent Engineering Systems Centre, University of South Australia, Mawson Lakes, 5095, SA, Australia

    Lakhmi C. Jain

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© 2004 Springer-Verlag Berlin Heidelberg

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Khosla, R., Lai, C., Goonesekera, T. (2004). Behaviour Profiling Based on Psychological Data and Emotional States. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2004. Lecture Notes in Computer Science(), vol 3215. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30134-9_103

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  • DOI: https://doi.org/10.1007/978-3-540-30134-9_103

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23205-6

  • Online ISBN: 978-3-540-30134-9

  • eBook Packages: Springer Book Archive

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