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An Integrative Agent Model for Adaptive Human-Aware Presentation of Information during Demanding Tasks

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Active Media Technology (AMT 2009)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5820))

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Abstract

This paper presents an integrative agent model for adaptive human-aware information presentation. Within the agent model, meant to support humans in demanding tasks, a domain model is integrated which consists of a dynamical model for human functioning, and a model determining the effects of information presentation. The integrative agent model applies model-based reasoning methods to the domain model to analyze the state of the human and to determine how to adapt the presentation of information to this state.

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References

  1. Baddeley, A.: Exploring the Central Executive. Quarterly Journal of Experimental Psychology 49, 5–28 (1996)

    Article  Google Scholar 

  2. Bosse, T., Both, F., van Lambalgen, R., Treur, J.: An Agent Model for a Hu-man’s Functional State and Performance. In: Jain, L., Gini, M., Faltings, B.B., Terano, T., Zhang, C., Cercone, N., Cao, L. (eds.) Proceedings of the 8th IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2008, pp. 302–307. IEEE Computer Society Press, Los Alamitos (2008)

    Chapter  Google Scholar 

  3. Bosse, T., Duell, R., Hoogendoorn, M., Klein, M.C.A., van Lambalgen, R., van der Mee, A., Oorburg, R., Sharpanskykh, A., Treur, J., de Vos, M.: An Adaptive Personal Assistant for Support in Demanding Tasks. In: Schmorrow, D.D., et al. (eds.) HCI 2009. LNCS, vol. 5638, pp. 3–12. Springer, Heidelberg (2009)

    Google Scholar 

  4. Bosse, T., Jonker, C.M., van der Meij, L., Treur, J.: A Language and Environment for Analysis of Dynamics by Simulation. Intern. Journal of Artificial Intelligence Tools 16, 435–464 (2007)

    Article  Google Scholar 

  5. Brazier, F.M.T., Jonker, C.M., Treur, J.: Principles of Component-Based Design of Intelligent Agents. Data and Knowledge Engineering 41, 1–28 (2002)

    Article  MATH  Google Scholar 

  6. Chung, S.T.L., Stephen Mansfield, J.S.J., Legge, G.E.: Psychophysics of Reading. XVIII. The Effect of Print Size on Reading Speed in Normal Peripheral Vision. Vision Research 38, 2949–2962 (1998)

    Article  Google Scholar 

  7. De Carolis, B., Di Maggio, P., Pizzutilo, S.: Information Presentation Adapted to the User in Context. In: Esposito, F. (ed.) AI*IA 2001. LNCS (LNAI), vol. 2175, pp. 314–319. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  8. Fricke, N.: Effects of Adaptive Information Presentation. In: Proc. of the Fourth International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design, pp. 292–298 (2007)

    Google Scholar 

  9. Hockey, G.R.J.: Compensatory Control in the Regulation of Human Perfomance under Stress and High Workload: a Cognitive-Energetical Framework. Biological Psychology 45, 73–93 (1997)

    Article  Google Scholar 

  10. Hudlicka, E., McNeese, M.D.: Assessment of User Affective and Belief States for Interface Adaptation: Application to an Air Force Pilot Task. User Modeling and User-Adapted Interaction 12, 1–47 (2002)

    Article  MATH  Google Scholar 

  11. Hull, J., Wright, K.P., Charles Jr., A., Czeisler Jr., C.A.: The Influence of Subjective Alertness and Motivation on Human Performance Independent of Circadian and Homeostatic Regulation. Journal of Biological Rhythms 18(4), 329–338 (2003)

    Article  Google Scholar 

  12. Johnson, A., Proctor, R.W.: Attention: Theory and Practice. Sage Publi-cations, CA (2003)

    Google Scholar 

  13. Kashihara, A., Kinshuk, Oppermann, R., Rashev, R., Simm, H.: A Cognitive Load Reduction Approach to Exploratory Learning and Its Application to an Interactive Simulation-Based Learning System. Journal of Educational Multimedia and Hypermedia 9, 253–276 (2000)

    Google Scholar 

  14. Krupinski, E.A., Roehrig, H., Furukawa, T.: Influence of Film and Monitor Display Luminance on Observer Performance and Visual Search. Academic Radiology 6(7), 411–418 (1999)

    Article  Google Scholar 

  15. Macdonald, W.: The impact of Job Demands and Workload on Stress and Fatigue. Australian Psychologist 38(2), 102–117 (2003)

    Article  Google Scholar 

  16. Morizio, N., Thomas, M., Tremoulet, P.: Performance Augmentation through Cognitive Enhancement (PACE). In: Proceedings of the International Conference on Human Computer Interaction, Las Vegas (2005)

    Google Scholar 

  17. Oppermann, R., Specht, M.: A Context-sensitive Nomadic Information System as an Exhibition Guide. In: Thomas, P., Gellersen, H.-W. (eds.) HUC 2000. LNCS, vol. 1927, pp. 127–142. Springer, Heidelberg (2000)

    Google Scholar 

  18. Penn, P.E., Bootzin, R.R.: Behavioural Techniques for Enhancing Alertness and Performance in Shift Work. Work & Stress 4, 213–226 (1990)

    Article  Google Scholar 

  19. Sarter, N.: Co** with Complexity Through Adaptive Interface Design. In: Jacko, J.A. (ed.) HCI 2007. LNCS, vol. 4552, pp. 493–498. Springer, Heidelberg (2007)

    Google Scholar 

  20. Stock, O., Zancanaro, M., Busetta, P., Callaway, C., Krüger, A., Kruppa, M., Kuflik, T., Not, E., Rocchi, C.: Adaptive, intelligent presentation of information for the museum visitor in PEACH. User Modeling and User-Adapted Interaction 17, 257–304 (2007)

    Article  Google Scholar 

  21. Stone, N., English, A.: Task Type, Posters, and Workspace Colour on Mood, Satisfaction, and Performance. Journal of Environmental Psychology 18, 175–185 (1998)

    Article  Google Scholar 

  22. Tarpin-Bernard, F., Habieb-Mammar, H.: Modeling Elementary Cognitive Abilities for Adaptive Hypermedia Presentation. User Modeling and User-Adapted Interaction 15, 459–495 (2005)

    Article  Google Scholar 

  23. Thiffault, P., Bergeron, J.: Fatigue and Individual Differences in Monotonous Simulated Driving. Personality and Individual Difference 34, 159–176 (2003)

    Article  Google Scholar 

  24. Treur, J.: A Virtual Human Agent Model with Behaviour Based on Feeling Exhaustion. In: Chien, B.C., Ali, M., Chen, S.M., Hong, T.P. (eds.) IEA-AIE 2009. LNCS, vol. 5579, pp. 11–23. Springer, Heidelberg (2009)

    Google Scholar 

  25. Wickens, C.D., Lee, J.D., Liu, Y., Gordon-Becker, S.E.: An Introduction to Human Factors Engineering, pp. 184–217. Prentice Hall, Upper Saddle River (2004)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Force Vision Lab, Barbara Strozzilaan 362a, 1083, HN, Amsterdam, The Netherlands

    Andy van der Mee

  2. Department of Artificial Intelligence, VU University Amsterdam, De Boelelaan 1081, 1081, HV, Amsterdam

    Nataliya M. Mogles & Jan Treur

Authors
  1. Andy van der Mee
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  2. Nataliya M. Mogles
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  3. Jan Treur
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Editor information

Editors and Affiliations

  1. Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong,  

    Jiming Liu

  2. Department of Energy Systems Engineering Okayama University, 3-1-1 Tsushima-naka, Okayama, Japan

    **glong Wu

  3. Department of Computer Science, University of Regina, Regina, S4S 0A2, Saskatchewan, Canada

    Yiyu Yao

  4. Dept. of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Japan

    Toyoaki Nishida

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© 2009 Springer-Verlag Berlin Heidelberg

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van der Mee, A., Mogles, N.M., Treur, J. (2009). An Integrative Agent Model for Adaptive Human-Aware Presentation of Information during Demanding Tasks. In: Liu, J., Wu, J., Yao, Y., Nishida, T. (eds) Active Media Technology. AMT 2009. Lecture Notes in Computer Science, vol 5820. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04875-3_11

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  • DOI: https://doi.org/10.1007/978-3-642-04875-3_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04874-6

  • Online ISBN: 978-3-642-04875-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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