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Adaptive Work-Centered and Human-Aware Support Agents for Augmented Cognition in Tactical Environments

  • Martijn Neef
  • Peter-Paul van Maanen
  • Peter Petiet
  • Maartje Spoelstra
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5638)

Abstract

We introduce a support system concept that offers both work-centered and human-aware support for operators in tactical command and control environments. The support system augments the cognitive capabilities of the operator by offering instant, personalized task and work support. The operator obtains support by entering into a collaborative agreement with support agents. Such an agreement creates opportunities to establish adaptive capabilities and human-aware support features. We describe the concept in and propose an experimental design to evaluate its effectiveness in tactical environments.

Keywords

Work Domain Support Agent Adaptive Capability Influence Control IEEE Intelligent System 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Barber, K.S., Martin, C.E.: Dynamic adaptive autonomy in multi-agent systems: Representation and justification. International Journal of Pattern Recognition and Artificial Intelligence 15(3), 405–433 (2001)CrossRefGoogle Scholar
  2. 2.
    Grootjen, M., Neerincx, M.A., van Weert, J.C.M.: Task-based interpretation of operator state information for adaptive support. In: Foundations of Augmented Cognition, 2nd edn., Strategic Analysis, Arlington, Virginia, pp. 236–242 (2006)Google Scholar
  3. 3.
    Jennings, N.R.: On agent-based software engineering. Artificial Intelligence 117(2), 277–296 (2000)CrossRefGoogle Scholar
  4. 4.
    Klein, G., Woods, D.D., Bradshaw, J.M., Hoffman, R.R., Feltovich, P.J.: Ten Challenges for Making Automation a ”Team Player” in Joint Human-Agent Activity. IEEE Intelligent Systems 19(6), 91–95 (2004)CrossRefGoogle Scholar
  5. 5.
    van Maanen, P.-P., de Koning, L., van Dongen, K.: Design and Validation of HABTA: Human Attention-Based Task Allocator. In: Mühlhäuser, M., Ferscha, A., Aitenbichler, E. (eds.) Proceedings of the First International Workshop on Human Aspects in Ambient Intelligence, Constructing Ambient Intelligence: AmI 2007 Workshops Proceedings. Communications in Computer and Information Science (CCIS), vol. 11, pp. 286–300. Springer, Heidelberg (2008)Google Scholar
  6. 6.
    Sarter, N.B., Woods, D.D., Billings, C.E.: Automation Surprises. In: Salvendy, G. (ed.) Handbook of Human Factors and Ergonomics, 2nd edn., pp. 1926–1943. Wiley, New York (1997)Google Scholar
  7. 7.
    Scott, R., Deutsch, S., Kazmierczak, T., Kuper, S., Roth, E., Malchiodi, E., Eggleston, R., Whitaker, R.: Using Software Agents in a Work Centered Support System for Weather Forecasting and Monitoring. In: Proceedings of the Human Factors and Ergonomics Society 46th Annual Meeting, Baltimore MD. Human Factors and Ergonomics Society, Santa Monica (2002)Google Scholar
  8. 8.
    Scott, R., Roth, E.M., Deutsch, S.E., Malchiodi, E., Kazmierczak, T., Eggleston, R., Kuper, S.R., Whitaker, R.: Work-Centered Support Systems: A Human-Centered Approach to Intelligent System Design. IEEE Intelligent Systems 20(2), 73–81 (2005)CrossRefGoogle Scholar
  9. 9.
    Sycara, K., Lewis, M.: Integrating intelligent agents into human teams. In: Salas, E., Fiore, S. (eds.) Team Cognition: Understanding the Factors that Drive Process and Performance, pp. 203–232. American Psychological Association, Washington (2004)CrossRefGoogle Scholar
  10. 10.
    van der Vecht, B., Dignum, F., Meyer, J.-J.C., Neef, M.: A Dynamic Coordination Mechanism Using Adjustable Autonomy. In: Sichman, J.S., Padget, J., Ossowski, S., Noriega, P. (eds.) COIN 2007. LNCS, vol. 4870, pp. 83–96. Springer, Heidelberg (2008)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Martijn Neef
    • 1
  • Peter-Paul van Maanen
    • 1
    • 2
  • Peter Petiet
    • 1
  • Maartje Spoelstra
    • 1
  1. 1.TNO Defence, Security and SafetyThe Netherlands
  2. 2.AmsterdamVrije UniversiteitThe Netherlands

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