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An Aggregation of Agents, Roles and Coalition Formation to Support Collaborative and Dynamic Organizations

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Modeling Decisions for Artificial Intelligence (MDAI 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4617))

Abstract

Capturing human resources, their capabilities and dynamics can greatly contribute to an efficient and effective organization mission goals accomplishment. In practice however, this is often done in an ad-hoc manner leading to a big gap between the organizational specification model (at the design time) and its instance model (during the life cycle). In this paper we present a generic organizational model that captures the human resources, their operational and strategic capabilities, and adaptive coalition formation. The key elements of the model are capabilities, roles, agents and coalitions. We show how the resulting model can be used for role functionalities and performance control, as well as for capturing the knowledge in context-aware applications which is often present in an implicit manner.

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References

  1. Biddle, B.J., Thomas, E.J.: Role Theory: Concepts and Research. John Wiley & Son, Inc., West Sussex, England (1966)

    Google Scholar 

  2. Chalupsky, H., Gil, Y., Knoblock, C.A., Lerman, K., Oh, J., Pynadath, D.V., Russ, T.A., Tambe, M.: Electric Elves: Applying Agent Technology to Support Human Organizations. In: IAAI 2001, pp. 51–58 (2001)

    Google Scholar 

  3. DeLoach, S.A., Matson, E.: An Organizational Model for Designing Adaptive Multiagent Systems. In: The AAAI-04 Workshop on Agent Organizations: Theory and Practice (AOTP) (2004)

    Google Scholar 

  4. Houari, N., Far, B.H.: Intelligent Agents Based Architecture for Distributed Decision Support to Manage a Project’s Lifecycle (Ethics Review Report), University of Calgary CE101-3751 (2005)

    Google Scholar 

  5. JADE, Home Page: http://jade.tilab.com/

  6. Kogut, P.A., Yen, J., Leung, Y., Sun, S., Wang, R., Mielczarek, T., Hellar, B.: Proactive Information Gathering For Homeland Security Teams. Commun. ACM 47(3), 48–50 (2004)

    Article  Google Scholar 

  7. Krauth, E., Moonen, H., Popova, V., Schut, M.: Agent-Based Modeling of Third-Party Logistics Performance Indicators. In: Intelligent Agent Technology IEEE/WIC/ACM International (IAT 2005), pp. 262–265 (2005)

    Google Scholar 

  8. Meirina, C., Ruan, S., Kleinman, D.L.: Real-time agent-based decision support system to facilitate effective organizational adaptation. In: IEEE Systems, man, and cybernetics society, vol. 3, pp. 2681–2686. IEEE Computer Society Press, Los Alamitos, USA (2004)

    Google Scholar 

  9. Protégé, Home Page: http://protege.stanford.edu/

  10. Rinderle, S., Reichert, M.: Data-Driven Process Control and Exception Handling in Process Management Systems. In: Dubois, E., Pohl, K. (eds.) CAiSE 2006. LNCS, vol. 4001, pp. 273–287. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  11. Simulator: The DDD-III: Distributed Dynamic Decision-making Simulator Provided by Aptima, Inc. (2006)

    Google Scholar 

  12. SOAP, Home Page: http://www.w3.org/2000/xp/Group/

  13. Sycara, K.P., Paolucci, M., Velsen, M.V., Giampapa, J.A.: The RETSINA MAS Infrastructure. Autonomous Agents and Multi-Agent Systems 7(1-2), 29–48 (2003)

    Article  Google Scholar 

  14. Xu, H., Zhang, X.: A Methodology for Role-Based Modeling of Open Multi-Agent Software Systems. In: Xu, H., Zhang, X. (eds.) ICEIS 3, 2005. 7th International Conference on Enterprise Information Systems, pp. 246–253 (2005)

    Google Scholar 

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Vicenç Torra Yasuo Narukawa Yuji Yoshida

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© 2007 Springer-Verlag Berlin Heidelberg

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Houari, N., Far, B.H. (2007). An Aggregation of Agents, Roles and Coalition Formation to Support Collaborative and Dynamic Organizations. In: Torra, V., Narukawa, Y., Yoshida, Y. (eds) Modeling Decisions for Artificial Intelligence. MDAI 2007. Lecture Notes in Computer Science(), vol 4617. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73729-2_13

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  • DOI: https://doi.org/10.1007/978-3-540-73729-2_13

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-73728-5

  • Online ISBN: 978-3-540-73729-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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