Towards Measure of Semantic Correlation between Messages in Multiagent System

  • Agnieszka Pieczyńska-Kuchtiak
  • Radoslaw Katarzyniak
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3038)

Abstract

In this work an original method for the measure of semantic correlation between messages generated by communicative agents in multiagent system is presented. This method is applied to the algorithm for finding the set of agents with the maximal cognitive capacity to observe the states of the objects from external world. It is assumed that the generated messages are the result of the process of language generation, represented by the algorithm for the choice of relevant semantic messages. This algorithm relates belief formulas to the internal agents’ knowledge states.

References

  1. 1.
    Daniłowicz, C., Nguyen, N.T.: Consensus–based Partition in the Space of Ordered Partitions. Pattern Recognition 3, 269–273 (1988)CrossRefGoogle Scholar
  2. 2.
    Dennett, D.C.: Kinds of Minds. Basic Books, New York (1996)Google Scholar
  3. 3.
    Fauconier, G.: Mappings in Thought and Language. Cambridge University Press, Cambridge (1997)Google Scholar
  4. 4.
    Harnad, S.: The Symbol Grounding Problem. Physica 42, 335–236Google Scholar
  5. 5.
    Katarzyniak, R.: Defining the Relation between Intentional and Implementation–oriented Levels of Agents Models. In: Proc. of ISAT 2000, Szklarska Poręba, pp. 208-216 (2000)Google Scholar
  6. 6.
    Katarzyniak, R., Nguyen, N.T.: Reconciling Inconsistent Profiles of Agents’ Knowledge States in Distributed Multiagent Systems Using Consensus Methods. Systems Science 26(4), 93–119 (2000)MATHGoogle Scholar
  7. 7.
    Katarzyniak, R., Pieczyńska-Kuchtiak, A.: Formal Modeling of the Semantics for Communication Languages in Systems of Believable Agents. In: Proc. of ISAT 2001, Szklarska Poręba, pp. 174-181 (2001)Google Scholar
  8. 8.
    Katarzyniak, R., Pieczyńska-Kuchtiak, A.: Intentional Semantics for Logic Disjunctions, Alternatives and Cognitive agent’s Belief. In: Proc. of the 14th International Conference on System Science, Wrocław, Poland, pp. 370-382 (2001)Google Scholar
  9. 9.
    Katarzyniak, R., Pieczyńska-Kuchtiak, A.: A Consensus Based Algorithm for Grounding Belief formulas in Internally Stored Perceptions. Neural Network World 5, 671–682 (2002)Google Scholar
  10. 10.
    Katarzyniak, R., Pieczyńska-Kuchtiak, A.: Distance Measure Between Cognitive Agent’s Stored Perceptions. In: Proc. of IASTED International Conference on Modelling, Identification and Control, MIC 2002, Innsbruck, Austria, pp. 517-522 (2002)Google Scholar
  11. 11.
    Katarzyniak, R., Pieczyńska-Kuchtiak, A.: Grounding Languages in Cognitive Agents and Robots. In: Proc. of Sixteenth International Conference on System Engineering, Coventry, pp. 332-337 (2003)Google Scholar
  12. 12.
    Pieczyńska-Kuchtiak, A.: A Decision Function in the Algorithm for the Choice of Semantic Messages. In: Proc. of Information Systems Architecture and Technology, Poland (2002)Google Scholar
  13. 13.
    Nguyen, N.T.: Consensus System for Solving Conflicts in Distributed Systems. Information Sciences 147, 91–122 (2002)MATHCrossRefMathSciNetGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Agnieszka Pieczyńska-Kuchtiak
    • 1
  • Radoslaw Katarzyniak
    • 1
  1. 1.Institute of Control and Systems EngineeringWroclaw University of TechnologyWroclawPoland

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