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Dynamics of an information-filtering economy

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1435))

Abstract

Our overall goal is to characterize and understand the dynamic behavior of information economies: very large open economies of automated information agents that are likely to come into existence on the Internet. Here we model a simple information-filtering economy in which broker agents sell selected articles to a subscribed set of consumers. Analysis and simulation of this model reveal the existence of both desirable and undesirable phenomena, and give some insight into their nature and the conditions under which they occur. In particular, efficient self-organization of the broker population into specialized niches can occur when communication and processing costs are neither too high nor too low, but endless price wars can undermine this desirable state of affairs.

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References

  1. W. P. Birmingham, E. H. Durfee, T. Mullen, and M. P. Wellman. The distributed agent architecture of the University of Michigan Digital Library. In AAAI Spring Symposium on Information Gathering in Heterogeneous, Distributed Environments. AAAI Press, 1996.

    Google Scholar 

  2. A. Chavez and P. Maes. Kasbah: an agent marketplace for buying and selling goods. In Proceedings of 1st International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, London, April 1996.

    Google Scholar 

  3. S. Clearwater, editor. Market based control: a paradigm for distributed resource allocation. World Scientific, Singapore, 1995.

    Google Scholar 

  4. J. Eriksson, N. Finne, and S. Janson. Information and interaction in MarketSpace — towards an open agent-based market infrastructure. In Proceedings of the Second USENIX Workshop on Electronic Commerce, November 1996.

    Google Scholar 

  5. D. F. Ferguson. The Application of Microeconomics to the design of resource allocation and control algorithms in Distributed Systems. PhD thesis, Columbia University, 1989.

    Google Scholar 

  6. R. H. Guttman, A. Moukas, and P. Maes. Agent-mediated electronic commerce: A survey. Knowledge Engineering Review, June 1998.

    Google Scholar 

  7. J. E. Hanson and J. O. Kephart. Spontaneous specialization in a free-market economy of agents. In Proceedings of Workshop on Artificial Societies and Computational Markets at the Second International Conference on Autonomous Agents,May 1998.

    Google Scholar 

  8. T. Hogg and B. A. Huberman. Controlling chaos in distributed systems. IEEE Transactions on Systems, Man, and Cybernetics, 21:1325, 1991.

    Article  Google Scholar 

  9. J. Hu and M. P. Wellman. Learning about other agents in a dynamic multi-agent system. In Proceedings of the Second International Conference on Autonomous Agents, 1998.

    Google Scholar 

  10. B. A. Huberman, editor. The Ecology of Computation, Amsterdam, 1988. North-Holland.

    Google Scholar 

  11. B. A. Huberman, R. M. Lokose, and T. Hogg. An economics approach to hard computational problems. Science, 1996.

    Google Scholar 

  12. J. O. Kephart, J. E. Hanson, and J. Sairamesh. Price-war dynamics in a free-market economy of software agents. In Proceedings of Alife VI, June 1998.

    Google Scholar 

  13. J. O. Kephart, T. Hogg, and B. A. Huberman. Dynamics of computational ecosystems. Physical Review A, 40:404–421, 1989.

    Article  MathSciNet  Google Scholar 

  14. J. O. Kephart, T. Hogg, and B. A. Huberman. Collective behavior of predictive agents. Physica D, 42:48–65, 1990.

    Article  Google Scholar 

  15. J. F. Kurose, M. Schwartz, and Y. Yemini. A microeconomic approach to optimization of channel access policies in multiaccess networks. In Proc. of 5th Int. Conf. Distrib. Comput. Syst., 1985.

    Google Scholar 

  16. M. S. Miller and K. E. Drexler. Markets and computation: agoric open systems. In B. A. Huberman, editor, The Ecology of Computation. North-Holland, Amsterdam, 1988.

    Google Scholar 

  17. M. Stonebraker et al. An economic paradigm for query processing and data migration in Mariposa. In Proc. of Parallel and Distributed Information Systems, pages 58–67, 1994.

    Google Scholar 

  18. J. Tirole. The Theory of Industrial Organization. The MIT Press, Cambridge, MA, 1988.

    Google Scholar 

  19. M. Tsvetovatyy, M. Gini, B. Mobasher, and Z. Wieckowski. MAGMA: an agent-based virtual market for electronic commerce. Applied Artificial Intelligence, 1997.

    Google Scholar 

  20. J. M. Vidal and E. H. Durfee. The impact of nested agent models in an information economy. In Proceedings of the Second International Conference on Multi-agent Systems (ICMAS96). MIT Press, December 1996.

    Google Scholar 

  21. M. P. Wellman. A market-oriented programming environment and its application to distributed multicommodity flow problems. Journal of Artificial Intelligence Research, 1:1, 1993.

    MATH  Google Scholar 

  22. J. White. Mobile agents white paper. General Magic, Inc., 1996.

    Google Scholar 

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Matthias Klusch Gerhard Weiß

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© 1998 Springer-Verlag Berlin Heidelberg

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Kephart, J.O. et al. (1998). Dynamics of an information-filtering economy. In: Klusch, M., Weiß, G. (eds) Cooperative Information Agents II Learning, Mobility and Electronic Commerce for Information Discovery on the Internet. CIA 1998. Lecture Notes in Computer Science, vol 1435. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0053682

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  • DOI: https://doi.org/10.1007/BFb0053682

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-64676-1

  • Online ISBN: 978-3-540-69109-9

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