Abstract
Electronic and mobile trading environments are saturated with information from the Internet and the World Wide Web. This paper proposes agents that can assimilate and use real-time information flows wisely to automate contract negotiation reliably. A new breed of “information-based” agents are founded on concepts from information theory, and are designed to operate with information flows of varying and questionable integrity. These agents are part of a larger project that aims to make informed automated trading in applications such as electronic or mobile procurement a reality.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Rosenschein, J.S., Zlotkin, G.: Rules of Encounter. The MIT Press, Cambridge (1994)
Lawrence, E., Newton, S., Corbitt, B., Lawrence, J., Dann, S., Thanasankit, T.: Internet Commerce — Digital Models for Business, 3rd edn. John Wiley and Sons, Inc., Chichester (2003)
Zhang, D., Simoff, S.: Informing the Curious Negotiator: Automatic news extraction from the Internet. In: Williams, G., Simoff, S. (eds.) Data Mining: Theory, Methodology, Techniques, and Applications, pp. 176–191. Springer, Heidelberg (2006)
Sierra, C., Debenham, J.: Information-based agency. In: Proceedings of Twentieth International Joint Conference on Artificial Intelligence IJCAI 2007, Hyderabad, India, pp. 1513–1518 (2007)
Debenham, J., Simoff, S.: An e-Market Framework for Informed Trading. In: Carr, L., Roure, D.D., Iyengar, A., Goble, C., Dahlin, M. (eds.) proceedings 15th International World Wide Web Conference, WWW-2006, Edinburgh, Scotland (2006)
Jaynes, E.: Probability Theory — The Logic of Science. Cambridge University Press, Cambridge (2003)
MacKay, D.: Information Theory, Inference and Learning Algorithms. Cambridge University Press, Cambridge (2003)
Li, Y., Bandar, Z.A., McLean, D.: An approach for measuring semantic similarity between words using multiple information sources. IEEE Transactions on Knowledge and Data Engineering 15, 871–882 (2003)
Rahwan, I., Ramchurn, S., Jennings, N., McBurney, P., Parsons, S., Sonenberg, E.: Argumentation-based negotiation. Knowledge Engineering Review 18, 343–375 (2003)
Debenham, J., Lawrence, E.: Intelligent agents that make informed decisions. In: Esposito, F., Raś, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. LNCS (LNAI), vol. 4203, pp. 137–146. Springer, Heidelberg (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lawrence, E., Debenham, J. (2010). Information Theory Based Intelligent Agents. In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds) Trends in Applied Intelligent Systems. IEA/AIE 2010. Lecture Notes in Computer Science(), vol 6097. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13025-0_41
Download citation
DOI: https://doi.org/10.1007/978-3-642-13025-0_41
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13024-3
Online ISBN: 978-3-642-13025-0
eBook Packages: Computer ScienceComputer Science (R0)