Combining KADS with ZEUS to Develop a Multi-Agent E-Commerce Application
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A KADS based requirement analysis for the management of stock trading portfolios is presented. This provides a theoretical foundation for a stock trading system. This system is designed around portfolio management tasks that include eliciting user profiles, collecting information on the user's portfolio position, monitoring the environment on behalf of the user, and making decision suggestions to meet the user's investment goals. The requirement analysis defines a framework for a Multi-Agent System for Stock Trading (MASST). Experiments in task decomposition and agent interaction using a partially implemented system are described.
- Achelis, S.B. (1995). Technical Analysis from A to Z, 2nd edition. New York, NY: McGraw-Hill.
- Baldwin, N.S. and R.E. Rice. (1997). “Information-Seeking Behavior of Securities Analysts: Individual and Institutional Influences, Information Sources and Channels, and Outcomes.” Journal of The American Society for Information Science 48(8), 674–693.
- Benos, A. and E. Tzafestas. (1997) “Alternative Distributed Models for the Comparative Study of Stock Market Phenomenon.” Information Sciences 99(3–4), 137–157.
- Burmeister, B. (1996). “Models and Methodology for Agent-Oriented Analysis and Design.” In K. Fischer (ed.), Working Notes of the KI'96 Workshop on Agent-Oriented Programming and Distributed Systems, DFKI Document D-96–06.
- Bui, T. and J. Lee. (1999). “An Agent-Based Framework for Building Decision Support Systems.” Decision Support Systems 25(3), 225–237.
- Chou, S.T., H. Hsu, C. Yang, and F. Lai. (1997). “A Stock Selection DSS Combining AI and Technical Analysis.” Annals of Operations Research 75, 335–353.
- Davis, D.N. (2000). “Agent-Based Decision Support Framework for Water Supply Infrastructure and Development.” International Journal of Computers, Environment and Urban Systems 24, 173–190.
- Delgado, M., A.F. GomezSkarmeta, J.G. Marin Blazquez, and H.M. Barbera. (1999). “A Multi-Agent Architecture for Fuzzy Modeling.” International Journal of Intelligent Systems 14(3), 305–329.
- Edwards, R.D. and J. Magee. (1974). Technical Analysis of Stock Trends. John Magee, Inc.
- Glaser, N. (1996). “Contribution to Knowledge Modelling in a Multi-Agent Framework (the CoMoMAS Approach).” Ph.D. Thesis, L'Université Henri Poincaré, Nancy I, France.
- Iglesias, C.A., M. Garijo, J.C. Gonzalez, and J.R. Velasco. (1998). “Analysis and Design of Multi-Agent Systems Using MAS-CommonKADS.” In INTELLIGENT AGENTS IV: Agent Theories, Architectures, and Languages, Lecture Notes in Artificial Intelligence, Vol. 1365. Berlin: Springer, pp. 313–326.
- Kinny, D., M.P. Georgeff, and A.S. Rao. (1996). “A Methodology and Modelling Technique for Systems of BDI Agents.” In W. Van De Velde and J.W. Perram (eds.), Agents Breaking Away-7th European Workshop on Modelling Autonomous Agents in a Multi-Agent World (WAAMAW'96), Lecture Notes in Artificial Intelligence, Vol. 1038. Berlin: Springer, pp. 56–71.
- Kuo, R.J. (1998). “A Decision Support System for the Stock Market Through Integration of Fuzzy Neural Networks and Fuzzy Delphi.” Applied Artificial Intelligence 12, 501–520.
- Lee, K.C. and W.C. Kim. (1995). “Integration of Human Knowledge and Machine Knowledge by Using Fuzzy Post Adjustment: Its Performance in Stock Market Timing Prediction.” Expert System 12(4), 331–337.
- Luo, Y. (2001). “Multi-Agent System Approach in E-Commerce-A MASST Framework for Decision Support in Stock Trading.” Ph.D. Thesis, University of Stafford, UK.
- Markowitz, H. (1991). Portfolio Selection: Efficient Diversification of Investment, 2nd edition. Cambridge, MA: B. Blackwell.
- Nison, S. (1991). Japanese Candlestick Charting Techniques. New York, NY: New York Institute of Finance.
- Nwana, H., D. Ndumu, L. Lee, and J. Collis. (1999). “ZEUS: A Toolkit for Building Distributed Multi-Agent Systems.” Applied Artificial Intelligence Journal 13(1), 129–186.
- Qing, M. (1997). Essential of Patterns Analysis. Lingnan Art Press, China.
- Rus, D. and D. Subramanian. (1997). “Customizing Information Capture and Access.” ACM Transactions on Information Systems 15(1), 67–101.
- Saad, E., D. Prokhorov, and D. Wunsch. (1998). “Comparative Study of Stock Trend Prediction Using Time Delay, Recurrent and Probabilistic Neural Networks.” IEEE Transactions on Neural Networks9(6), 1456–1469.
- Schreiber, G., B. Weilinga, and J. Breuker. (1993). KADS: A Principled Approach to Knowledge-Based Systems. London: Academic Press.
- Sycara, K., D. Zeng, and K. Decker. (1998). “Intelligent Agent in Portfolio Management”, In N.R. Jennings and M.J. Wooldridge (eds.), Agent Technology: Foundations, Applications, and Markets. Berlin: Springer, pp. 267–281.
- Combining KADS with ZEUS to Develop a Multi-Agent E-Commerce Application
Electronic Commerce Research
Volume 3, Issue 3-4 , pp 315-335
- Cover Date
- Print ISSN
- Online ISSN
- Kluwer Academic Publishers
- Additional Links
- multi-agent system
- stock trading
- decision support
- Author Affiliations
- 1. Department of Computer Science, University of Hull, HU6 7RX, UK
- 2. School of Computing Science, Middlesex University, Bounds Green, London, N11 2NQ, UK
- 3. Department of Computer Science, University of Reading, Reading, RG6 6AY, UK