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First of all, the necessities and advantages of applying Web and data warehouse to MDSS was analyzed and the multi-agent systems theory was introduced. Further, the business schemas in the data warehouse were identified and the multi-dimension datasets were established. The structure of the Web-enabled MDSS was designed based on multi-agent systems and each agent's function was given. Finally, the developing tools and the implementation of the Web-enabled data warehouse were discussed.