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In Quebec's municipal taxation system, the tax burden is allocated according to the market value of properties. Determining the market values for housing inventories containing tens of thousands of properties is obviously a complex task with enormous implications in terms of the resources required and the quality of the resulting estimates. This article presents PariTOP, a decision-support system...