In the description of these methods (and in the remainder of this paper), we use the following mathematical notation. A product catalog D contains I products xi having K attributes xi = (xi1,xi2, . . . ,xiK). The final two-dimensional map can be described by an I ?2 matrix Z containing the coordinates of the products in the map.