(eng): The knowledge representation problem is understood as finding a reasonable joint distribution for a collection of marginal distributions. The problem is reformulated as a "moment problem", and the solution is searched in the exponential form. Further, an equivalent parametrization is introduced with a parameter which can be easily identified even in higher dimensional cases. The problem of evaluating relevant model characteristics is discussed.