An attempt to convert association rules concerning a medical data set is described. It is shown that the association rules can be formulated in reasonable sentences of a natural language. A limited language model for formulating association rules in English and Czech is described. This model mainly consists of a set of formulation patterns, which only slightly depend on the subject domain, and tables of expressions (verb phrases, noun phrases etc.). The morphological problems and their solutions suitable for the limited subject domain, both for English and Czech, are described.
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