Normalization of data structures

The article discusses approaches to solving the problem of automated processing of data with irregular structure. To be able to formal processing it is necessary to convert them to a regular structure (in the simplest case, the table). Is proposed on the basis of the semantic analysis definition of symbols suitable for a logical calculus of the elements of the regular structure. Examples from the field of quality control.