Creation the object model of the text benchmark document for automation the norm rule checking service

Kobets Elizaveta A., Nasyrov Nail F., Tartynskikh Pyotr S., Gorlushkina Natalia N.

The scientific paper describes the development of the object model of the benchmark document for the norm rule checking service. An approach is presented of feature highlighting of execution of text documents elements from standards. In the research results have been highlighted and classified basic structural elements and their constituent sub-elements. These elements formed the basis for the creation of the object model of the text benchmark document. The results of the implementation of the object model were used in the process of forming a dataset for machine learning algorithms for the classifying of structural elements. Based on the achieved classification results the further verification in progress of elements is carried out according to the requirements of a particular class. The model allows to prepare rules for automation search of errors in the execution of text documents. The model helps to implement the software realization of this search.

Keywords:object model, automation, norm rule checking, benchmark document, formalization errors, execution of text documents, standards, unification.