In the article, the issues of normalization of scientometric indicators of the publication level were studied. An integrated approach to the evaluation of research results was formalized. The similarities and differences between professional and scientific communities were considered. The concept of a professional scientific community was introduced. Local and network subtypes of scientific communities were identified. A method has been developed for obtaining the values of scientometric indicators normalized by both local and network scientific communities, the distinguishing feature of which is the use of linguistic variables and production rules of fuzzy logic. The testing of the proposed methodology was carried out based on the example of a scientometric database.