IMPROVEMENT OF THE METHOD FOR SCIENTIFIC PUBLICATIONS CLUSTERING BASED ON N-GRAM ANALYSIS AND FUZZY METHOD FOR SELECTING RESEARCH PARTNERS

The two-stage method for clustering the publications of scientists and method for choosing partners.

The aim of this study is to improve the method of clustering publications.

IMPROVEMENT OF THE METHOD FOR SCIENTIFIC PUBLICATIONS CLUSTERING BASED ON N-GRAM ANALYSIS AND FUZZY METHOD FOR SELECTING RESEARCH PARTNERS

clustering, n-gram analysis, scientific research area, citation graph, project group.

For the problem of formation of project teams, in particular, scientific research project groups, there was proposed the comprehensive method, which consists of the two-stage method for clustering the graph of citation of scientists’ publications.

Described methods can be used for the problem of formation of scientific research groups and identify the similarities.

We can conclude that the volumes of data of relative frequencies of n-gram occurrence for the Ukrainian language are smaller than for the English lan.