Revealing the closeness of publication ties in scientific cooperation taking into account scientific productivity based on the Time-Weighted PageRank Method with Citation Intensity

Abstract

The object of this study is the proces-ses related to the assessment of the close-ness of publication ties among scientists and taking into account their productivity related to scientific activity. This is neces-sary to increase the efficiency of manage-ment of research projects. To this end, the PR, TWPR, TWPR-CI methods for calcu-lating scientific productivity estimates of scientists were described. In particular, the TWPR-CI method gives preference to those scientists whose works were more intensively published and cited during the last period of time, which is important for the formation of the composition of the executors of scientific research projects. The method for calculating the closeness of publication ties among scientists or average asymmetric tie strength was also described. The verification of dependence between the evaluation of the closeness of publication ties among scientists and their scientific productivity was carried out based on the analysis of the citation network of scientific publications and the network of scientific cooperation. The net-works are built on the basis of the open access Citation Network Dataset (ver. 14). The dataset contains information on more than 5 million scientific publications and more than 36 million citations to them. The correlation analysis revealed the presence of a weak inverse relationship between these estimates. However, the weakness of the connection allows us to state that for this case there is no established cor-relation between the assessment of scien-tific productivity and the assessment of the closeness of publication ties. That is, the hypothesis that the weak connection between scientists makes it possible to increase the productivity and innovative-ness of their publications was not con-firmed. The results allow for a systematic approach to the process of evaluation and planning of the results of research pro-jects, as well as the formation of the com-position of their executors