Calculation of Scientometrical Indexes on the Base of Data from several Quotation Systems under the Conditions of Noncomplete Determination

EasyChair Preprint no. 2145

Abstract

This work presented the problem of calculation of the main scientometrical indexes on the base of data from different quotation systems under the conditions of noncomplete determination caused by limited access to the quotation systems. It was offered the approach including following components: data collection and processing; the construction of aggregative publications list; the calculation of total number of quotations for each publication; the calculation of citation index and Hirsch index. The offered approach allowed make the calculation of citation and Hirsch index on the base of data from RSCI and SCOPUS quotation systems under the conditions of noncoplete determination. It was offered the calculation algorithm of total number of quotations the base of which makes mathematical apparatus of fuzzy decision trees. Fuzzy decision tree was learnt on learning data set. There were carried out the investigational studies of developed approach that allowed make the conclusion about the possibility of their usage for calculation of the citation and Hirsch indexes under the conditions of noncomplete determination.

Keyphrases: citation index, conditions of noncomplete determination, Fuzzy decision trees, Hirsch index, scientometrical indexes, the calculation of total number of quotations, the construction of aggregative publications list

@Booklet{EasyChair:2145,
  author = {Irina Bolodurina and Petr Boldyrev and Ivan Krylov},
  title = {Calculation of Scientometrical Indexes on the Base of Data from several Quotation Systems under the Conditions of Noncomplete Determination},
  howpublished = {EasyChair Preprint no. 2145},

  year = {EasyChair, 2019}}