Estimation methods of scientific publications based on analysis of the internet references to scientific portals

Abstract: The drawbacks of the scientific publications estimation methods based on the citation index are considered. A specifying method for estimation of scientific publications, which relies upon monitoring of references to scientific web-portals and servers and uses the naive Bayesian classifier, is suggested. The independent features characterizing a web-user behavior are extracted.

Keywords: citation index, web-mining, web log, classification problem, naive bayesian classifier

For citation:
Silich V. A., Saveliev A. O., Marchukov A. V., Alekseev A. A. Estimation methods of scientific publications based on analysis of the internet references to scientific portals. Doklady Tomskogo gosudarstvennogo universiteta sistem upravleniya i radioelektroniki, 2010, no. 2(22), – p. 1. pp. 283–287.