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

Download article in PDF format

Authors: Silich V. A., Saveliev A. O., Marchukov A. V., Alekseev A. A.

Annotation: 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