The authors proposes to apply a hybrid approach to identifying research area and author communities, based on the analysis of full texts. This approach has been successfully applied to large-scale multi-field science collections in several scientific fields. The advantages of the proposed method over the standard citation-based ones is demonstrated.
PDF at the Russian National Public Library for Science and Technology website (in Russian): https://www.gpntb.ru/win/inter-events/crimea2016/disk/2046.pdf
Devyatkin D. A., Shvets A. V., Tikhomirov I. A. Identifying research areas and corporate author based on the analysis of full-text scientific collections // Materials of the international conference "Crimea of 2016", 2016