Title :
Detection of current research directions based on full-text clustering
Author :
Shvets, Alexander ; Devyatkin, Dmitry ; Sochenkov, Ilya ; Tikhomirov, Ilya ; Popov, Konstantin ; Yarygin, Konstantin
Author_Institution :
Inst. for Syst. Anal., Moscow, Russia
Abstract :
The paper provides an overview of systems for scientometric analysis and considers methods for identifying current research directions. The new method for research directions detection based on full-text clustering is proposed. The results of experiments on the detection of the directions of the field "regenerative medicine" are presented. The prospects of method, its drawbacks and directions for further research are discussed.
Keywords :
natural sciences computing; pattern clustering; text analysis; current research direction detection; full-text clustering; regenerative medicine; scientometric analysis; Bibliometrics; Cartilage; Indexes; Liver; Patents; Photoreceptors; Retina; full-text clustering; regenerative medicine; research directions detection; scientometric analysis;
Conference_Titel :
Science and Information Conference (SAI), 2015
Conference_Location :
London
DOI :
10.1109/SAI.2015.7237186
