DocumentCode
2031145
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
fYear
2015
fDate
28-30 July 2015
Firstpage
483
Lastpage
488
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Science and Information Conference (SAI), 2015
Conference_Location
London
Type
conf
DOI
10.1109/SAI.2015.7237186
Filename
7237186
Link To Document