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.
DOI: http://dx.doi.org/10.1109/SAI.2015.7237186
Download PDF or read online at ResearchGate: https://www.researchgate.net/publication/299509168_Detection_of_current_research_directions_based_on_full-text_clustering
Shvets A., Devyatkin D., Sochenkov I., Tikhomirov I., Popov K., Yarygin K. Detection of Current Research Directions Based on Full-Text Clustering // Proceedings of Science and Information Conference 2015. – London, 2015. – P. 483-488