Clustering and Multistage Semantic Analysis of Scientific Texts

To date, many problems of the competency-based approach remain unresolved both in terms of methodology and methodology, and in terms of organizing activities and creating appropriate technologies. To form the research competencies of the university, relevant information about projects, scientific work and specialization of university staff must be collected and processed, which in modern conditions, with a wide variety of scientific areas and the number of individual works and projects, requires the creation of a specialized information system. The task of identifying the competencies of employees of a scientific organization can be solved by clustering the texts of their scientific works.

1. Andreev A.V., Mitrofanova O.A., Sokolov K.V. Introduction to formal semantics. St. Petersburg: St. Petersburg State University. RIO. Philol. faculty, 2014. 88 p.
2. Bach E. Informal lectures on formal semantics. M.: URSS, 2010. 224 p.
3. Guruzhapov V.A., Margolis A.A. Designing a model of practice-oriented training of teaching staff in undergraduate programs in the direction of training “Psychological and pedagogical education (Primary school teacher)” based on the network interaction of educational organizations implementing programs of higher education and primary general education. Psychological Science and Education. 2014. Vol.19. No. 3. P. 143–159.
4. Hamel, G. Competing for the future. Creating the markets of tomorrow. G. Hamel, K.K. Prahalad; per. from English. M.: CJSC “Olimp-Business”, 2002. 288 p.
5. Khvan A.A. Theoretical and applied problems of measuring competencies. In the collection: Evaluation of the quality of education in educational institutions. Ural State Pedagogical University. 2012. P. 105–110.
6. Khisamieva L.G. Competence and competence in the structure of research activities. Bulletin of OSU. 2014. No. 9 (170). pp. 33–37.