This paper proposes a method of comparative analysis of scientific trajectories based on bibliographic profiles. The bibliographic profile (“meshprint”) is a list of MeSH terms (key terms used to index articles in the PubMed), indicating the relative frequency of occurrence of each term in the scientist's articles. Comparison of personalized bibliographic profiles can be represented in the form of a semantic network, where the nodes are the names of scientists, and the relationships are proportional to the calculated measures of similarity of bibliographic profiles. The proposed method was used to analyze the semantic network of scientists united by the academic school of the academician A.I. Archakov. The results of the work allowed us to show the relationship between the scientific trajectories of one scientific school and to correlate the results with world trends.
Keywords: semantic networks, text analysis, medical subject headings, Text-mining, MeSH, sociology, research trajectory
Ilgisonis E.V. et al. Medical subject headings for the scientific groups evolution analysis on the example of academician A.I. Archakov's scientific school // Biomeditsinskaya khimiya. - 2020. - V. 66. -N 1. - P. 7-17.
Ilgisonis E.V. et al., "Medical subject headings for the scientific groups evolution analysis on the example of academician A.I. Archakov's scientific school." Biomeditsinskaya khimiya 66.1 (2020): 7-17.
Ilgisonis, E. V., Kiseleva, O. I., Lisitsa, A. V., Poverennaya, E. V., Toporkova, M. N., Ponomarenko, E. A. (2020). Medical subject headings for the scientific groups evolution analysis on the example of academician A.I. Archakov's scientific school. Biomeditsinskaya khimiya, 66(1), 7-17.
Wang M., Carver J.J., Phelan V.V., Sanchez L.M., Garg N., Peng Y., Nguyen D.D., Watrous J., Kapono C.A. et al. (2016) Nature Biotechnol., 34(8), 828-837. Scholar google search
Legrain P., Aebersold R., Archakov A., Bairoch A., Bala K., Beretta L., Bergeron J., Borchers C.H., Corthals G.L., Costello C.E., Deutsch E.W., Domon B., Hancock W., He F., Hochstrasser D., Marko-Varga G., Salekdeh G.H., Sechi S., Snyder M., Srivastava S., Uhlen M., Wu C.H., Yamamoto T., Paik Y.-K., Omenn G.S. (2011) Molecular Cellular Proteomics: MCP, 10(7), M111.009993. CrossRef Scholar google search
Archakov A., Aseev A., Bykov V., Grigoriev A., Govorun V., Ivanov V., Khlunov A., Lisitsa A., Mazurenko S., Makarov A.A., Ponomarenko E., Sagdeev R., Skryabin K. (2011) Proteomics, 11(10), 1853-1856. CrossRef Scholar google search