Труды КНЦ вып.12 (ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ вып. 5/2021(12))

t r a n s a c t io n s INFORMATION of the Kola Science Centre series 12 CONTENTS Pages Shishaev M.G. Two-stage technology of automated terminology Dikovitsky V.V. extraction based on topic modeling and context Lomov P.A. analysis.................................................................. 10 Lomov P.A. Training set augmentation in training neural- Malozemova M.L. network language model for ontology population............................................................. 22 Vicentiy A.V. The geoattributed entity extraction technology Shishaev M.G. for visual representation of objects spatial relations based on automated schematic map generation............................................................. 35 Pileckiy B.M. Recognition of spatial data from natural language texts for the purpose of visualization.. 50 Suleimanov D.Sh. System analysis of the natural language Fridman A.Ya. modeling problem................................................... 57 Gilmullin R.A. Kulik B.A. Smirnov A.V. Intellectual support for socially-oriented Teslya N.N. operational decisions making during Moll E.G. hospitalization, taking into account limited Mikhailov S.A. resources and human behavior............................... 67 Levashova T.V. Zuenko A.A. An approach to finding a global optimum in Fridman O.V. constrained clustering tasks involving the Zuenko O.N. assessments of several experts......................... 75 Fridman O.V. Data Mining - methods and algorithms, summary............................................................... 91 Khaliullina D.N. Resilience of critical infrastructure of regional Bystrov V.V. security................................................................. 104 Malygina S.N. Development of a simulation model of personnel Neupokoeva E.O. logistics of a production cluster.............................. 117 5