METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA
The article deals with general methodology and architecture of the hybrid models system of projecting economic figures and its implementation in the form of the integrated information system illustrated by figures in the sphere of research and innovation in Russian economy. The author describes the...
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| Format: | Article |
| Language: | Russian |
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Plekhanov Russian University of Economics
2017-09-01
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| Series: | Вестник Российского экономического университета имени Г. В. Плеханова |
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| Online Access: | https://vest.rea.ru/jour/article/view/168 |
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| _version_ | 1849693444889378816 |
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| author | Matvey V. Domozhakov |
| author_facet | Matvey V. Domozhakov |
| author_sort | Matvey V. Domozhakov |
| collection | DOAJ |
| description | The article deals with general methodology and architecture of the hybrid models system of projecting economic figures and its implementation in the form of the integrated information system illustrated by figures in the sphere of research and innovation in Russian economy. The author describes the sub-system of distributed neuro-network models designed in Python with the help of web-framework Django. The stages in the process of figure projection in the hybrid model were demonstrated. Functional structure of hybrid models underlain by software modules was presented. Such system allows us not only to increase accuracy and quality of projections but to use them in management contour for reaching target indicators. |
| format | Article |
| id | doaj-art-58d3cfca10524b00a981f62efa4c1571 |
| institution | DOAJ |
| issn | 2413-2829 2587-9251 |
| language | Russian |
| publishDate | 2017-09-01 |
| publisher | Plekhanov Russian University of Economics |
| record_format | Article |
| series | Вестник Российского экономического университета имени Г. В. Плеханова |
| spelling | doaj-art-58d3cfca10524b00a981f62efa4c15712025-08-20T03:20:25ZrusPlekhanov Russian University of EconomicsВестник Российского экономического университета имени Г. В. Плеханова2413-28292587-92512017-09-010312914010.21686/2413-2829-2016-3-129-140167METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIAMatvey V. Domozhakov0Plekhanov Russian University of EconomicsThe article deals with general methodology and architecture of the hybrid models system of projecting economic figures and its implementation in the form of the integrated information system illustrated by figures in the sphere of research and innovation in Russian economy. The author describes the sub-system of distributed neuro-network models designed in Python with the help of web-framework Django. The stages in the process of figure projection in the hybrid model were demonstrated. Functional structure of hybrid models underlain by software modules was presented. Such system allows us not only to increase accuracy and quality of projections but to use them in management contour for reaching target indicators.https://vest.rea.ru/jour/article/view/168research and innovation spheresystems of regressive equationsmodels of short-term projectionverification of forecastsystem of neuro-network modelssystem of hybrid models |
| spellingShingle | Matvey V. Domozhakov METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA Вестник Российского экономического университета имени Г. В. Плеханова research and innovation sphere systems of regressive equations models of short-term projection verification of forecast system of neuro-network models system of hybrid models |
| title | METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA |
| title_full | METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA |
| title_fullStr | METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA |
| title_full_unstemmed | METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA |
| title_short | METHODOLOGY AND TOOLS FOR PROJECTING FIGURES OF RESEARCH AND INNOVATION SPHERE IN RUSSIA |
| title_sort | methodology and tools for projecting figures of research and innovation sphere in russia |
| topic | research and innovation sphere systems of regressive equations models of short-term projection verification of forecast system of neuro-network models system of hybrid models |
| url | https://vest.rea.ru/jour/article/view/168 |
| work_keys_str_mv | AT matveyvdomozhakov methodologyandtoolsforprojectingfiguresofresearchandinnovationsphereinrussia |