Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations

Innovative activity determines the ability of an enterprise, region or country to occupy leading or profitable positions within the global economic system. To understand and interpret the situation of the country in the context of world innovative economic growth, it is necessary to develop a system...

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Autores principales:	Irina Anatolyevna Razumova, Nadezhda Nikolaevna Pokrovskaya, Lilia Vilyevna Akhmerova
Formato:	article
Lenguaje:	EN RU
Publicado:	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration 2018
Materias:	innovation activity innovations inventions economic growth state innovation policy parameters innovation management Political institutions and public administration (General) JF20-2112
Acceso en línea:	https://doaj.org/article/813cd93f03664a8eb038fbdc51c1c860
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spelling	oai:doaj.org-article:813cd93f03664a8eb038fbdc51c1c8602021-11-12T10:46:05ZComposition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations1726-11391816-859010.22394/1726-1139-2017-10-59-72https://doaj.org/article/813cd93f03664a8eb038fbdc51c1c8602018-04-01T00:00:00Zhttps://www.acjournal.ru/jour/article/view/674https://doaj.org/toc/1726-1139https://doaj.org/toc/1816-8590Innovative activity determines the ability of an enterprise, region or country to occupy leading or profitable positions within the global economic system. To understand and interpret the situation of the country in the context of world innovative economic growth, it is necessary to develop a system of criteria and indicators for assessing innovation activity. The definition of the criteria will allow both an assessment of the existing situation and the effectiveness of the programs being conducted, so the research main purpose is to develop a system of indicators of innovation activity and to increase the effectiveness of government programs that are aimed to support and to stimulate innovation activities at the regional and national levels. Given the complexity, diversity and versatility of innovation and of functioning of modern economy, the most effective approach to solve this problem is the use of modern technologies, in particular, artificial intelligence to solve this problem. In this regard, in this article, based on the theoretical analysis of existing approaches to the definition and evaluation of innovation activity, a structured system of characteristics of innovation activity developed for the authors to prepare machine learning and to develop a system of analysis and making decision in the innovations’ sphere is proposed. The necessity to develop the characteristics of innovation activity includes both statistical and economic characteristics, as well as wider possibilities for processing large data with the use of neural network technologies, namely, analysis of weak signals from various sources, taking into account industry specific features and analysis of the dependence of innovation activity on Demand by local, regional or national populations for innovative products and services. This determines the multidimensionality of the set of characteristics of innovation activity, which is effectively solved with the help of neural network technologies, in particular, system of analysis and making decision.Irina Anatolyevna RazumovaNadezhda Nikolaevna PokrovskayaLilia Vilyevna AkhmerovaNorth-West institute of management of the Russian Presidential Academy of National Economy and Public Administration articleinnovation activityinnovationsinventionseconomic growthstate innovation policyparametersinnovation managementPolitical institutions and public administration (General)JF20-2112ENRUУправленческое консультирование, Vol 0, Iss 10, Pp 59-72 (2018)
institution	DOAJ
collection	DOAJ
language	EN RU
topic	innovation activity innovations inventions economic growth state innovation policy parameters innovation management Political institutions and public administration (General) JF20-2112
spellingShingle	innovation activity innovations inventions economic growth state innovation policy parameters innovation management Political institutions and public administration (General) JF20-2112 Irina Anatolyevna Razumova Nadezhda Nikolaevna Pokrovskaya Lilia Vilyevna Akhmerova Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
description	Innovative activity determines the ability of an enterprise, region or country to occupy leading or profitable positions within the global economic system. To understand and interpret the situation of the country in the context of world innovative economic growth, it is necessary to develop a system of criteria and indicators for assessing innovation activity. The definition of the criteria will allow both an assessment of the existing situation and the effectiveness of the programs being conducted, so the research main purpose is to develop a system of indicators of innovation activity and to increase the effectiveness of government programs that are aimed to support and to stimulate innovation activities at the regional and national levels. Given the complexity, diversity and versatility of innovation and of functioning of modern economy, the most effective approach to solve this problem is the use of modern technologies, in particular, artificial intelligence to solve this problem. In this regard, in this article, based on the theoretical analysis of existing approaches to the definition and evaluation of innovation activity, a structured system of characteristics of innovation activity developed for the authors to prepare machine learning and to develop a system of analysis and making decision in the innovations’ sphere is proposed. The necessity to develop the characteristics of innovation activity includes both statistical and economic characteristics, as well as wider possibilities for processing large data with the use of neural network technologies, namely, analysis of weak signals from various sources, taking into account industry specific features and analysis of the dependence of innovation activity on Demand by local, regional or national populations for innovative products and services. This determines the multidimensionality of the set of characteristics of innovation activity, which is effectively solved with the help of neural network technologies, in particular, system of analysis and making decision.
format	article
author	Irina Anatolyevna Razumova Nadezhda Nikolaevna Pokrovskaya Lilia Vilyevna Akhmerova
author_facet	Irina Anatolyevna Razumova Nadezhda Nikolaevna Pokrovskaya Lilia Vilyevna Akhmerova
author_sort	Irina Anatolyevna Razumova
title	Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
title_short	Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
title_full	Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
title_fullStr	Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
title_full_unstemmed	Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations
title_sort	composition of innovative activity’ parameters for a system of analysis and making decision in the innovations
publisher	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration
publishDate	2018
url	https://doaj.org/article/813cd93f03664a8eb038fbdc51c1c860
work_keys_str_mv	AT irinaanatolyevnarazumova compositionofinnovativeactivityparametersforasystemofanalysisandmakingdecisionintheinnovations AT nadezhdanikolaevnapokrovskaya compositionofinnovativeactivityparametersforasystemofanalysisandmakingdecisionintheinnovations AT liliavilyevnaakhmerova compositionofinnovativeactivityparametersforasystemofanalysisandmakingdecisionintheinnovations
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Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations

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