Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach

The article is aimed at developing a way to optimize the management of intellectual property (IP) objects by a process-functional approach based on the use of neural networks in combination with planning networks in conditions of uncertainty. When analyzing the works of various scholars, conceptual...

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Autores principales:	Cherepanova Viktoriia О., Sylka Ihor V.
Formato:	article
Lenguaje:	EN RU UK
Publicado:	Research Centre of Industrial Problems of Development of NAS of Ukraine 2021
Materias:	intellectual property network model neural network management of intellectual property scientific approaches to intellectual property management Business HF5001-6182
Acceso en línea:	https://doaj.org/article/fd61fb12ec8d42d095d665080a1919d8
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id	oai:doaj.org-article:fd61fb12ec8d42d095d665080a1919d8
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spelling	oai:doaj.org-article:fd61fb12ec8d42d095d665080a1919d82021-11-04T07:50:03ZOptimizing the Intellectual Property Management in Accordance with a Process-Functional Approach10.32983/2222-4459-2021-9-41-512222-44592311-116Xhttps://doaj.org/article/fd61fb12ec8d42d095d665080a1919d82021-09-01T00:00:00Zhttps://www.business-inform.net/export_pdf/business-inform-2021-9_0-pages-41_51.pdfhttps://doaj.org/toc/2222-4459https://doaj.org/toc/2311-116XThe article is aimed at developing a way to optimize the management of intellectual property (IP) objects by a process-functional approach based on the use of neural networks in combination with planning networks in conditions of uncertainty. When analyzing the works of various scholars, conceptual approaches to the formation of IP management according to both the process and the functional approaches to management were considered. The use of artificial neural networks in intellectual property management at industrial enterprises in combination with network planning in conditions of uncertainty is systematized. Neural networks consist of different architectures, but to manage intellectual property it is advisable to use either Self-Organizing Maps (SOM) by Kohonen, or Generative Pre-trained Transformer 3 (GPT-3), or Rumelhart Multilayer Perceptron, or an combination of the above. It is proved that the proposed scientific approach (instrumentarium) in the form of neural networks and network planning allows reducing the time for implementation of works related to the management of intellectual property at industrial enterprises on the grounds of a process-functional approach. Based on the carried out study, the computation of spent time was carried out, which confirmed the efficiency of the implementation of neural networks in combination with network schedule for the management of intellectual property in industrial enterprises. Prospects for further research in this direction are the development and construction of a universal instrument using neural networks and network schedule. Further development of intellectual property management will increase production efficiency and profitability of enterprises.Cherepanova Viktoriia О.Sylka Ihor V.Research Centre of Industrial Problems of Development of NAS of Ukrainearticleintellectual propertynetwork modelneural networkmanagement of intellectual propertyscientific approaches to intellectual property managementBusinessHF5001-6182ENRUUKBìznes Inform, Vol 9, Iss 524, Pp 41-51 (2021)
institution	DOAJ
collection	DOAJ
language	EN RU UK
topic	intellectual property network model neural network management of intellectual property scientific approaches to intellectual property management Business HF5001-6182
spellingShingle	intellectual property network model neural network management of intellectual property scientific approaches to intellectual property management Business HF5001-6182 Cherepanova Viktoriia О. Sylka Ihor V. Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
description	The article is aimed at developing a way to optimize the management of intellectual property (IP) objects by a process-functional approach based on the use of neural networks in combination with planning networks in conditions of uncertainty. When analyzing the works of various scholars, conceptual approaches to the formation of IP management according to both the process and the functional approaches to management were considered. The use of artificial neural networks in intellectual property management at industrial enterprises in combination with network planning in conditions of uncertainty is systematized. Neural networks consist of different architectures, but to manage intellectual property it is advisable to use either Self-Organizing Maps (SOM) by Kohonen, or Generative Pre-trained Transformer 3 (GPT-3), or Rumelhart Multilayer Perceptron, or an combination of the above. It is proved that the proposed scientific approach (instrumentarium) in the form of neural networks and network planning allows reducing the time for implementation of works related to the management of intellectual property at industrial enterprises on the grounds of a process-functional approach. Based on the carried out study, the computation of spent time was carried out, which confirmed the efficiency of the implementation of neural networks in combination with network schedule for the management of intellectual property in industrial enterprises. Prospects for further research in this direction are the development and construction of a universal instrument using neural networks and network schedule. Further development of intellectual property management will increase production efficiency and profitability of enterprises.
format	article
author	Cherepanova Viktoriia О. Sylka Ihor V.
author_facet	Cherepanova Viktoriia О. Sylka Ihor V.
author_sort	Cherepanova Viktoriia О.
title	Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
title_short	Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
title_full	Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
title_fullStr	Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
title_full_unstemmed	Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach
title_sort	optimizing the intellectual property management in accordance with a process-functional approach
publisher	Research Centre of Industrial Problems of Development of NAS of Ukraine
publishDate	2021
url	https://doaj.org/article/fd61fb12ec8d42d095d665080a1919d8
work_keys_str_mv	AT cherepanovaviktoriiao optimizingtheintellectualpropertymanagementinaccordancewithaprocessfunctionalapproach AT sylkaihorv optimizingtheintellectualpropertymanagementinaccordancewithaprocessfunctionalapproach
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Optimizing the Intellectual Property Management in Accordance with a Process-Functional Approach

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