DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE

The paper presents the theoretical foundations of creating the educational environment of an educational institution using the project approach at the stage of building models and displaying communications in the information environment following GOST R 54869 – 2011. The article considers the Mar...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	O. Kolesnikov, А. Biloshchytskyi, V. Gogunskii, А. Khomiak
Formato:	article
Lenguaje:	EN
Publicado:	Astana IT University 2020
Materias:	markov chain communication system modelling of complex system probability matrix unified model stochastic systems Information technology T58.5-58.64
Acceso en línea:	https://doaj.org/article/d61bbda6a5f24ba481ac5961f42e3925
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:d61bbda6a5f24ba481ac5961f42e3925
record_format	dspace
spelling	oai:doaj.org-article:d61bbda6a5f24ba481ac5961f42e39252021-12-02T11:27:52ZDEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE10.37943/AITU.2020.95.36.0012707-90312707-904Xhttps://doaj.org/article/d61bbda6a5f24ba481ac5961f42e39252020-06-01T00:00:00Zhttps://sj.astanait.edu.kz/wp-content/uploads/2020/07/Journal-AITU_2-4-17.pdfhttps://doaj.org/toc/2707-9031https://doaj.org/toc/2707-904XThe paper presents the theoretical foundations of creating the educational environment of an educational institution using the project approach at the stage of building models and displaying communications in the information environment following GOST R 54869 – 2011. The article considers the Markov process with discrete states, discrete-time, and homogeneous characteristics of transition probabilities. The latter means that the transition probabilities for the series do not change over time. The set of specific values of transition probabilities characterizes the level of organizational maturity of the project. A unified method of transformation of iconographic models of states of complex systems in the Markov chain is developed. The method has sufficient simplicity of the mathematical apparatus and high reliability of the mapping of the phenomenological properties of stochastic systems. The developed model allows us to study the features of communication processes incompetently oriented information training systems in the educational environment of educational institutions and to obtain a quantitative assessment of the effectiveness of such systems. The management of educational activities of an educational institution should be considered as a continuous process of improving its activities in the conditions of modern competition in the market of educational services. The proposed model, based on the project approach, will allow the efficient use of material resources, as well as flexibly respond to any changes both within the educational institution and in the external environment.O. KolesnikovА. BiloshchytskyiV. GogunskiiА. KhomiakAstana IT Universityarticlemarkov chaincommunication systemmodelling of complex systemprobability matrixunified modelstochastic systemsInformation technologyT58.5-58.64ENScientific Journal of Astana IT University, Vol 2, Iss 2, Pp 4-17 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	markov chain communication system modelling of complex system probability matrix unified model stochastic systems Information technology T58.5-58.64
spellingShingle	markov chain communication system modelling of complex system probability matrix unified model stochastic systems Information technology T58.5-58.64 O. Kolesnikov А. Biloshchytskyi V. Gogunskii А. Khomiak DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
description	The paper presents the theoretical foundations of creating the educational environment of an educational institution using the project approach at the stage of building models and displaying communications in the information environment following GOST R 54869 – 2011. The article considers the Markov process with discrete states, discrete-time, and homogeneous characteristics of transition probabilities. The latter means that the transition probabilities for the series do not change over time. The set of specific values of transition probabilities characterizes the level of organizational maturity of the project. A unified method of transformation of iconographic models of states of complex systems in the Markov chain is developed. The method has sufficient simplicity of the mathematical apparatus and high reliability of the mapping of the phenomenological properties of stochastic systems. The developed model allows us to study the features of communication processes incompetently oriented information training systems in the educational environment of educational institutions and to obtain a quantitative assessment of the effectiveness of such systems. The management of educational activities of an educational institution should be considered as a continuous process of improving its activities in the conditions of modern competition in the market of educational services. The proposed model, based on the project approach, will allow the efficient use of material resources, as well as flexibly respond to any changes both within the educational institution and in the external environment.
format	article
author	O. Kolesnikov А. Biloshchytskyi V. Gogunskii А. Khomiak
author_facet	O. Kolesnikov А. Biloshchytskyi V. Gogunskii А. Khomiak
author_sort	O. Kolesnikov
title	DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
title_short	DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
title_full	DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
title_fullStr	DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
title_full_unstemmed	DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE
title_sort	development of a markov model of the information environment as a communication system in the scientific sphere
publisher	Astana IT University
publishDate	2020
url	https://doaj.org/article/d61bbda6a5f24ba481ac5961f42e3925
work_keys_str_mv	AT okolesnikov developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT abiloshchytskyi developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT vgogunskii developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT akhomiak developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere
_version_	1718395908354211840

DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHERE

Ejemplares similares