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...
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| Format: | Article |
| Language: | English |
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Astana IT University
2020-06-01
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| Series: | Scientific Journal of Astana IT University |
| Subjects: | |
| Online Access: | https://sj.astanait.edu.kz/wp-content/uploads/2020/07/Journal-AITU_2-4-17.pdf |
| _version_ | 1818428128609959936 |
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| author | O. Kolesnikov А. Biloshchytskyi V. Gogunskii А. Khomiak |
| author_facet | O. Kolesnikov А. Biloshchytskyi V. Gogunskii А. Khomiak |
| author_sort | O. Kolesnikov |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-14T14:56:42Z |
| format | Article |
| id | doaj.art-d61bbda6a5f24ba481ac5961f42e3925 |
| institution | Directory Open Access Journal |
| issn | 2707-9031 2707-904X |
| language | English |
| last_indexed | 2024-12-14T14:56:42Z |
| publishDate | 2020-06-01 |
| publisher | Astana IT University |
| record_format | Article |
| series | Scientific Journal of Astana IT University |
| spelling | doaj.art-d61bbda6a5f24ba481ac5961f42e39252022-12-21T22:56:58ZengAstana IT UniversityScientific Journal of Astana IT University2707-90312707-904X2020-06-012241710.37943/AITU.2020.95.36.001DEVELOPMENT OF A MARKOV MODEL OF THE INFORMATION ENVIRONMENT AS A COMMUNICATION SYSTEM IN THE SCIENTIFIC SPHEREO. Kolesnikov0https://orcid.org/0000-0003-2366-1920А. Biloshchytskyi1https://orcid.org/0000-0001-9548-1959V. Gogunskii2https://orcid.org/0000-0002-9115-2346А. Khomiak3https://orcid.org/0000-0002-6697-4217Doctor of Technical Sciences, Associate Professor, Department of Information Systems and TechnologyDoctor of Technical Sciences, Professor, Vice-Rector of Science and Innovation Doctor of Technical Sciences, Professor, Head of the Department of Management of Life Safety SystemsMaster’s degree Student 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.https://sj.astanait.edu.kz/wp-content/uploads/2020/07/Journal-AITU_2-4-17.pdfmarkov chaincommunication systemmodelling of complex systemprobability matrixunified modelstochastic systems |
| spellingShingle | 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 Scientific Journal of Astana IT University markov chain communication system modelling of complex system probability matrix unified model stochastic systems |
| title | 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_short | 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 |
| topic | markov chain communication system modelling of complex system probability matrix unified model stochastic systems |
| url | https://sj.astanait.edu.kz/wp-content/uploads/2020/07/Journal-AITU_2-4-17.pdf |
| work_keys_str_mv | AT okolesnikov developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT abiloshchytskyi developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT vgogunskii developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere AT akhomiak developmentofamarkovmodeloftheinformationenvironmentasacommunicationsysteminthescientificsphere |