The structure and algorithm of the intelligent decision support system for the identification of cultural values

Authors

  • A. Martynenko

Keywords:

algorithm, decision support system, neural network, data mining, identification of cultural values

Abstract

The article discusses the algorithm of the work of an intelligent decision support system for identifying cultural values and the user with it, the issues of determining the main scenarios of work and restrictions. The author provides the expediency of dividing the software implementation of the system into separate modules, which will make the process of scaling the system less labor-intensive and more efficient. A set of tools for solving the problem is presented, where a decision is made as such. Moreover, for the identification and analysis of different types of cultural property objects, different types of neural networks can be provided. It also notes the complexity and complexity of the approach to solving the problem, certain prospects and ways of further research of this subject area. The use of the system specified in the article, built on the basis of neural networks and modern software and hardware, will allow the user, in conditions of uncertainty and in conditions of limited time, to receive additional help in making decisions in identification and CC, the use of a system of this type is relevant and promising. The approach proposed by the author to the creation of this system is convenient and effective, has a powerful potential for further development and improvement of the system. The combination of databases and knowledge in one system, together with a powerful mathematical and analytical apparatus, will allow reaching a higher level of identification and analysis of objects of cultural property in comparison with conventional databases and catalogs. The conclusions set tasks for solving organizational, legal and technical issues related to the implementation and operation of the system.

References

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А.А. Martynenko, BI Moroz, IG Gulina DATA STORAGE SYSTEMS FOR DECISION-MAKING SUPPORT SYSTEMS IDENTIFICATION OF CULTURAL VALUES. XIV International Conference: Problems of Information Technology in Education, Science and Industry. Dnipro, November 28-29, 2019, P. 35-39.

Martynenko A., Moroz V., & Nulina I. (2020). An intelligent decision support system for cultural property identification. COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION, (39), P. 78-82.

URL: http://cit-journal.com.ua/index.php/cit/article/view/126

MartynenkoА., Moroz, B., & НulinаІ. (2020). Building tools of an intelligent decision support system to identify cultural values . COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION, (41), P. 71-75. URL: http://cit-journal.com.ua/index.php/cit/article/view/189

Understanding LSTM Networks URL: http://colah.github.io/posts/2015-08-Understanding-LSTMs/

Published

2021-12-10