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Home / Journals / Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» / Volume 2023 Issue 4 / SURVEY OF METHODS FOR BUILDING DYNAMIC ADAPTIVE INTERFACES AND THEIR INTELLIGENTALIZATION
SURVEY OF METHODS FOR BUILDING DYNAMIC ADAPTIVE INTERFACES AND THEIR INTELLIGENTALIZATION
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SURVEY OF METHODS FOR BUILDING DYNAMIC ADAPTIVE INTERFACES AND THEIR INTELLIGENTALIZATION
UDK 004.5 Человеко-машинное взаимодействие. Человеко-машинный интерфейс. Пользовательский интерфейс
Kurta Pavel 1
Izrailov K. 2
Authors:
1.  The Bonch-Bruevich Saint-Petersburg state university of telecommunications (department of information systems security, technical support engineer)

Russian Federation
2.  Saint-Petersburg Federal research center of the Russian academy of sciences (the computer security problems laboratory, senior researcher)

Russian Federation
Type:
Article
DOI:
https://doi.org/10.61260/2218-130X-2024-2023-4-119-132
Pages:
from 119 to 132
Status:
Published
Received:
24.10.2023
Accepted:
07.11.2023
Published:
14.02.2024
Subject area:
UDK 004.5 Человеко-машинное взаимодействие. Человеко-машинный интерфейс. Пользовательский интерфейс
Language:
Russian
Keywords:
dynamic interface, adaptation, review, criteria-based comparison, machine learning, artificial intelligence
Abstract and keywords
Abstract (English):
The work is devoted to the construction of dynamic adaptive interfaces of software products designed to resolve the following scientific contradictions: the presence of a common scheme to it creation with necessary to taking into account the characteristics of the user and his environment. Also, the possibility of using machine learning to intellectualize the way interfaces are built is being considered. For this purpose, a review of 20 scientific publications was carried out, the results of which were systematized in a single table. A comparative analysis of the review results is made according to the following criteria: year of publication, underlying method, scope of application, formalization of the method, stage of implementation in the interface life cycle, application of machine learning; conclusions were drawn for each of the criteria. The necessity of creating a general intellectual approach to the construction of interfaces is substantiated.

Keywords:
dynamic interface, adaptation, review, criteria-based comparison, machine learning, artificial intelligence
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References

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