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Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency

Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency

In modern automated systems users are often facing the information overload problem because of ever increasing volumes of information requiring treatment in short time. Working in these conditions affects the system operator’s work quality and the systems’ reliability. One possible approach to solvi...

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Main Authors: Furtat, Iryna Eduardivna, Furtat, Yuriy Olegovich
Format: Article
Language:English
Published: Kamianets-Podilskyi National Ivan Ohiienko University 2018
Online Access:http://mcm-tech.kpnu.edu.ua/article/view/140050
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spelling mcmtechkpnueduua-article-1400502019-03-06T09:39:07Z Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency Furtat, Iryna Eduardivna Furtat, Yuriy Olegovich In modern automated systems users are often facing the information overload problem because of ever increasing volumes of information requiring treatment in short time. Working in these conditions affects the system operator’s work quality and the systems’ reliability. One possible approach to solving the information overload problem is to create personalized interfaces that take into account the user’s information management particularities. System operator’s features, which determine their preferred information representation shape and pace, form the user’s cognitive portrait. Cognitive portrait is built as a result of user interaction with the software diagnostic tools that are based on the cognitive psychology methods. The effect of using personalized user interface in an automated system can be estimated by quantifying how exactly a reduction in user response time to critical events affects the reliability and efficiency of the system. To do this, the formulae in the theory of reliability of complex automated systems are used, showing the dependency between the system reliability and critical event response time. Kamianets-Podilskyi National Ivan Ohiienko University 2018-05-22 Article Article application/pdf http://mcm-tech.kpnu.edu.ua/article/view/140050 10.32626/2308-5916.2018-17.150-156 Mathematical and computer modelling. Series: Technical sciences; 2018: Mathematical and computer modelling. Series: Technical sciences. Issue 17; 150-156 Математичне та комп'ютерне моделювання. Серія: Технічні науки ; 2018: Математичне та комп'ютерне моделювання. Серія: Технічні науки. Випуск 17; 150-156 2308-5916 10.32626/2308-5916.2018-17 en http://mcm-tech.kpnu.edu.ua/article/view/140050/137089 Авторське право (c) 2021 Математичне та комп'ютерне моделювання. Серія: Технічні науки
institution Mathematical and computer modelling. Series: Technical sciences
collection OJS
language English
format Article
author Furtat, Iryna Eduardivna
Furtat, Yuriy Olegovich
spellingShingle Furtat, Iryna Eduardivna
Furtat, Yuriy Olegovich
Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
author_facet Furtat, Iryna Eduardivna
Furtat, Yuriy Olegovich
author_sort Furtat, Iryna Eduardivna
title Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
title_short Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
title_full Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
title_fullStr Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
title_full_unstemmed Customizable Adaptive User Interfaces Implementation in Control and Learning Automated Systems as Way of Increasing their Reliability and Efficiency
title_sort customizable adaptive user interfaces implementation in control and learning automated systems as way of increasing their reliability and efficiency
description In modern automated systems users are often facing the information overload problem because of ever increasing volumes of information requiring treatment in short time. Working in these conditions affects the system operator’s work quality and the systems’ reliability. One possible approach to solving the information overload problem is to create personalized interfaces that take into account the user’s information management particularities. System operator’s features, which determine their preferred information representation shape and pace, form the user’s cognitive portrait. Cognitive portrait is built as a result of user interaction with the software diagnostic tools that are based on the cognitive psychology methods. The effect of using personalized user interface in an automated system can be estimated by quantifying how exactly a reduction in user response time to critical events affects the reliability and efficiency of the system. To do this, the formulae in the theory of reliability of complex automated systems are used, showing the dependency between the system reliability and critical event response time.
publisher Kamianets-Podilskyi National Ivan Ohiienko University
publishDate 2018
url http://mcm-tech.kpnu.edu.ua/article/view/140050
work_keys_str_mv AT furtatirynaeduardivna customizableadaptiveuserinterfacesimplementationincontrolandlearningautomatedsystemsaswayofincreasingtheirreliabilityandefficiency
AT furtatyuriyolegovich customizableadaptiveuserinterfacesimplementationincontrolandlearningautomatedsystemsaswayofincreasingtheirreliabilityandefficiency
first_indexed 2024-04-08T14:59:00Z
last_indexed 2024-04-08T14:59:00Z
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