Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities
In this paper, we investigate problems of decision making in management systems for the sustainable development of complex technological and socio-economic facilities. We show both the limitations of traditional expert systems and decision support systems, and the necessity of using expert evaluatio...
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2020-01-01
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doaj-095040fd21bf446f83db84033e19b2f92021-04-02T13:41:01ZengEDP SciencesE3S Web of Conferences2267-12422020-01-011661100210.1051/e3sconf/202016611002e3sconf_icsf2020_11002Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilitiesLavrov Evgeniy0Paderno Pavel1Burkov Evgeniy2Volosiuk Aleksandr3Lung Vu Duc4Sumy State University, Department of Computer ScienceSt. Petersburg Electrotechnical University, Information Systems DepartmentSt. Petersburg Electrotechnical University, Information Systems DepartmentSt. Petersburg Electrotechnical University, Information Systems DepartmentUniversity of Information Technology, Faculty of Computer EngineeringIn this paper, we investigate problems of decision making in management systems for the sustainable development of complex technological and socio-economic facilities. We show both the limitations of traditional expert systems and decision support systems, and the necessity of using expert evaluation technologies to find possible development strategies. Based on that we substantiate the need of creating a new class of systems, i.e. Automated eXpert Assessment Systems, and propose their organizational structure and design principles. We substantiate the level of automation of the work performed during the examinations and describe the composition of models and computer programs we recommend for creating effective automated expert assessment systems and corresponding technology. In the paper, we give examples of using the proposed method for various areas of human activity, in the management of urban infrastructure and e-learning at the universities, and show the effectiveness of the developed approach.https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/26/e3sconf_icsf2020_11002.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lavrov Evgeniy Paderno Pavel Burkov Evgeniy Volosiuk Aleksandr Lung Vu Duc |
spellingShingle |
Lavrov Evgeniy Paderno Pavel Burkov Evgeniy Volosiuk Aleksandr Lung Vu Duc Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities E3S Web of Conferences |
author_facet |
Lavrov Evgeniy Paderno Pavel Burkov Evgeniy Volosiuk Aleksandr Lung Vu Duc |
author_sort |
Lavrov Evgeniy |
title |
Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
title_short |
Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
title_full |
Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
title_fullStr |
Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
title_full_unstemmed |
Expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
title_sort |
expert assessment systems to support decision-making for sustainable development of complex technological and socio-economic facilities |
publisher |
EDP Sciences |
series |
E3S Web of Conferences |
issn |
2267-1242 |
publishDate |
2020-01-01 |
description |
In this paper, we investigate problems of decision making in management systems for the sustainable development of complex technological and socio-economic facilities. We show both the limitations of traditional expert systems and decision support systems, and the necessity of using expert evaluation technologies to find possible development strategies. Based on that we substantiate the need of creating a new class of systems, i.e. Automated eXpert Assessment Systems, and propose their organizational structure and design principles. We substantiate the level of automation of the work performed during the examinations and describe the composition of models and computer programs we recommend for creating effective automated expert assessment systems and corresponding technology. In the paper, we give examples of using the proposed method for various areas of human activity, in the management of urban infrastructure and e-learning at the universities, and show the effectiveness of the developed approach. |
url |
https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/26/e3sconf_icsf2020_11002.pdf |
work_keys_str_mv |
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