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A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector

The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment fun...

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Autores principales: Polishchuk, Volodymyr, Kelemen, Miroslav, Gavurová, Beáta, Varotsos, Costas, Andoga, Rudolf, Gera, Martin, Christodoulakis, John, Soušek, Radovan, Kozuba, Jaroslaw, Hospodka, Jakub, Blišťan, Peter, Szabo, Stanislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801935/
https://www.ncbi.nlm.nih.gov/pubmed/31554315
http://dx.doi.org/10.3390/ijerph16193573
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author Polishchuk, Volodymyr
Kelemen, Miroslav
Gavurová, Beáta
Varotsos, Costas
Andoga, Rudolf
Gera, Martin
Christodoulakis, John
Soušek, Radovan
Kozuba, Jaroslaw
Hospodka, Jakub
Blišťan, Peter
Szabo, Stanislav
author_facet Polishchuk, Volodymyr
Kelemen, Miroslav
Gavurová, Beáta
Varotsos, Costas
Andoga, Rudolf
Gera, Martin
Christodoulakis, John
Soušek, Radovan
Kozuba, Jaroslaw
Hospodka, Jakub
Blišťan, Peter
Szabo, Stanislav
author_sort Polishchuk, Volodymyr
collection PubMed
description The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment funds in financing environmental start-up projects at the stage of market conquest. Developing a quantitative risk assessment for environmental start-up projects for the air transport sector will increase the resilience of making risk decisions about their financing by the investors. In this paper, a set of 21 criteria for assessing the risk of launching environmental start-up projects in the air transport sector were formulated for the first time by presenting inputs in the form of a linguistic risk assessment and the number of credible expert considerations. The fuzzy risk assessment model, based on expert knowledge, uses linguistic variables, reveals the uncertainty of the input data, and displays a risk assessment with linguistic interpretation. The result of the paper is a fuzzy model that is embedded in a generalized algorithm and tested in an example risk assessment of environmental start-up projects in the air transport sector.
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spelling pubmed-68019352019-10-31 A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector Polishchuk, Volodymyr Kelemen, Miroslav Gavurová, Beáta Varotsos, Costas Andoga, Rudolf Gera, Martin Christodoulakis, John Soušek, Radovan Kozuba, Jaroslaw Hospodka, Jakub Blišťan, Peter Szabo, Stanislav Int J Environ Res Public Health Article The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment funds in financing environmental start-up projects at the stage of market conquest. Developing a quantitative risk assessment for environmental start-up projects for the air transport sector will increase the resilience of making risk decisions about their financing by the investors. In this paper, a set of 21 criteria for assessing the risk of launching environmental start-up projects in the air transport sector were formulated for the first time by presenting inputs in the form of a linguistic risk assessment and the number of credible expert considerations. The fuzzy risk assessment model, based on expert knowledge, uses linguistic variables, reveals the uncertainty of the input data, and displays a risk assessment with linguistic interpretation. The result of the paper is a fuzzy model that is embedded in a generalized algorithm and tested in an example risk assessment of environmental start-up projects in the air transport sector. MDPI 2019-09-24 2019-10 /pmc/articles/PMC6801935/ /pubmed/31554315 http://dx.doi.org/10.3390/ijerph16193573 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Polishchuk, Volodymyr
Kelemen, Miroslav
Gavurová, Beáta
Varotsos, Costas
Andoga, Rudolf
Gera, Martin
Christodoulakis, John
Soušek, Radovan
Kozuba, Jaroslaw
Hospodka, Jakub
Blišťan, Peter
Szabo, Stanislav
A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title_full A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title_fullStr A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title_full_unstemmed A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title_short A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
title_sort fuzzy model of risk assessment for environmental start-up projects in the air transport sector
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801935/
https://www.ncbi.nlm.nih.gov/pubmed/31554315
http://dx.doi.org/10.3390/ijerph16193573
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