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Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment

Accounting informatization is an important part of enterprise informatization. It affects the accounting and finance operational efficiency. With the comprehensive evaluation of accounting informatization from multiple aspects, we can find the strengths and weaknesses of corporate accounting informa...

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Detalles Bibliográficos
Autores principales: Li, Ming, Wei, Wendan, Wang, Jialin, Qi, Xiaoyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512994/
https://www.ncbi.nlm.nih.gov/pubmed/33265566
http://dx.doi.org/10.3390/e20060476
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author Li, Ming
Wei, Wendan
Wang, Jialin
Qi, Xiaoyu
author_facet Li, Ming
Wei, Wendan
Wang, Jialin
Qi, Xiaoyu
author_sort Li, Ming
collection PubMed
description Accounting informatization is an important part of enterprise informatization. It affects the accounting and finance operational efficiency. With the comprehensive evaluation of accounting informatization from multiple aspects, we can find the strengths and weaknesses of corporate accounting informatization, which then can be improved precisely. In this paper, an evaluation approach of accounting informatization is proposed. Firstly, the evaluation index system is constructed from the aspects of strategic position, infrastructure construction, implementation of accounting informatization, informatization guarantee, and application efficiency. Considering the complexity and ambiguity of the index, experts are required to give linguistic ratings which are then converted into intuitionistic fuzzy number. Then, an entropy and cross entropy method based on intuitionistic fuzzy sets is proposed to derive the weights of experts so as to reduce the error caused by personal bias. By combining the weights of the index and weighted ratings, the evaluation results are obtained. Finally, a case of accounting information evaluation is given to illustrate the feasibility of the proposed approach.
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spelling pubmed-75129942020-11-09 Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment Li, Ming Wei, Wendan Wang, Jialin Qi, Xiaoyu Entropy (Basel) Article Accounting informatization is an important part of enterprise informatization. It affects the accounting and finance operational efficiency. With the comprehensive evaluation of accounting informatization from multiple aspects, we can find the strengths and weaknesses of corporate accounting informatization, which then can be improved precisely. In this paper, an evaluation approach of accounting informatization is proposed. Firstly, the evaluation index system is constructed from the aspects of strategic position, infrastructure construction, implementation of accounting informatization, informatization guarantee, and application efficiency. Considering the complexity and ambiguity of the index, experts are required to give linguistic ratings which are then converted into intuitionistic fuzzy number. Then, an entropy and cross entropy method based on intuitionistic fuzzy sets is proposed to derive the weights of experts so as to reduce the error caused by personal bias. By combining the weights of the index and weighted ratings, the evaluation results are obtained. Finally, a case of accounting information evaluation is given to illustrate the feasibility of the proposed approach. MDPI 2018-06-15 /pmc/articles/PMC7512994/ /pubmed/33265566 http://dx.doi.org/10.3390/e20060476 Text en © 2018 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
Li, Ming
Wei, Wendan
Wang, Jialin
Qi, Xiaoyu
Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title_full Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title_fullStr Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title_full_unstemmed Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title_short Approach to Evaluating Accounting Informatization Based on Entropy in Intuitionistic Fuzzy Environment
title_sort approach to evaluating accounting informatization based on entropy in intuitionistic fuzzy environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512994/
https://www.ncbi.nlm.nih.gov/pubmed/33265566
http://dx.doi.org/10.3390/e20060476
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