An integrated decision-making method for corporate culture influence evaluation with intuitionistic fuzzy multiple attribute group decision-making

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Intelligent & Fuzzy Systems Pub Date : 2023-10-31 DOI:10.3233/jifs-232044
Peixi Sun, Tong Cui, Shixin Qi
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Abstract

Corporate culture is an objective existence that arises with the rise and development of enterprises. It originates from enterprise practice and influences the behavior of employees. Whether it is intentional identification or unintentional avoidance, corporate culture is not a question of absence, but a question of quality; It’s not about non-existent issues, but about the magnitude of their influence. Therefore, building a corporate culture that conforms to the characteristics of the enterprise and is recognized by the majority of employees, continuously enhancing the influence of corporate culture, is a very important topic in the construction of corporate culture. The corporate culture influence evaluation is looked as the multiple attribute group decision-making (MAGDM) problem. The intuitionistic fuzzy sets (IFSs) are easy to depict the uncertain information during the corporate culture influence evaluation. Then, intuitionistic fuzzy Combined Compromise Solution (IF-CoCoSo) method is designed under IFSs. Furthermore, IF-CoCoSo is used to cope with the MAGDM. At last, an example is supplied for corporate culture influence evaluation to prove the practicability of the IF-CoCoSo method and some comparative analysis are conducted to verify the effectiveness of IF-CoCoSo method. Thus, the main objectives of this paper are outlined as follows: (1) the CRITIC method is used to obtain the weight information; (2) intuitionistic fuzzy Combined Compromise Solution (IF-CoCoSo) method is designed under IFSs; (3) IF-CoCoSo is used to cope with the MAGDM based on CRITIC weight information and Euclidean distance; (4) At last, an example is supplied for corporate culture influence evaluation to prove the practicability of the IF-CoCoSo method and some comparative analysis are conducted to show the effectiveness of IF-CoCoSo method.
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基于直觉模糊多属性群体决策的企业文化影响评价综合决策方法
企业文化是随着企业的兴起和发展而产生的客观存在。它来源于企业实践,影响着员工的行为。无论是有意认同还是无意回避,企业文化都不是缺位问题,而是质量问题;这不是关于不存在的问题,而是关于它们的影响力的大小。因此,建设符合企业特点、被广大员工认可的企业文化,不断提升企业文化的影响力,是企业文化建设中一个非常重要的课题。将企业文化影响评价看作是多属性群体决策问题。在企业文化影响评价中,直觉模糊集可以很好地描述不确定信息。然后,在ifs条件下设计了直觉模糊组合妥协解(IF-CoCoSo)方法。此外,IF-CoCoSo用于应对MAGDM。最后,以企业文化影响评价为例,验证了IF-CoCoSo方法的实用性,并进行了对比分析,验证了IF-CoCoSo方法的有效性。因此,本文的主要目标概述如下:(1)使用CRITIC方法获取权重信息;(2)在ifs条件下设计了直觉模糊组合妥协解(IF-CoCoSo)方法;(3)采用IF-CoCoSo算法处理基于CRITIC权值信息和欧氏距离的MAGDM;(4)最后以企业文化影响评价为例,验证了IF-CoCoSo方法的实用性,并进行了对比分析,验证了IF-CoCoSo方法的有效性。
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来源期刊
Journal of Intelligent & Fuzzy Systems
Journal of Intelligent & Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
3.40
自引率
10.00%
发文量
965
审稿时长
5.1 months
期刊介绍: The purpose of the Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology is to foster advancements of knowledge and help disseminate results concerning recent applications and case studies in the areas of fuzzy logic, intelligent systems, and web-based applications among working professionals and professionals in education and research, covering a broad cross-section of technical disciplines.
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