A hesitant fuzzy cognitive mapping approach with risk preferences for student accommodation problems

IF 0.3 Q4 MANAGEMENT
H. Ghaderi, H. Gitinavard, S. Mousavi, B. Vahdani
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引用次数: 8

Abstract

In this paper, a new fuzzy cognitive mapping approach is proposed, in which the values of the concepts and the strength of the links are presented through a set of possible values under hesitant fuzzy sets (HFSs). In particular, we discuss student accommodation problems which can occur at every education system and affect students' academic achievements. In this regard, we interview with the university chancellor, the student accommodation manager, and the top student to create individual cognitive maps; then, these cognitive maps aggregate to build the strategic cognitive map. In this study, based on the experts' opinions, three kinds of scenarios, optimistic, moderate, and pessimistic, are developed. By so doing, the concept with the most value is determined. Furthermore, the effects of different initial values of the concepts on the final values and the number of simulation iterations are analysed.
学生住宿问题风险偏好的犹豫模糊认知映射方法
本文提出了一种新的模糊认知映射方法,通过在犹豫模糊集下的一组可能值来表示概念的值和链接的强度。特别是,我们讨论了每个教育系统中可能出现的影响学生学业成绩的学生住宿问题。在这方面,我们采访了大学校长、学生住宿经理和顶尖学生,以创建个人认知地图;然后,将这些认知地图进行聚合,构建战略认知地图。在本研究中,基于专家的意见,开发了三种情景,乐观、适度和悲观。通过这样做,确定了具有最大价值的概念。此外,还分析了概念的不同初始值对最终值和模拟迭代次数的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Applied Management Science
International Journal of Applied Management Science Business, Management and Accounting-Strategy and Management
CiteScore
1.20
自引率
0.00%
发文量
21
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