考虑不确定性条件的综合群体决策方法

IF 7.4 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
D. Borissova, Z. Dimitrova
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引用次数: 1

摘要

企业信息流程的管理需要有效的决策模型。这意味着涉及不同的方法,技术和原则,以提高竞争力和实现计划的业务成果。在此背景下,本文研究了不确定条件下的群体决策问题。为了解决这类问题,我们对Wald、Laplace、Hurwitz和Savage等著名的优化策略进行了改进,在形成最终群体决策时考虑了不同重要程度的专家意见。数值测试是基于客户关系管理软件选择的案例研究。在两个不同的案例下,对所建立的模型进行了讨论。对所提模型进行的数值试验表明,所提模型能够同时应对多专家评价和不确定性条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Integrated Group Decision-Making Approach Considering Uncertainty Conditions
The management of business information processes needs effective decision-making models. That means to involve different methods, techniques, and principles to improve competitiveness and to achieve the planned business results. In this context, the article deals with the problem of group decision-making under uncertain conditions. To cope with such problems some well-known optimization strategies of Wald, Laplace, Hurwitz, and Savage are modified to take into account the experts’ opinions with different importance when forming the final group decision. Numerical testing is based on a case study for CRM software selection. The results are discussed based on the proposed models under two different cases derived from the case study. The conducted numerical testing of the proposed models demonstrates their applicability to cope simultaneously with multiple experts’ evaluations and uncertainty conditions.
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来源期刊
Business & Information Systems Engineering
Business & Information Systems Engineering Computer Science-Information Systems
CiteScore
13.60
自引率
7.60%
发文量
44
审稿时长
3 months
期刊介绍: Business & Information Systems Engineering (BISE) is a double-blind peer-reviewed journal with a primary focus on the design and utilization of information systems for social welfare. The journal aims to contribute to the understanding and advancement of information systems in ways that benefit societal well-being.
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