多属性实用程序中组成员的影响

Q4 Business, Management and Accounting

International Journal of Multicriteria Decision Making Pub Date : 2017-07-17 DOI:10.1504/IJMCDM.2017.10006029

Matthew G. Gilbert, S. French, Jim Q. Smith

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引用次数: 0

摘要

本文研究了在决策过程中测量一些群体成员对其他人的影响。能够更好地识别潜在的影响行为将有助于支持和随后审计决策。给出了一种新的个人影响度量，该度量类似于著名的库克距离，用于识别回归中的影响数据。探讨了该测度的理论性质。给出了一种在决策者群体中识别子群体的简单方法。我们使用大规模随机研究来调查我们的新措施的有效性。我们使用这些测量来识别在先前实验中收集的数据集中具有相似信念的个体的亚组。

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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Influence of group members in multi-attribute utilities

This paper investigates measuring the influence of some group members on others in decision making. Being better able to identify potentially influential behaviour would be useful in supporting and subsequently auditing a decision. A new measure of the influence of individuals is given, which is analogous to the well-known Cook's distance used to identify influential data in regression. The theoretical properties of this measure are explored. A simple method to identify sub-groups within the group of decision makers is given. We investigate the efficiency of our new measures using large scale randomised studies. We use these measures to identify sub-groups of individuals with similar beliefs in a data set collected in a previous experiment.

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来源期刊

International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management

CiteScore

0.70

自引率

0.00%

发文量

期刊介绍： IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields