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Group decision making techniques for risk assessment: a literature review and research directions

机译:风险评估的集团决策技术:文献综述和研究方向

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Risk assessment is part of a decision making process that help organizations to achieve intended objectives. For this purpose, the literature presents several studies that propose computing with words (CW) combined with decision making techniques. It is common sense that in the organizational context, risk assessment should be reached by a group of experts. However, it was not found attempts of a literature review for group decision making techniques that support risk assessment. Therefore, this paper presents a review of 87 studies since 1996 that propose group decision making techniques to risk assessment. It presents a bibliometric analysis considering their year of publication, country, journal and subject. Also, the reviewed studies were classified according to the inputs (crisp or soft), linguistic representations and group decision methods. The results showed a predominance of Multicriteria Decision Making (MCDM) methods and an increase of fuzzy sets generalization proposals. In addition, it was found that the majority of the studies apply aggregation methods considering the individual experts judgments instead of consensus. Finally, this paper suggests some research directions for further studies.
机译:风险评估是决策过程的一部分,帮助组织实现预期目标。为此目的,文献呈现了几项研究,该研究提出了用词(CW)与决策制作技术计算。很常见的是,在组织背景下,应由一组专家达成风险评估。但是,没有发现对支持风险评估的组决策技术的文献综述尝试。因此,本文提出了自1996年以来为87项研究的审查,提出了危险评估的集团决策技巧。考虑到他们的出版,国家,期刊和主题,它呈现了一项生物计量分析。此外,根据投入(清脆或软),语言表征和集团决策方法,分类了审查的研究。结果表明,多铁路决策(MCDM)方法以及模糊集合推广建议的增加。此外,发现大多数研究都适用于考虑个人专家判决而不是共识的聚集方法。最后,本文表明了一些研究方向进行进一步研究。

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