4.2 Article

Risk assessment in project management by a graph-theory-based group decision making method with comprehensive linguistic preference information

期刊

ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA
卷 36, 期 1, 页码 86-115

出版社

ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
DOI: 10.1080/1331677X.2022.2070772

关键词

Risk assessment; project management; generalised probabilistic linguistic preference relation; graph theory; group decision making; probability cutting method

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This paper proposes a method, namely generalized probabilistic linguistic preference relation (GPLPR), to handle comprehensive linguistic preference assessments in multiple forms, and corresponding graph-theory-based approach to improve consistency degree in project management risk assessment.
Risk assessment is a vital part in project management. It is possible that experts may provide comprehensive linguistic preference information in distinct forms with respect to different aspects of the risk assessment problem in investment management. It is a challenge to model and deal with comprehensive linguistic preference assessments in multiple forms given by experts. In this regard, this paper defines the generalised probabilistic linguistic preference relation (GPLPR) to represent different forms of linguistic preference information in a unified structure. Then, a probability cutting method is proposed to simplify the representation of a GPLPR. Afterwards, a graph-theory-based method is developed to improve the consistency degree of a GPLPR. A group decision making method with GPLPRs is then proposed to carry on the risk assessment in project management. Discussions regarding the comparative analysis and managerial insights are given.

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