A DST-based approach for construction project risk analysis

被引:17
作者
Taroun, A. [1 ]
Yang, J-B [2 ]
机构
[1] Univ Bedfordshire, Sch Business, Bedford MK41 9EA, England
[2] Univ Manchester, Manchester, Lancs, England
关键词
construction; decision support system; Dempster-Shafer Theory of Evidence; Evidential Reasoning; risk assessment; EVIDENTIAL REASONING APPROACH; BELIEF FUNCTIONS; MANAGEMENT; UNCERTAINTY; RULE;
D O I
10.1057/jors.2013.38
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Despite its huge potential in risk analysis, the Dempster-Shafer Theory of Evidence (DST) has not received enough attention in construction management. This paper presents a DST-based approach for structuring personal experience and professional judgment when assessing construction project risk. DST was innovatively used to tackle the problem of lacking sufficient information through enabling analysts to provide incomplete assessments. Risk cost is used as a common scale for measuring risk impact on the various project objectives, and the Evidential Reasoning algorithm is suggested as a novel alternative for aggregating individual assessments. A spreadsheet-based decision support system (DSS) was devised to facilitate the proposed approach. Four case studies were conducted to examine the approach's viability. Senior managers in four British construction companies tried the DSS and gave very promising feedback. The paper concludes that the proposed methodology may contribute to bridging the gap between theory and practice of construction risk assessment.
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页码:1221 / 1230
页数:10
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