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    Aggregation-Based Framework for Construction Risk Assessment with Heterogeneous Groups of Experts

    Source: Journal of Construction Engineering and Management:;2019:;Volume ( 145 ):;issue: 003
    Author:
    Natalie Monzer; Aminah Robinson Fayek; Rodolfo Lourenzutti; Nasir B. Siraj
    DOI: 10.1061/(ASCE)CO.1943-7862.0001614
    Publisher: American Society of Civil Engineers
    Abstract: Construction companies continuously seek to improve risk analysis techniques to determine the contingency of projects. Construction risk assessment relies on a group decision-making (GDM) process, in which a heterogeneous group of experts provides their opinions to determine the probabilities and impacts of project risks. In this paper, risk probabilities and impacts are expressed as linguistic terms, which are then represented by fuzzy sets to account for the uncertainty in these assessments. Current GDM processes help experts to obtain collective agreement through the use of a consensus-reaching process, which has several limitations, such as being a time-consuming procedure. The main contributions of this paper are to introduce a list of criteria and a set of metrics to evaluate risk-assessment expertise. Additionally, this paper discusses the development of a method for weighting the importance of experts’ opinions according to their expertise levels. This research will also serve to improve GDM processes in construction risk assessment by introducing a structured framework that combines assessments from a heterogeneous group of experts through aggregation.
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      Aggregation-Based Framework for Construction Risk Assessment with Heterogeneous Groups of Experts

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    contributor authorNatalie Monzer; Aminah Robinson Fayek; Rodolfo Lourenzutti; Nasir B. Siraj
    date accessioned2019-03-10T12:01:34Z
    date available2019-03-10T12:01:34Z
    date issued2019
    identifier other%28ASCE%29CO.1943-7862.0001614.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4254678
    description abstractConstruction companies continuously seek to improve risk analysis techniques to determine the contingency of projects. Construction risk assessment relies on a group decision-making (GDM) process, in which a heterogeneous group of experts provides their opinions to determine the probabilities and impacts of project risks. In this paper, risk probabilities and impacts are expressed as linguistic terms, which are then represented by fuzzy sets to account for the uncertainty in these assessments. Current GDM processes help experts to obtain collective agreement through the use of a consensus-reaching process, which has several limitations, such as being a time-consuming procedure. The main contributions of this paper are to introduce a list of criteria and a set of metrics to evaluate risk-assessment expertise. Additionally, this paper discusses the development of a method for weighting the importance of experts’ opinions according to their expertise levels. This research will also serve to improve GDM processes in construction risk assessment by introducing a structured framework that combines assessments from a heterogeneous group of experts through aggregation.
    publisherAmerican Society of Civil Engineers
    titleAggregation-Based Framework for Construction Risk Assessment with Heterogeneous Groups of Experts
    typeJournal Paper
    journal volume145
    journal issue3
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/(ASCE)CO.1943-7862.0001614
    page04019003
    treeJournal of Construction Engineering and Management:;2019:;Volume ( 145 ):;issue: 003
    contenttypeFulltext
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