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An expert system for the quantification of fault rates in construction fall accidents

dc.contributor.authorBirgonul, M. Talat
dc.contributor.authorDikmen, Irem
dc.contributor.authorBudayan, Cenk
dc.contributor.authorDemirel, Tuncay
dc.date.accessioned2026-06-27T13:48:02Z
dc.date.issued2016
dc.description.abstractIntroduction. Expert witness reports, prepared with the aim of quantifying fault rates among parties, play an important role in a court's final decision. However, conflicting fault rates assigned by different expert witness boards lead to iterative objections raised by the related parties. This unfavorable situation mainly originates due to the subjectivity of expert judgments and unavailability of objective information about the causes of accidents. As a solution to this shortcoming, an expert system based on a rule-based system was developed for the quantification of fault rates in construction fall accidents. The aim of developing DsSafe is decreasing the subjectivity inherent in expert witness reports. Methodology. Eighty-four inspection reports prepared by the official and authorized inspectors were examined and root causes of construction fall accidents in Turkey were identified. Using this information, an evaluation form was designed and submitted to the experts. Experts were asked to evaluate the importance level of the factors that govern fall accidents and determine the fault rates under different scenarios. Based on expert judgments, a rule-based expert system was developed. The accuracy and reliability of DsSafe were tested with real data as obtained from finalized court cases. Result. DsSafe gives satisfactory results.en
dc.description.urihttps://doi.org/10.1080/10803548.2015.1123516
dc.identifier.doi10.1080/10803548.2015.1123516
dc.identifier.eissn2376-9130
dc.identifier.endpage31
dc.identifier.issn1080-3548
dc.identifier.issue1
dc.identifier.pubmed26849782
dc.identifier.startpage20
dc.identifier.urihttps://hdl.handle.net/20.500.14981/54957
dc.identifier.volume22
dc.identifier.wos000370391900004
dc.language.isoeng
dc.publisherTAYLOR & FRANCIS LTD
dc.relation.ispartofINTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS
dc.subjectconstruction fall accidents
dc.subjectexpert systems
dc.subjectsafety
dc.subjectFATALITIES
dc.subjectINJURIES
dc.subjectINDUSTRY
dc.subjectRISKS
dc.subjectEngineering
dc.subjectPublic, Environmental & Occupational Health
dc.titleAn expert system for the quantification of fault rates in construction fall accidents
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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