Psychosocial Risk Assessment by Fine Kinney and ANFIS Method: A Case Study in a Metal Processing Plant

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dc.contributor.authorBaç, N.
dc.contributor.authorEkmekci, İsmail
dc.date.accessioned2021-01-25T21:48:05Z
dc.date.available2021-01-25T21:48:05Z
dc.date.issued2020
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.descriptionAHFE Virtual Conferences on Safety Management and Human Error, Reliability, Resilience, and Performance, 2020 -- 16 July 2020 through 20 July 2020 -- -- 241769en_US
dc.description.abstractOccupational health and safety practices continue to improve, but accidents and occupational health issues continue to cause problems for management and employees. Although psychosocial risks and hazards have substantial adverse effects, they are often overlooked in most risk assessment practices. The objective of this work is to assess the employee psychosocial risks by a case study using the COPSOQII questionnaire at a metal processing plant. Inputs from COPSOQII questionnaire were used to assess psychosocial hazards in Fine Kinney analysis. The Fine-Kinney method contains fuzzy decisions. This uncertainty is resolved by using the ANFIS (Adaptive Neuro-Fuzzy Inference System) module. Results of the ANFIS model indicate that when actual risks and those predicted by the model are compared, the model could predict the risk scores with high accuracy. © 2020, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.en_US
dc.identifier.doi10.1007/978-3-030-50946-0_12en_US
dc.identifier.endpage90en_US
dc.identifier.isbn9783030000000
dc.identifier.issn2194-5357
dc.identifier.scopus2-s2.0-85088238923en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage84en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-030-50946-0_12
dc.identifier.urihttps://hdl.handle.net/11467/4513
dc.identifier.volume1204 AISCen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofAdvances in Intelligent Systems and Computingen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectANFISen_US
dc.subjectCOPSOQII questionnaireen_US
dc.subjectFine kinney analysisen_US
dc.subjectPsychosocial risksen_US
dc.titlePsychosocial Risk Assessment by Fine Kinney and ANFIS Method: A Case Study in a Metal Processing Planten_US
dc.typeConference Objecten_US

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