Procurement Performance Metric Selection Using SCOR Modelling and Scenario-Based Fuzzy Cognitive Map

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dc.contributor.authorMaden, Ayça
dc.contributor.authorAlptekin, S. Emre
dc.date.accessioned2025-03-09T10:57:46Z
dc.date.available2025-03-09T10:57:46Z
dc.date.issued2023
dc.departmentİstanbul Beykent Üniversitesi
dc.descriptionIntelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference -- 22 August 2023 through 24 August 2023 -- Istanbul -- 299549
dc.description.abstractThe present study investigates a company's procurement process with a weak performance measurement and management system in its supply chain. The challenge in evaluating the customer-specific engineer-to-order projects in the case company prompted the use of SCOR modelling as a standardization tool to analyze the supply chain processes and metrics. The selection of performance metrics is a dynamic process that needs to be updated based on changing company needs. However, the complex relationships between metrics make it difficult for stakeholders to predict their impact on results. To address this, we utilized scenario-based Fuzzy Cognitive Maps to prioritize important SCOR metrics and fuzzy numbers in our evaluations to account for the inherent fuzziness in procurement processes. To the best of our knowledge, this is the first study to evaluate the trade-offs between procurement performance metrics using SCOR modelling. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
dc.description.sponsorshipGalatasaray Üniversitesi, (FBA-2022-1091); Galatasaray Üniversitesi
dc.identifier.doi10.1007/978-3-031-39777-6_55
dc.identifier.endpage471
dc.identifier.isbn978-303139776-9
dc.identifier.issn2367-3370
dc.identifier.scopus2-s2.0-85172731057
dc.identifier.scopusqualityQ4
dc.identifier.startpage465
dc.identifier.urihttps://doi.org/10.1007/978-3-031-39777-6_55
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4984
dc.identifier.volume759 LNNS
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofLecture Notes in Networks and Systems
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250310
dc.subjectFuzzy Cognitive Map
dc.subjectPerformance Measurement
dc.subjectProcurement
dc.subjectSCOR
dc.titleProcurement Performance Metric Selection Using SCOR Modelling and Scenario-Based Fuzzy Cognitive Map
dc.typeConference Object

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