Forecasting Preliminary Order Cost to Increase Order Management Performance: A Case Study in the Apparel Industry

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dc.authorid0000-0003-2230-5430en_US
dc.contributor.authorEkinci, Yeliz
dc.date.accessioned2022-12-13T08:58:06Z
dc.date.available2022-12-13T08:58:06Z
dc.date.issued2022-08-26
dc.description.abstractAbstract: In this study, the cost estimation to be used in the optimization of proposed order price offer is made by artificial neural network (ANN) method. A case study is performed by the real data of a company, and the forecast results of the traditional arithmetic model used by the company and the proposed ANN-based method are compared, and it is seen that the proposed method results outperform the other. The biggest contribution of this study to companies is to increase the company’s order management performance by helping the company to make more accurate pricing due to more accurate cost estimation. Moreover, to the best of the authors’ knowledge, this is the first study on forecasting preliminary order cost in the apparel industry and fills an important gap in the literature.en_US
dc.fullTextLevelFull Texten_US
dc.identifier.doi10.4018/IJBAN.298015en_US
dc.identifier.issn2334-4555
dc.identifier.issn2334-4547
dc.identifier.urihttps://hdl.handle.net/11411/4746
dc.identifier.urihttps://doi.org/10.4018/IJBAN.298015
dc.identifier.wosWOS:000836695000004en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.issue5en_US
dc.language.isoenen_US
dc.nationalInternationalen_US
dc.numberofauthors3en_US
dc.publisherIGI GLOBALen_US
dc.relation.ispartofInternational Journal of Business Analyticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectApparel Industryen_US
dc.subjectArtificial Neural Networken_US
dc.subjectForecastingen_US
dc.subjectPreliminary Order Costen_US
dc.subjectReady-Made Garment Sectoren_US
dc.titleForecasting Preliminary Order Cost to Increase Order Management Performance: A Case Study in the Apparel Industryen_US
dc.typeArticleen_US
dc.volume9en_US

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