Using Bigdata for Choosing the Right Forecasting Method, Dataset and Period in a Time Series Analysis

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dc.contributor.authorAkcan, Serap
dc.contributor.authorAkcıl, Murat
dc.contributor.authorÖzşahin, Metin
dc.date.accessioned2025-03-17T12:18:52Z
dc.date.available2025-03-17T12:18:52Z
dc.date.issued2024
dc.departmentTarsus Üniversitesi
dc.description.abstractNowadays especially production companies gathering a huge data due to their daily transactions on the own systems. Production companies should handle this raw data as handling the raw materials too. Today, scientific studies carried out for this purpose are gathered under the title of BigData. The BigData creates many helps to companies’ competitive advantages according to their competitors. For this view, the purpose of this study was to determine the best demand forecasts method and forecasting period by using BigData at forest production industry. Using the time series analysis module of the WEKA program, the algorithm and data set providing the most accurate estimate for each of the selected decor papers were determined. As a result, it is thought that this study will provide a route map for about choosing right data period and forecasting method for the forest products.
dc.identifier.doi10.21605/cukurovaumfd.1514451
dc.identifier.endpage452
dc.identifier.issn2757-9255
dc.identifier.issue2
dc.identifier.startpage437
dc.identifier.trdizinid1250097
dc.identifier.urihttps://doi.org/10.21605/cukurovaumfd.1514451
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1250097
dc.identifier.urihttps://hdl.handle.net/20.500.13099/1079
dc.identifier.volume39
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofÇukurova Üniversitesi Mühendislik Fakültesi dergisi
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_TR_20250316
dc.subjectData mining
dc.subjectBig data
dc.subjectTime series analysis
dc.subjectDemand forecasting
dc.subjectForest products sector
dc.titleUsing Bigdata for Choosing the Right Forecasting Method, Dataset and Period in a Time Series Analysis
dc.typeArticle

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