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Statements

Subject Item
n2:RIV%2F61989100%3A27360%2F13%3A86089275%21RIV14-MSM-27360___
rdf:type
n13:Vysledek skos:Concept
dcterms:description
The typical problems facing with apparel companies and supply chains are forecasting errors, because fashion markets are volatile and difficult to predict. For that reason, the ability to develop accurate sales forecasts is critical in the industry. There are several research studies related to forecasting apparel goods, but very often only for one level. However, apparel companies and supply chains deal with a number of levels at which the forecasts could exist and require consistent forecasts at all of them. The paper presents a hierarchical middle-term forecasting system designed for this purpose on the basis of a literature review. The system is built by the top-down forecasting approach and verified by means of a case study in a particular apparel company. The weaknesses of the system are identified during discussion of the results acquired. A generalised concept of the ANN forecasting model is designed for elimination these weaknesses. The typical problems facing with apparel companies and supply chains are forecasting errors, because fashion markets are volatile and difficult to predict. For that reason, the ability to develop accurate sales forecasts is critical in the industry. There are several research studies related to forecasting apparel goods, but very often only for one level. However, apparel companies and supply chains deal with a number of levels at which the forecasts could exist and require consistent forecasts at all of them. The paper presents a hierarchical middle-term forecasting system designed for this purpose on the basis of a literature review. The system is built by the top-down forecasting approach and verified by means of a case study in a particular apparel company. The weaknesses of the system are identified during discussion of the results acquired. A generalised concept of the ANN forecasting model is designed for elimination these weaknesses.
dcterms:title
Hierarchical sales forecasting system for apparel companies and supply chains Hierarchical sales forecasting system for apparel companies and supply chains
skos:prefLabel
Hierarchical sales forecasting system for apparel companies and supply chains Hierarchical sales forecasting system for apparel companies and supply chains
skos:notation
RIV/61989100:27360/13:86089275!RIV14-MSM-27360___
n13:predkladatel
n14:orjk%3A27360
n4:aktivita
n5:S
n4:aktivity
S
n4:cisloPeriodika
6
n4:dodaniDat
n15:2014
n4:domaciTvurceVysledku
n9:9334130 n9:5673526
n4:druhVysledku
n7:J
n4:duvernostUdaju
n17:S
n4:entitaPredkladatele
n8:predkladatel
n4:idSjednocenehoVysledku
77316
n4:idVysledku
RIV/61989100:27360/13:86089275
n4:jazykVysledku
n10:eng
n4:klicovaSlova
forecasting system; top-down approach; sales forecasting; hierarchical forecasting; apparel company
n4:klicoveSlovo
n6:top-down%20approach n6:forecasting%20system n6:sales%20forecasting n6:hierarchical%20forecasting n6:apparel%20company
n4:kodStatuVydavatele
PL - Polská republika
n4:kontrolniKodProRIV
[79C1530F0405]
n4:nazevZdroje
Fibres & Textiles in Eastern Europe
n4:obor
n11:AE
n4:pocetDomacichTvurcuVysledku
2
n4:pocetTvurcuVysledku
2
n4:rokUplatneniVysledku
n15:2013
n4:svazekPeriodika
21
n4:tvurceVysledku
Lenort, Radim Besta, Petr
s:issn
1230-3666
s:numberOfPages
5
n18:organizacniJednotka
27360