题名 |
Applying Grey Model for International Fashion Color Trend Forecasting |
DOI |
10.30016/JGS.201112.0005 |
作者 |
Li-Xia Chang;Wei-Dong Gao;Ming-Wang Shi;Ru-Ru Pan |
关键词 |
GM(1,1)model ; Fashion color forecasting ; 1 AGO ; Forecasting accuracy |
期刊名称 |
Journal of Grey System |
卷期/出版年月 |
14卷4期(2011 / 12 / 01) |
页次 |
159 - 163 |
内容语文 |
英文 |
英文摘要 |
This paper made a study on fashion color forecasting by applying GM (1,1) model. It took successive five years fashion colors' suggestion ratio as the time series. Results shows that the GM(1,1) model would provide promising predicting effect with minimum accuracy ratio of 56.46% and maximum accuracy of 88.68%. Besides the 1AGO data processing, we also apply 2AGO data processing to discuss the forecasting accuracy of this model. Results show that the forecasting with 2AGO data processing can predict the future color trend with maximum accuracy ratio of 92.27% and the minimum ratio 79.62%, P value 1.0000. It can be taken as the promising one prediction model for future color trends forecasting. |
主题分类 |
基礎與應用科學 >
數學 基礎與應用科學 > 資訊科學 社會科學 > 管理學 |