Cultural and Creative Product Design Based on Improved Apriori Algorithm for Cultural Association Feature Mining
In order to develop innovative cultural and creative products and improve the design efficien-cy of cultural and creative products,a product development system of cultural and creative correlation fea-ture mining is designed with the support of improved Apriori algorithm.The system is composed of Apriori algorithm feature correlation module and product design module to improve the mining of cultural and crea-tive feature correlation.The former excavates the correlative features of product design from the cultural information;the latter uses Boolean matrix and support adaptive updating strategy to improve Apriori al-gorithm and mining accurate correlation features of cultural and creative products.Designers design cultur-al and creative products through this feature and correlation.The experimental results show that the sys-tem can accurately mine cultural features and obtain the correlation between cultural features,and the ac-curacy rate of product design is greater than 0.90,the highest recall rate can reach 0.96,and the audience satisfaction evaluation is good.The system has good effect in developing cultural and creative products and has practical application value.
correlation featureApriori algorithmBoolean matrixsupport degreecultural and crea-tive products
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