基于关联规则的化妆品专利中草药组分的研究

Research on Chinese Herbs Components in Cosmetic Patents Based on Association Rules

目的:探究化妆品中主要组分及其之间的关联、配伍规则。方法:对收集的375件中草药化妆品专利借用数据挖掘算法中的关联规则算法进行数据分析。结果:研究表明高频数单一中草药有珍珠粉、白芷和芦荟,中草药对有芦荟—甘草,中草药组有芦荟—甘草—丁香。根据关联规则算法,我们得到了化妆品专利中中草药组分的强关联规则有丁香,芦荟■甘草等11条。结论:得出关联规则的结果与由于中草药功效而组合一起的实际应用相一致的结论,并分析出核心组分、中草药的使用规则及其联系,用以指导化妆品中中草药组分的应用。

Objective： To Explore the main components of Chinese herbs used in cosmetic patents and,their association,and compatibility rules. Methods： Association rule technology,one of data mining,was applied to analyze and explore data of Chinese herbs in 375 items of cosmetic patent. Results： Studies have shown that the frequent single Chinese herbs cover pearl powder,angelica dahurica and aloe vera; the frequent Chinese herb couplet covers aloe-licorice; the frequent Chinese herb group covers aloe-licorice-clove. According to the association rules algorithm,11 strong association rules of Chinese herbal medicine components in cosmetics patents have been obtained,including clove,aloe vera,licorice. Conclusion： The result of the association rules is consistent with the practical application due to the efficacy of Chinese herbs. The core components,compatible utilization rules of Chinese herbs and the mutual correlation are analyzed and obtained to guide the application of Chinese herbs components in cosmetics.