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A Research on the Compatibility Principles of Formulas for Spleen Stomach Health from Thousand Golden Prescriptions Based on Clustering Mining and Association Rule Mining Technology

机译:基于聚类挖掘和关联规则挖掘技术的千金属患者脾脏胃系与脾脏健康配方兼容性原理研究

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As the earliest clinical medical encyclopedia ever found in China, Thousand Golden Prescriptions describes a great many health preserving formulas of the traditional Chinese medicine (TCM). From TCM's point of view, many symptoms are correlated, and hence the corresponding curative formulas are also correlated. It is much scientific and subjective to do research about correlation of herbs from the aspect of attribution of herbs such as character, taste and its function by using the method of clustering mining. This paper screens and collates the spleen & stomach health preserving formulas from Thousand Golden Prescriptions to develop a formula database containing such fields as herb, formula name and indication, so as to analyze herb application frequency and carry out the mining of herb-application association rules, herb-classification association rules and clustering mining. This paper leverages the data mining approach to discuss the herb application rules of spleen & stomach health preserving formulas from multiple perspectives, and eventually obtains the commonly-used herb groups and herb pairs through association rule mining which have been confirmed by pharmacology experts. This study draws to a conclusion that the compatibility rules of the spleen & stomach health preserving formulas as described in Thousand Golden Prescriptions can be discovered by applying data mining.
机译:作为最早在中国发现的临床医疗百科全书,千金属处方描述了中药(TCM)的许多健康保存公式。从TCM的角度来看,许多症状是相关的,因此相应的疗法公式也是相关的。通过使用聚类挖掘方法,对草药的相关性与草药的归属方面进行研究是多么科学和主观的研究。本文从千金属处方屏幕屏幕和整理脾脏和胃部健康保存公式,以开发一个公式数据库,其中包含此类领域的公式数据库,公式名称和指示,以分析药草应用程序频率,并执行草药应用关联规则的采矿,草本分类关联规则和聚类挖掘。本文利用数据采矿方法讨论脾胃健康保存公式的草药申请规则,并通过通过药理学专家证实的关联规则采矿来获得常用的草本组和草药对。本研究得出了一种结论,即通过应用数据挖掘,可以发现诸如千金色处方中描述的脾脏和胃部健康保存公式的兼容性规则。

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