Abstract:Aiming at the problem that most of the current traditional Chinese medicine data mining research uses a single and basic algorithm, a platform (TCM data strategy model analysis platform, TCMDP) that intelligently selects traditional Chinese medicine data mining methods through strategy mode is designed and implemented. According to the idea of the strategy mode, the following four data mining modules are integrated. The statistical analysis module can perform statistical analysis on drugs, drug properties, four natures of drugs , the five flavors, channel tropism and drug efficacy; the association rule mining module can analyze the drug correlation in prescriptions ;The cluster analysis module can obtain the combination of drugs to obtain new clustering prescriptions, and explore the compatibility law of lung cancer prescriptions through the analysis results; the syndrome type classification module takes the TCM symptoms and four diagnosis information of the electronic medical record as the input, and the related syndromes as the output , to build a syndrome classification model. To sum up, the intelligent mining platform of traditional Chinese medicine data based on the strategy model is realized, and the platform is used to study the medication rules and syndrome classification of traditional Chinese medicine prescriptions for the clinical treatment of lung cancer. The results show that: taking the lung cancer case of phlegm and blood stasis as an example, the running time of the WD-Get Rule algorithm in the association rule mining module is at least 0.038 seconds. The CMC-DD algorithm in the cluster analysis module has a slightly longer analysis time but the accuracy rate is as high as 87%. The PSO-ELM in the lung cancer syndrome classification analysis module has a short running time of 88.98 seconds, and the average accuracy rate of the model is 88.44%, which has a certain clinical reference value. The improved algorithms used in this platform are all better than traditional algorithms, and can intelligently select the best, with higher efficiency and more accurate results; it can be seen that the idea of using the strategy model is effective way to build and realize the intelligent mining platform of traditional Chinese medicine data is the study of traditional Chinese medicine information.