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Study on TCM Zang-Fu Syndrome Differentiation System Based on Data Mining

Author: ZhengLiPing
Tutor: ZhangLianTang
School: Henan University
Course: Applied Mathematics
Keywords: Data Mining Visceral Syndrome . NET Software Architecture
CLC: R319
Type: Master's thesis
Year: 2006
Downloads: 272
Quote: 0
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Abstract


With the rapid development of traditional Chinese medicine (TCM) , the accumulation of more and more Chinese medicine diagnosis and treatment of related data information , and how to make full use of these data , and gain valuable information for clinical diagnosis and treatment of doctors to provide accurate decision support , which TCM development of information technology has a very important practical significance and value in use . Variety of analytical methods in data mining , classification method is a commonly used method . The purpose of classification is to construct a classification model , the data items in the database of the model can be mapped to a given category . In a variety of classification algorithms , decision tree method is the most common and easy to implement . ID3 algorithm is a decision tree method , it is proposed by Quinlan in 1986 , is currently the most influential international example learning method . Instances discussed in this article using the algorithm , combined with the characteristics of data in the field of traditional Chinese medicine syndrome differentiation information , simplify and optimize the classical algorithm , this algorithm is used to recognize the symptoms and syndromes in TCM clinical the viscera diagnostic data between complex relationship ; Chinese medicine syndrome differentiation system based on this development using Visual Studio NET and SQL Server as a development tool algorithm model produced a decision tree component using the decision tree model analysis and real-time clinical patient data information on the history of diagnosis and treatment analysis of the relationship between the diagnosis of symptoms and syndromes , forecast , guarantee the correct diagnosis and treatment rates , improved operational efficiency , and reusable resources for future reuse products in the field of Chinese medicine diagnosis and treatment . In system design and development process , we always run through the ideological component technology , the basic theory , based on component technology to carry out the analysis and design of the system , and the use of the field of components for assembly , and function of the system , thus further the software reuse process .

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