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Data Mining for Chinese Traditional Medicine Prescription Based on Computing Science |
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Abstract: With Chinese Traditional Medicine (CTM) prescriptions as the object of study, a data mining platform is constructed by using database mining, approximate inference and machine learning, based on computing science. An CTM Prescriptions Database System (CPDBS), an CTM Intelligent Analysis System (CPIAS) and an CTM Classification Model Recognition System are developed with Support Vector Machine (CPSVM) to study the knowledge of CTM prescriptions. Progress has been made on insight discovery, qualitative and quantitative computation of key knowledge and classification model recognition of CTM prescriptions. It is shown that with the data mining of CTM prescriptions as the entry point of CTM diagnostics study, an effective way may be found to transfer human experience to systematic knowledge, which has a practical meaning on modernization of CTM.
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Received: 17 June 2010
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