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Traditional Chinese medicine ancient literature semi-supervised learning method and system

A technology of semi-supervised learning and learning methods, applied in the field of semi-supervised learning methods and systems in ancient Chinese medicine literature, can solve cumbersome, unsupervised learning and other problems, and achieve the effect of speed and quality assurance

Inactive Publication Date: 2018-09-18
心承智慧(海口)健康科技有限公司
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Problems solved by technology

[0006] The purpose of the present invention is to provide a semi-supervised learning method and system for ancient Chinese medical records to solve the uncertainty of unsupervised learning and the complexity of pure manual supervision in the deep learning of ancient Chinese medical records

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  • Traditional Chinese medicine ancient literature semi-supervised learning method and system
  • Traditional Chinese medicine ancient literature semi-supervised learning method and system

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Embodiment Construction

[0041] The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0042] figure 1 It is a schematic flow diagram of a specific embodiment of the method of the present invention. Such as figure 1 As shown, the method includes the following steps.

[0043] Construct a TCM terminology database, which includes Chinese medicine corpus in the TCM terminology database; the TCM terminology database can include the following sub-terminology databases: disease name class sub-terminology databases, used to include terms about disease names; symptom class sub-terminology databases, used for Include terms about symptoms; Syndrome type sub-term base, used to include terms about syndrome types; Traditional Chinese medicine sub-term base, used to include terms about Chinese medicine; Prescription sub-term base, used to include terms about prescriptions; Acupoint sub-term base, used to store terms about acupoints....

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Abstract

The invention discloses a traditional Chinese medicine ancient literature semi-supervised learning method and system. The method comprises the steps of constructing a traditional Chinese medicine termlibrary, wherein the traditional Chinese medicine term library includes traditional Chinese medicine terms; identifying corpora belonging to the traditional Chinese medicine term library in a medicaltext and performing identification in the medical text; and receiving input of traditional Chinese medicine corpora not included in the traditional Chinese medicine term library and including the traditional Chinese medicine corpora in a deep learning library and the traditional Chinese medicine term library. According to the learning method and system, the traditional Chinese medicine medical record deep learning speed and quality are guaranteed in combination with the speed advantage of batch processing of a computer and the accuracy of manual intervention.

Description

technical field [0001] The invention relates to the technical field of traditional Chinese medicine, in particular to a semi-supervised learning method and system for ancient Chinese literature. Background technique [0002] TCM philology is a science that studies the academic origin of TCM literature, discusses the methods and theories of sorting out and utilizing TCM literature. [0003] The Chinese patent document with the publication number CN104933026A discloses a method for automatically extracting knowledge in the field of acupuncture and moxibustion of traditional Chinese medicine, including step 1) seed set construction, step 2) corpus construction, step 3) term construction set generation, and step 4) candidate terms Generation of term sets and Step 5) Generation of term sets. According to the characteristics of the literature in the field of acupuncture and moxibustion of traditional Chinese medicine, the patent researches and develops a term extraction system in...

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Application Information

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IPC IPC(8): G06F17/27G06K9/62G16H20/90
CPCG16H20/90G06F40/279G06F18/2155
Inventor 刘佳琳
Owner 心承智慧(海口)健康科技有限公司
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