Data standardization method and device, medium and equipment
A data and relational data technology, which is applied in electronic digital data processing, natural language data processing, instruments, etc., can solve the problems of high cost, low data standardization efficiency, and insufficient utilization of historical standardized data business historical mapping data, etc. The effect of improving standardization efficiency and reducing costs
Pending Publication Date: 2020-12-08
深圳平安医疗健康科技服务有限公司
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[0003] The main purpose of this application is to provide a data standardization method, device, medium and equipment, aiming to solve the problems of low efficiency and high cost of data standardization in the prior art, and insufficient utilization of historical standardized data and historical mapping data of various businesses question
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[0048] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0049] refer to figure 1 , a data standardization method is provided in the embodiment of the present application, and the method includes:
[0050] S1: Obtain the data to be standardized;
[0051] S2: Input the data to be standardized into a mapping relationship database for mapping to obtain a mapping result;
[0052] S3: When the mapping result is successful, determine the target normalization result according to the mapping result, otherwise, input the data to be standardized into the target NLP model for mapping matching to obtain a matching result;
[0053] S4: Wh...
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The invention relates to the technical field of artificial intelligence, and discloses a data standardization method and device, a medium and equipment. The method includes the steps of obtaining to-be-standardized data; inputting the to-be-standardized data into a mapping relationship library for mapping to obtain a mapping result; when the mapping result is successful, determining a target standardization result according to the mapping result, otherwise, inputting the to-be-standardized data into a target NLP model for mapping matching to obtain a matching result; when the matching result is successful, determining the target standardization result according to the matching result, otherwise, inputting the to-be-standardized data into a co-occurrence relationship library to obtain a co-occurrence result, wherein the co-occurrence result comprises co-occurrence relationship data and the number of co-occurrence times; and determining a target standardization result according to the co-occurrence result. Therefore, the standardization efficiency is improved, the cost is reduced, and the historical data is fully utilized.
Description
technical field [0001] This application relates to the technical field of artificial intelligence, in particular to a data standardization method, device, medium and equipment. Background technique [0002] In data governance, data standardization is one of the most important links, and the quality of data standardization determines the value and application degree of data. In the prior art, data standardization is performed manually, which has low efficiency and high cost; moreover, the historical standardized data and the historical mapping data of each business are not fully utilized during data standardization. Contents of the invention [0003] The main purpose of this application is to provide a data standardization method, device, medium and equipment, aiming to solve the problems of low efficiency and high cost of data standardization in the prior art, and insufficient utilization of historical standardized data and historical mapping data of various businesses qu...
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IPC IPC(8): G06F40/103
CPCG06F40/103
Inventor 寿毅宁
Owner 深圳平安医疗健康科技服务有限公司