Data similarity calculation method, device, readable medium and electronic equipment

A technology of data similarity and calculation method, applied in the field of data processing, can solve the problems of inaccurate calculation results, time-consuming and labor-intensive, and low efficiency, and achieve the effect of saving time, avoiding time-consuming and labor-intensive, and accurate results.

Pending Publication Date: 2021-12-24
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0005] The purpose of this application is to provide a data similarity calculation method, a data similarity calculation device, a computer-readable medium, and an electronic device, at least to a certain extent, to overcome the time-consuming and labor-intensive calculation of the parameter similarity in the related art, low efficiency, and Inaccurate calculation results and other technical problems

Method used

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  • Data similarity calculation method, device, readable medium and electronic equipment
  • Data similarity calculation method, device, readable medium and electronic equipment
  • Data similarity calculation method, device, readable medium and electronic equipment

Examples

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Embodiment Construction

[0047]Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this application will be thorough and complete, and will fully convey the concepts of example embodiments to those skilled in the art.

[0048] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the application. However, those skilled in the art will appreciate that the technical solutions of the present application may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be employed. In other instances, well-known methods, ...

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Abstract

The invention belongs to the technical field of data processing, and particularly relates to a data similarity calculation method, a device, a readable medium and electronic equipment. The method comprises the steps of recalling candidate parameters related to to-be-calculated parameters from a standard database, then respectively calculating name semantic similarity of the to-be-calculated parameters and the candidate parameters as first feature similarity and description semantic similarity as second feature similarity, obtaining overall similarity of the to-be-calculated parameters and the candidate parameters by utilizing the first feature similarity and the second feature similarity; by utilizing the method to calculate the similarity, compared with the prior art that only relevant parameters are recalled to serve as candidate parameters for comparison, the similarity comparison efficiency is improved. Meanwhile, the names and the descriptions of parameters are comprehensively considered when similarity is carried out. The integration of the names and descriptions of the parameters serves as the overall similarity of the to-be-calculated parameters and the candidate parameters, the similarity calculation result is more accurate. The loading of the data on parameters with high similarity is facilitated.

Description

technical field [0001] The present application belongs to the technical field of data processing, and in particular relates to a data similarity calculation method, a data similarity calculation device, a computer-readable medium and electronic equipment. Background technique [0002] Parameter refers to the field information in the database or application programming interface. In daily life, it is of great significance to judge whether two parameters are consistent. If you can judge the similarity between two parameters or a parameter and the parameters in the parameter table relationship, you can load the corresponding fields of the data without manual judgment. [0003] Since the consistency of two parameters involves the fusion of various feature information, the simple rules currently used for parameter similarity calculations cannot determine whether the two parameters are consistent, and manual judgment is required, which is time-consuming and labor-intensive. . Mo...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06F16/25G06N3/04G06N3/08
CPCG06F16/254G06N3/08G06N3/048G06N3/045G06F18/22
Inventor 胡晓辉徐胜平
Owner PING AN TECH (SHENZHEN) CO LTD
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