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Name standardization method and device, medium and electronic equipment

An electronic device and name technology, applied in the field of data processing, can solve the problems of not considering the semantic information of names and low accuracy, and achieve the effect of facilitating data analysis and processing operations and improving accuracy

Active Publication Date: 2020-02-11
TAIKANG LIFE INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the edit distance method only compares the symbol-level differences of the characters contained in the two strings, and does not consider the semantic information of the name, thus resulting in lower accuracy

Method used

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  • Name standardization method and device, medium and electronic equipment
  • Name standardization method and device, medium and electronic equipment
  • Name standardization method and device, medium and electronic equipment

Examples

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Embodiment Construction

[0027] 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 disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art.

[0028] 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 embodiments of the invention. However, those skilled in the art will appreciate that the technical solutions of the present invention may be practiced without one or more of the specific details, or other methods, components, means, steps, etc. may be employed. In other instances, well-known methods, apparatus, implem...

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Abstract

The embodiment of the invention provides a name standardization method and device, a medium and electronic equipment, and the method comprises the steps: constructing a representation vector of a to-be-standardized name; wherein the representation vector of the name to be standardized is obtained by splicing word vectors of all words in the name and mapping from a splicing result; and calculatingthe distance between the representation vector of each standard name and the representation vector of the to-be-standardized name, and determining the standard name corresponding to the to-be-standardized name according to the distance. According to the invention, the to-be-standardized names are represented by the vectors, and the standard names corresponding to the to-be-standardized names are determined through vector calculation, so that the name standardization accuracy is improved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a name standardization method, device, medium and electronic equipment. Background technique [0002] Before data analysis, it is usually necessary to standardize the data to achieve the comparability of data of different nature, so as to facilitate comprehensive evaluation and analysis. In the field of insurance, when customers purchase related health insurance products, they need to undergo a medical examination. The insurance company needs to judge whether to underwrite the customer based on the customer's medical examination information. This process is called underwriting. However, the physical examination data from different medical examination institutions or different hospitals will have differences in the naming of physical examination items. If the names of different physical examination items can be unified into a set of standardized names, it will be c...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/151G06F40/247G06N3/04
CPCG06N3/045Y02D10/00
Inventor 宋慧驹刘兴旺刘亚刘岩
Owner TAIKANG LIFE INSURANCE CO LTD