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Industrial data recognition device, related method and related device

A technology of industry data and identification devices, which is applied in the computer field to achieve the effect of improving precision and accuracy

Pending Publication Date: 2020-01-10
SERVYOU SOFTWARE GRP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, in the existing technology, manual labeling of data is still required. On the one hand, subjective errors caused by manual operation cannot be avoided.

Method used

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  • Industrial data recognition device, related method and related device
  • Industrial data recognition device, related method and related device

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Embodiment Construction

[0047] The core of this application is to provide an industry data identification device, an industry data identification method, a server and a computer-readable storage medium, which can identify the invoice data to be identified through the latent semantic index model and the collected sparse vector corpus, avoiding manual subjective factors. Integration also avoids the use of machine learning for identification, improving the accuracy and accuracy of identification.

[0048] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by pe...

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Abstract

The invention discloses an industry data recognition device, and the device comprises a corpus construction module which is used for carrying out the corpus construction of the obtained invoice data of a plurality of industries, and obtaining a sparse vector corpus; a to-be-recognized vector acquisition module used for performing feature extraction processing on the to-be-recognized invoice data to obtain a to-be-identified vector; and a recognition processing module used for recognizing the to-be-recognized vector and the sparse vector corpus by utilizing a potential semantic index model to obtain an industry data recognition result. The invoice data to be recognized is recognized through the potential semantic index model and the collected sparse vector corpus, fusion of artificial subjective factors is avoided, a machine learning mode is also avoided for recognition, and the recognition precision and accuracy are improved. The invention also discloses an industry data identificationmethod, a server and a computer readable storage medium, which have the above beneficial effects.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an industry data identification device, an industry data identification method, a server, and a computer-readable storage medium. Background technique [0002] At present, data processing technology is usually used to identify and process information data, which reduces the workload of manual operations and improves the efficiency of data identification and processing. For example, process the invoice data of different enterprises, so as to accurately classify the business industry of the enterprise according to the invoice situation of the enterprise. [0003] In the prior art, a machine learning model is usually used to train and study marked invoice data to obtain a corresponding recognition model. Then, the model is used to classify and identify the enterprise invoice data to be detected, and obtain the corresponding industry classification. [0004] However, in...

Claims

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Application Information

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IPC IPC(8): G06F16/31G06F16/35G06F40/289G06F40/30
CPCG06F16/31G06F16/35
Inventor 陈鹏飞王培勇陈宏仁黄志苹涂昶
Owner SERVYOU SOFTWARE GRP