Object classification method and classification model construction method and device

A classification model and object technology, applied in the computer field, can solve problems such as expensive time cost, low efficiency, and unclear classification, and achieve the effect of high time cost and low efficiency

Pending Publication Date: 2020-12-29
北京金堤征信服务有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Moreover, because the business scope of enterprises, especially small and micro enterprises, is too broad and redundant, there will be situatio...

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  • Object classification method and classification model construction method and device
  • Object classification method and classification model construction method and device
  • Object classification method and classification model construction method and device

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Embodiment Construction

[0040] Exemplary embodiments of the present invention are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present invention to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0041] figure 1 is a schematic diagram of the main flow of the method for object classification according to an embodiment of the present invention, such as figure 1 As shown, the method for object classification in the embodiment of the present invention mainly includes:

[0042] Step S101: Obtain initial feature data of the object to be classified, the initial feature da...

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Abstract

The invention discloses an object classification method and a classification model construction method and device, and relates to the technical field of computers. One specific embodiment of the object classification method comprises the steps of obtaining initial feature data of a to-be-classified object, wherein the initial feature data comprises identification information data and attribute information data of the to-be-classified object; carrying out word segmentation on the identification information data and the attribute information data to obtain a feature word set, and the feature word set comprising at least one feature word; and performing vector representation on the feature words in the feature word set, and determining a target category to which the to-be-classified object belongs based on a trained classification model. According to the object classification method, the word vectors can be input into the trained classification model according to the feature word set of the initial feature data and the vector representation of the feature words, so that the target category to which the to-be-classified object belongs can be automatically, quickly and accurately determined.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and device for object classification and classification model construction. Background technique [0002] In practical applications, there are many scenarios that require information classification. For example, enterprises can be classified into certain industries according to their business scope. In the prior art, classification is generally performed manually. Moreover, because the business scope of enterprises, especially small and micro enterprises, is too broad and redundant, there may be situations such as unclear classification or even wrong classification. Manual industry classification has problems such as high time cost and low efficiency. Contents of the invention [0003] In view of this, the embodiments of the present invention provide a method and device for object classification and classification model construction, which can input word vectors int...

Claims

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Application Information

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IPC IPC(8): G06F16/33G06F16/35G06F40/284G06F40/289
CPCG06F16/3335G06F16/3344G06F16/35G06F40/284G06F40/289
Inventor 刘阳周晗黄文瀚柳超
Owner 北京金堤征信服务有限公司
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