A method and apparatus for predicting a category of information

A technology for predicting information and information configuration, applied in the computer field, can solve problems such as the inability to meet user identification needs, and achieve the effect of information category prediction

Active Publication Date: 2019-02-19
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, due to the wide variety of characters, some characters may be words created by network us

Method used

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  • A method and apparatus for predicting a category of information
  • A method and apparatus for predicting a category of information
  • A method and apparatus for predicting a category of information

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Embodiment Construction

[0024] The 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 related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0025] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0026] figure 1 It shows an exemplary system architecture 100 to which embodiments of the method for predicting an information category or the apparatus for predicting an information category of the present application can be applied.

[0027] like figure 1 As shown, the s...

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Abstract

A method and apparatus for predicting a category of information is disclosed in embodiments of that present application. One embodiment of the method includes: receiving a prediction request of a userfor class prediction of information to be classified; obtaining, based on the prediction request, a set of information to be classified and a target screening class information group, wherein, the screening class information group is associated with a class label; determining whether the information to be classified satisfies each piece of filtering class information in the filtering class information group for the filtering class information group in the target filtering class information group set, and if so, determining a class label associated with the filtering class information group asa target class label corresponding to the information to be classified; and generating correspondence relation information for characterizing a correspondence relationship between the information tobe classified and the target class label. By utilizing the set of target screening class information sets, this embodiment can realize information class prediction even if the machine learning model used for classification does not cover it.

Description

technical field [0001] The embodiments of the present application relate to the field of computer technology, and in particular to a method and device for predicting information categories. Background technique [0002] At present, users usually use machine learning methods to train classification models, and use the classification models to identify categories of information. However, due to the wide variety of characters, some characters may be words created by network users. Therefore, the existing classification models may not be able to meet some recognition needs of users. Contents of the invention [0003] The embodiments of the present application propose a method and an apparatus for predicting information categories. [0004] In the first aspect, the embodiment of the present application provides a method for predicting the category of information, the method includes: receiving a user's prediction request for category prediction of the information to be classif...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06K9/62
CPCG06F18/241
Inventor 李文峰宝腾飞
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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