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Artificial intelligence-based article classification method and apparatus, device and readable medium

An artificial intelligence and article technology, applied in special data processing applications, instruments, electrical and digital data processing, etc., can solve the problems of poor article classification accuracy, time-consuming and laborious, and achieve high accuracy, high efficiency, and rich information.

Pending Publication Date: 2017-09-15
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0005] However, in the prior art, staff members subjectively classify the articles according to the titles of news articles, which is not only time-consuming and laborious, but also has very poor accuracy in classifying articles.

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  • Artificial intelligence-based article classification method and apparatus, device and readable medium
  • Artificial intelligence-based article classification method and apparatus, device and readable medium
  • Artificial intelligence-based article classification method and apparatus, device and readable medium

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Embodiment Construction

[0053] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0054] figure 1 It is a flowchart of an embodiment of the article classification method based on artificial intelligence of the present invention. like figure 1 As shown, the artificial intelligence-based article classification method of the present embodiment may specifically include the following steps:

[0055] 100. Obtain the text of the target article;

[0056] The artificial intelligence-based article classification method of the present invention is executed by an artificial intelligence-based article classification device, which can be an electronic entity device or a software-integrated device.

[0057] The target article in this embodiment is the article corresponding to the news information on the network. In order to effectively man...

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Abstract

The invention provides an artificial intelligence-based article classification method and apparatus, a device and a readable medium. The method comprises the steps of obtaining texts of target articles; performing word segmentation processing of at least two different word segmentation granularities on the texts of the target articles to obtain segmented words corresponding to the word segmentation granularities; according to the segmented words, corresponding to the word segmentation granularities, of the target articles and pre-trained scoring tag models of all levels in a target classification system, predicting the similarities between the target articles and topic types on all the levels; and according to the similarities between the target articles and the topic types on all the levels, and a preset similarity threshold, classifying the target articles on all the levels. According to the technical scheme, the accuracy of classifying the articles is relatively high and the articles can be automatically classified, so that the time and labor are saved and the article classification efficiency is very high.

Description

【Technical field】 [0001] The present invention relates to the field of computer application technology, in particular to an artificial intelligence-based article classification method, device, device and readable medium. 【Background technique】 [0002] Artificial Intelligence (AI) is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems, etc. [0003] With the development of network technology, the use of electronic multimedia on the network is becoming more and more popular. In order to effectively manage various news informatio...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/3346G06F16/353
Inventor 陈亮宇肖欣延吕亚娟
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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