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A method and system for discovering network hot topics

A technology of network hotspots and discovery method, which is applied in the field of network hotspot topic discovery methods and systems, and can solve problems such as low accuracy and unfavorable identification of hotspot topics.

Active Publication Date: 2020-10-02
CHINA AGRI UNIV
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0005] In order to overcome the problem that the accuracy of the hot topic discovery method in the prior art is not high and it is not conducive to the user to intuitively identify the hot topic, the present invention provides a network hot topic discovery method and system

Method used

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  • A method and system for discovering network hot topics
  • A method and system for discovering network hot topics
  • A method and system for discovering network hot topics

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Embodiment Construction

[0049] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0050] figure 1 It is a schematic diagram of the overall flow of a method for discovering network hot topics according to an embodiment of the present invention, such as figure 1 As shown, the present invention provides a method for discovering network hot topics, including:

[0051] S1, extract hot word candidates from the text corpus of a preset time period based on the information entropy of words;

[0052] S2. Calculate the popularity of the hot word candidates according to the daily word frequency and historical volatility of the hot word candidates, sort the hot word candidates in descending order of popularity, and use the top N hot word candidates as Hot words, ...

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Abstract

The invention provides a network hot-point topic discovery method and system. The method includes: extracting hot words from a text corpus of a preset time period; combining two hot words into the same set when correlation of the two hot words is greater than a first preset threshold value; calculating a co-occurrence degree between every two hot word sets, and merging the two hot word sets when the co-occurrence degree between the two hot-word sets is greater than a second preset threshold value; and calculating a co-occurrence degree between every two hot words in each hot word set, carryingout counting of the co-occurrence degree of each hot word, and selecting multiple hot words, of which co-occurrence degrees are arranged in the forefront, to use the same as names of corresponding hot-point topics. The method and the system carries out discovery operations of the network hot-point topics from an angle of the hot words, and more accord with definition of the hot topics; and ensurehigh correlation of internal information of the hot-point topics through combination of the related hot words and the co-occurrence hot-word sets at the same time, can realize accurate discovery of the network hot-point topics at the same time, and facilitate an effect that a user intuitively identifies the network hot-point topics.

Description

technical field [0001] The present invention relates to the technical field of text information processing, and more specifically, to a method and system for discovering network hot topics. Background technique [0002] With the increasing popularity of the Internet and the exponential growth of network resources, the traditional manual information processing methods can no longer meet the requirements of large-scale information acquisition. Therefore, it is necessary to monitor and analyze network public opinion through new information technology to meet Information needs of users in various industries. By discovering hot topics on the Internet, you can keep abreast of the development trends of various industries and monitor the network information dynamics of various industries in real time. Tracking hot topics will help relevant departments to grasp the ideological trends in the network in a timely manner, conduct correct guidance and analysis of public opinion, and main...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9535G06F40/289G06F40/30
CPCG06F40/289G06F40/30
Inventor 段青玲李道亮张璐刘怡然曹新凯王凯
Owner CHINA AGRI UNIV
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