A hot topic detection method and device for microblog

A technology of hot topics and detection methods, applied in digital data information retrieval, special data processing applications, instruments, etc., can solve problems such as difficulty in detecting hot topics, and achieve the effect of improving detection accuracy

Active Publication Date: 2020-01-14
NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0006] The technical problem to be solved by the present invention is to provide a hot topic detection method and device for microblogs, which can solve the problem of difficult detection of hot topics in microblog text with highly sparse features

Method used

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  • A hot topic detection method and device for microblog
  • A hot topic detection method and device for microblog
  • A hot topic detection method and device for microblog

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Embodiment Construction

[0038] The present invention will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0039] Such as figure 1 As shown, the embodiment of the present invention provides a hot topic detection method for microblog, including:

[0040] S11, extracting meaningful strings in the information flow and performing heat analysis on the meaningful strings, so as to screen out hot features;

[0041] S12. Perform feature merging on the hotspot features according to the information bottleneck theory, and calculate a merging degree indicating parameter after the merging;

[0042] S13. Determine a hot topic according to the merge degree indicating parameter.

[0043]The hot topic detection method for microblog provided by the embodiment of the present invention can extract and analyze the popularity of meaningful ...

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Abstract

The invention provides a microblog hot topic detection method and apparatus and relates to the technical field of network information digging. Difficulty for detection of hot topics of highly-sparse microblog texts can be eliminated. The method comprises steps of extracting meaningful strings in an information flow and conducting heat analysis to the meaning string to screen hotspot features, combining hotspot features according to information bottleneck theory, calculating combining degree indication parameters after the combination, and determining the hot topic based on the combining degree indication parameters.

Description

technical field [0001] The invention relates to the technical field of network information mining, in particular to a burst feature detection method and device for microblogs. Background technique [0002] In recent years, with the rise of web2.0 social network, microblog has become popular rapidly due to its advantages of convenience and quickness, and now it has developed into the main way of network information dissemination. [0003] Due to the characteristics of wide sources, fast update speed, short communication cycle, diversified communication methods, strong participation and interaction, Weibo has achieved strong influence and guidance in the formation and dissemination of hot topics. The amount of microblog information is large, and there is a serious problem of information overload, and the topic analysis technology can quickly extract the key content of a large amount of information, and compress and organize the massive information. [0004] Microblog topic de...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9536
Inventor 贺敏周勇林王丽宏云晓春包秀国程学旗马宏远丁丽张丹刘克松杜攀刘悦
Owner NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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