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Hot event classification method, device and storage medium

A hot event and classification method technology, applied in the information field, can solve problems such as imperfect hot event classification methods, and achieve the effect of improving the speed of event classification

Inactive Publication Date: 2018-09-28
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, the existing social media hot event classification methods are not perfect, and there is an urgent need for a classification method that can accurately and quickly analyze the event types of hot events in the early stages of hot event development

Method used

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  • Hot event classification method, device and storage medium
  • Hot event classification method, device and storage medium
  • Hot event classification method, device and storage medium

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Embodiment Construction

[0053] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0054] like figure 1 Shown is a schematic diagram of a preferred embodiment of the electronic device 1 of the present invention.

[0055] In this embodiment, the electronic device 1 may be a server, a smart phone, a tablet computer, a personal computer, a portable computer and other electronic devices with computing functions.

[0056] The electronic device 1 includes: a memory 11 , a processor 12 , a network interface 13 , a communication bus 14 and a dictionary 15 . Wherein, the network interface 13 may optionally include a standard wired interface and a wireless interface (such as a WI-FI interface). The communication bus 14 is used to realize connection communication between these components.

[0057] The memory 11 includes at least one type of readable storage medium. The at least one type of readable storage m...

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Abstract

The invention provides a hot event classification method, a device and a storage medium. The method comprises the following steps that: obtaining a first preset quantity of information texts releasedby a user from a pre-determined social server, and utilizing a pre-determined word segmentation rule to carry out word segmentation on the above information texts to obtain a segmented word corresponding to each information text; then, extracting a preset feature word in the extracted segmented words, utilizing a pre-determined probabilistic algorithm to determine an event theme corresponding to the feature word, calculating a hot event index value corresponding to the feature word according to a preset calculation formula, and judging whether the hot event index value is greater than a presetthreshold value or not; and if the hot event index value is greater than the preset threshold value, utilizing a preset vectorization way to obtain the information vector of the information text corresponding to the feature word, and inputting the information vector into a pre-trained event classification model to determine an event type corresponding to the information text. By use of the method, the event type of the hot event can be quickly and accurately analyzed.

Description

technical field [0001] The present invention relates to the field of information technology, in particular to a hot event classification method, device and computer-readable storage medium. Background technique [0002] With the development of network technology, the use of social media is becoming more and more extensive, and the number of various events in social media is also increasing day by day. In the face of a surge in the number of incidents, how to quickly distinguish the types of social media incidents, understand the fields and hot topics that social media users care about, and make corresponding decisions has become a difficult problem for managers. [0003] At present, the existing social media hot event classification methods are not perfect, and there is an urgent need for a classification method that can accurately and quickly analyze the event types of hot events in the early stages of hot event development. Contents of the invention [0004] In view of ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06F17/27G06K9/62G06F40/237
CPCG06F40/289G06F40/237G06F18/214
Inventor 王健宗吴天博黄章成肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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