A method and system for event personalization classification based on event modeling

A classification method and event model technology, applied in text database clustering/classification, unstructured text data retrieval, instruments, etc., can solve the problem that the source site cannot meet the classification requirements of the destination site, and it is difficult for users to obtain the information they want , information explosion, etc.

Active Publication Date: 2021-04-23
SOUTHWEST PETROLEUM UNIV
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AI Technical Summary

Problems solved by technology

[0002] With the further popularization of the Internet and the rapid development of social media, there are more and more channels for the dissemination of various public opinion information and events, and the speed is getting faster and faster. The amount of information generally presents a trend of explosion. Good classification processing, it is difficult to help users efficiently obtain the information they want
[0003] The traditional event classification technology is often based on certain categories, that is, the categories that events are divided into are determined in advance, so that the division of an event library is to determine the target; in addition, in the traditional classification method, an event will only be classified to a particular class, that is, the class attribute of an event is unique
With the increasing amount of Internet data, the news data of a website often comes from many source stations, and the classification standards of the source stations cannot meet the classification requirements of the destination website (for example, a certain event of the source station is assigned to technology category, and the target site does not have this category)

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  • A method and system for event personalization classification based on event modeling
  • A method and system for event personalization classification based on event modeling
  • A method and system for event personalization classification based on event modeling

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Embodiment Construction

[0039] The technical solutions of the present invention are further described in detail below with reference to the accompanying drawings, but the protection scope of the present invention is not limited to the following.

[0040] An event personalized classification method based on event modeling, the method includes the following steps:

[0041] S1: Obtain the dynamic information of the corresponding time, crawl the news that occurred in the past x days and the corresponding comments on Weibo and major forums, and establish a news library;

[0042] S2: Deeply mine the data obtained from major platforms, establish an event model, and save it to the event library;

[0043] S3: Classify events according to different classification requirements.

[0044] The described step S2 performs deep mining on the data, establishes an event model, and saves it to the event library, including the following sub-steps:

[0045] S21: Extract the words in the event corpus, perform word segmen...

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Abstract

The present invention discloses a method and system for event individualized classification based on event modeling. The method includes 1. Crawling data from daily news, corresponding microblogs and comments on major forums, and establishing a news database ;2. In-depth mining of the data in the news database, establishing a corresponding event model, and generating multiple labels for each event, and then saving the event information in the event database; 3. Guiding different users to input different requirements through the client Classification and keywords of each category; 4. Based on event tags and other attributes, events in the event library are divided into different categories according to category matching and category similarity, and are displayed on the user platform in an intuitive way. This system can make full use of the rapid development of the Internet and a large number of emerging news data to realize personalized classification of news event data according to different requirements, and can easily fully connect with various news platforms to provide personalized information for various platforms Serve.

Description

technical field [0001] The present invention relates to the technical field of social network information processing, in particular to the technical field of social network event classification, in particular to a method and system for event personalized classification based on event modeling. Background technique [0002] With the further popularization of the Internet and the rapid development of social media, there are more and more channels for the dissemination of various public opinion information and events, and the speed is getting faster and faster, and the amount of information generally presents an explosive trend. Good classification processing, it is difficult to help users efficiently obtain the information they want. [0003] Traditional event classification techniques are often based on determining categories, that is, the categories into which events are classified are determined in advance, so that the division of an event library is the goal; in addition, ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06F16/9535G06F16/9536G06F16/955G06F40/284
CPCG06F16/355G06F16/9535G06F16/9562G06F40/284
Inventor 陈雁郭培伦李平孙先杨先凤胡栋韩修龙陈凯琪朱鹏军彭欣宇刘婷
Owner SOUTHWEST PETROLEUM UNIV
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