Method for classifying weibo accounts

A classification algorithm and microblog technology, applied in other database retrieval, network data retrieval, instruments, etc., can solve the problems of inability to accurately identify microblog account numbers and low identification efficiency, and achieve comprehensive classification models and efficient identification and classification and accurate effect

Inactive Publication Date: 2017-06-23
NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, in the existing methods, only abnormal accounts and ordinary accounts can be identified, and it is impossible to accurately identify which type of Weibo account the account is, and the identification efficiency is also quite low.

Method used

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  • Method for classifying weibo accounts
  • Method for classifying weibo accounts
  • Method for classifying weibo accounts

Examples

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Embodiment Construction

[0037] see figure 1 , figure 1 It is a flowchart of a method for classifying microblog accounts provided by an embodiment of the present invention. As shown in the figure, the method for classifying microblog accounts in this embodiment includes the following steps:

[0038] S101: Obtain microblog data corresponding to an unknown type of microblog account.

[0039] In the embodiment of the present invention, microblog data can be acquired by using two methods: a microblog application programming interface (Application Programming Interface, API) and a web crawler. However, the Weibo API interface has relatively large restrictions on access frequency and attribute acquisition. Therefore, as a preferred implementation solution of the present invention, the microblog data is obtained by means of a web crawler. Based on the principle of web crawling, the microblog crawler tool is realized. The crawler tool can obtain all the microblog data that can be presented on the microblog...

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Abstract

The invention discloses a method for classifying weibo accounts. The method comprises the following steps: obtaining unknown weibo data corresponding to weibo accounts; extracting feature data of weibo data to obtain weibo data features; utilizing an established classification model based on weibo data features according to the weibo data features to determine types of weibo accounts. The method for classifying weibo accounts is utilized so that ordinary accounts and abnormal accounts can be accurately classified and types of accounts can be recognized.

Description

technical field [0001] The invention relates to a method for classifying microblog accounts. Background technique [0002] In today's era of rapid Internet development, social networks have increasingly become an important part of people's Internet life, and social network services such as Weibo have become the most popular concept. Weibo is an information sharing, dissemination and acquisition platform based on user relationships. Users can form personal communities through WEB, WAP and various clients, update information within 140 characters, and realize instant sharing. [0003] Due to the low technical threshold for users of various types of microblogs, and the existence of microblog application programming interfaces, users can log in to microblogs and post messages on various mobile terminals, which also accelerates the development of microblogs. With the rapid development, there are various problems, such as zombie accounts, advertising accounts, machine accounts an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06Q50/00G06K9/62
CPCG06F16/951G06Q50/01G06F18/24155
Inventor 董元魁陈训逊郎波王博王洋黄亮
Owner NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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