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A Method of Intelligent Information Browsing Based on Data Mining

A technology of information browsing and data mining, which is applied in the computer field, can solve the problems of information reduction, omission of sudden and occasional information, and lack of user browsing information, so as to improve efficiency and optimize selection methods

Active Publication Date: 2021-04-06
GUILIN UNIV OF ELECTRONIC TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, people are using smart terminals to obtain the latest information all the time, but it is accompanied by a greater demand for traffic. Many users need to take into account their own traffic usage and pay attention to their own location when browsing. Whether the network environment has a free wireless network, which greatly affects the timeliness of the user's information intake and the user's smooth experience in the process of browsing information
When the user has no traffic, the existing browsing system and method need to manually call whether to enable the traffic-saving browsing mode such as no picture mode, or limit the traffic through the program itself. Such a browsing system will cause great harm to the user. Trouble: First, video and picture information are also part of the expression of the text. Browsing information in the no-picture mode controls user traffic, but it is full of compulsion. The information at this time is due to the lack of pictures and videos. It has a large amount of information, but it also loses the accuracy of the information, which will affect the user's browsing experience to a certain extent; the second is to use the information pushed according to the interest, and the information that does not meet the user's interest is simply selected and deleted. The push method will miss some sudden and occasional information, resulting in the lack of user browsing information, which cannot meet the real-time demand of users for information, and the amount of information pushed by such information is gradually decreasing

Method used

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  • A Method of Intelligent Information Browsing Based on Data Mining
  • A Method of Intelligent Information Browsing Based on Data Mining
  • A Method of Intelligent Information Browsing Based on Data Mining

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Embodiment Construction

[0033] In order to make the purpose, technical solution and advantages of the present invention clearer, the following mainly uses Weibo, a popular social software, as an example, and further describes the present invention in detail with reference to the accompanying drawings.

[0034] A method of intelligent information browsing based on data mining, such as figure 1 As shown, its specific steps are as follows:

[0035] Step 1. Classification of information.

[0036] When classifying information, a set of class feature words will be preset:

[0037] s=(t 1 , t 2 , t 3 ,...t k ),

[0038] Where k is the number of class feature words in the class feature word set.

[0039] Step 1.1. When the microblog database of the user's smart terminal enters a large amount of disordered and irregular information, preprocess the information to be processed in the database, remove redundant classification interference, and obtain keyword vectors in the information to be classified. F...

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PUM

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Abstract

The invention discloses an intelligent information browsing method based on data mining. Firstly, the information poured into the database is divided into different information sets, attribute labels are attached to the information, and the heat statistics are performed on each piece of information; and then information classification is completed. Finally, the classified information sets are combined with the user’s past browsing records in the database to obtain the basic weight value of interest matching; after that, the ranking order of each piece of information is calculated according to the popularity value of each piece of information in different information sets; finally, in the data While performing interest matching and assigning values ​​to information sets, the attribute labels that are attached to the information when they enter the database are used to obtain the network environment in which the information is pushed. The invention can effectively guarantee the completeness and timeliness of users' browsing information.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an intelligent information browsing method based on data mining. Background technique [0002] At present, people are using smart terminals to obtain the latest information all the time, but it is accompanied by a greater demand for traffic. Many users need to take into account their own traffic usage and pay attention to their own location when browsing. Whether the network environment has a free wireless network greatly affects the timeliness of the user's information intake and the user's smooth experience in the process of browsing information. When the user has no traffic, the existing browsing system and method need to manually call whether to enable the traffic-saving browsing mode such as no picture mode, or limit the traffic through the program itself. Such a browsing system will cause great harm to the user. Trouble: First, video and picture information are also part...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/957G06F16/9535
Inventor 林基明陈雅迪张文辉丁思杨赵冉刘锦玲李超索秋月张康荣向薇崔理伟
Owner GUILIN UNIV OF ELECTRONIC TECH
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