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Method and device for providing information

A technology for item information and users, applied in the computer field, can solve problems such as reducing the effectiveness of information

Active Publication Date: 2014-04-23
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Due to the use of the above-mentioned collaborative filtering algorithm in the existing methods of providing information, the scoring matrix of the obtained frequent itemsets is a sparse matrix, which reduces the effectiveness of the obtained information to be provided to users.

Method used

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  • Method and device for providing information
  • Method and device for providing information
  • Method and device for providing information

Examples

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Embodiment Construction

[0020] The present invention will be described in more detail and complete below in conjunction with the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only parts related to the present invention are shown in the drawings but not all content.

[0021] figure 1 It is an implementation flowchart of a method for providing information provided by the first embodiment of the present invention. The method provided in the embodiment of the present invention can be executed by the apparatus for providing information provided in the embodiment of the present invention, and the apparatus can be implemented by software and / or hardware. like figure 1 As shown, the method provided by the embodiment of the present invention includes:

[0022] Step 101, receiv...

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Abstract

The invention relates to the technical field of computers, in particular to a method and a device for providing information. The method comprises the steps of receiving a user login request sent by a terminal; returning a corresponding webpage content to the terminal according to the user login request, wherein the webpage content include article information related with user's past behaviors which are behaviors of articles provided by a website webpage belongs to before the user logs in this time. The obtaining process of the article information related with the user's past behaviors comprises the steps of obtaining a frequent item set according to an article matching set and user behavior data corresponding to the article matching set in iteration and hash modes; obtaining the article information related with the user's past behaviors according to the obtained frequent item set. By adopting the method, the frequent item set is obtained in iteration and hash modes, and the practicability of provided information is improved.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and device for providing information. Background technique [0002] With the rapid development of computer technology, the Internet has become an important way for users to obtain information about items. When a user operates an item, he usually operates multiple items at the same time, and there is a strong association between the multiple items operated at the same time, wherein the items operated at the same time are the item set of the item. According to the strong association between items operated by the user, information can be effectively reminded to the user. [0003] In the existing method for providing information, the provided information is obtained through a collaborative filtering algorithm. The collaborative filtering algorithms used are mainly: user-based collaborative filtering and item-based collaborative filtering. User-based collaborative filter...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/9535
Inventor 吴帅
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD
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