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Information display method and device

A technology for displaying information and samples, applied in the Internet field, can solve the problems of complex model structure, affecting the efficiency of information display, and large load of online processing data.

Active Publication Date: 2020-05-12
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, in actual usage scenarios, there are a large number of display forms of information recalled in response to user information requests, and online calculations are performed for each display form corresponding to the information, which will cause the e-commerce platform to display information to users. During the process, the amount of data processed online is large, the load of online processed data is large, and the model structure for predicting CTR is relatively complex, which affects the efficiency of information display

Method used

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  • Information display method and device

Examples

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Embodiment Construction

[0067] In the existing information display method, the server needs to find the information to be displayed corresponding to the information display request from the pre-stored information to be displayed according to the user's information display request.

[0068] Taking the display of products to users on an e-commerce platform as an example, the information of a certain type of product stored in the server may include information on products of different brands and models from multiple merchants. This makes the data of the information to be displayed recalled by the server according to the user's information display request may be relatively large.

[0069] Moreover, in order to meet the needs of user diversity and user personalization in actual scenarios, for a piece of information to be displayed, the server often stores multiple display forms corresponding to the information to be displayed, and each display form is oriented to different users. The CTR brought is often ...

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Abstract

The invention discloses an information display method and a device, and the method comprises the steps: determining a sample user feature representing the preference of a user for the display form ofinformation according to the attribute of the user and the display form of each piece of sample information himself / herself clicked by the user; and taking the display form characteristics of the display form when the to-be-displayed information of each sample which is clicking by the user in history as a positive sample, and taking the display form characteristics of the display form when the to-be-displayed information of the non-clicked sample of the information corresponding to the clicked display form is not clicked as a negative sample. And jointly training a first model used for determining the user characteristics and a second model used for determining the display form characteristics through the determined sample user characteristics, positive samples and negative samples. Furthermore, the display form of the information can be determined by comparing the similarity between the user characteristics output by the first model and the display form characteristics output by the second model. According to the method in the specification, the CTR prediction model does not need to be operated on line, and the information display efficiency is effectively improved.

Description

technical field [0001] This specification relates to the Internet field, and in particular to an information display method and device. Background technique [0002] At present, in some e-commerce platforms, such as conversational ordering platforms, in order to guide users to consume, they usually display the corresponding information of merchants and products to users, help users find the merchants or products they are looking for, and finally complete the order. [0003] In the prior art, the e-commerce platform recalls various information corresponding to the information display request on the server side in an online manner according to the user's information display request, and each information can correspond to several display forms. Then predict the click through rate (CTR) that can be obtained by each display form online. Then, according to the predicted result, the display form that is most likely to be clicked by the user is screened out, and the information is ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/06G06K9/62
CPCG06Q30/0643G06F18/22G06F18/214
Inventor 赵郁忻王立平程佳柳明海李忆纯
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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