Method and system for recommending application resources

A technology of resources and applications, applied in transmission systems, electrical components, program control devices, etc., can solve problems such as poor effect and low efficiency, and achieve the effect of improving the recommendation effect

Active Publication Date: 2017-12-12
SHANGHAI ZHANGMEN TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, in many applications, users need to search for interested applications through the search portal, but this method completely relies on manual operations by users, which is inefficient and ineffective

Method used

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  • Method and system for recommending application resources
  • Method and system for recommending application resources

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0021] like figure 1 As shown, the embodiment of the present invention firstly provides a method for recommending application resources. Smart TV users have different personal preferences and application habits. Some users are interested in dating applications, while others are interested in game applications and so on. The embodiment of the present invention will record some application usage records of users related to these application usage habits. The collected application usage records can be called historical records, and the historical records can be collected by the smart TV and then uploaded to the server. In this way, the server The historical usage application records of each smart TV end can be obtained. Among them, the smart TV terminal can upload in real time, or upload periodically (for example, upload once a week), or upload quantitatively (for example, upload once every recorded data of 10M), and so on. The history records include information on the number ...

Embodiment 2

[0046] like figure 2 As shown, the embodiment of the present invention also provides a system for recommending application resources.

[0047] The historical record acquisition module 201 collects historical records during the use of applications by each user; the historical records include the types of applications used and at least one data in other dimensions; the applications are installed in smart TV devices;

[0048] A typical user selects the division module 202, collects statistics on the collected historical records of each user, calculates the proportion of each type of application according to the number of applications used by each user, and classifies the user into a group whose proportion is greater than the threshold A user group corresponding to a specific type of application, the user is defined as a typical user, and a user group including typical users corresponding to each specific type of application is generated;

[0049] The model training module 203 o...

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PUM

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Abstract

The present invention provides a method and system for recommending application resources, including: collecting the historical records of each user in the process of using the application; making statistics on the collected historical records of each user, and calculating according to the number of each type of application used by each user The number proportion of each type of application, and the user is classified into the user group corresponding to the specific type of application whose quantity proportion is greater than the group threshold. The user is defined as a typical user, and the user group including typical users corresponding to each specific type of application is generated ; According to the specific type information corresponding to each user group, recommend corresponding application resources to the users in the user group. Through the present invention, when a user uses an application, recommendations can be made in a targeted manner, and the recommendation effect can be improved.

Description

technical field [0001] The invention belongs to the field of smart TVs, and in particular relates to a method and system for recommending application resources in smart TVs. Background technique [0002] With the widespread popularity of smart TVs, more and more applications have begun to land on the smart TV platform. Compared with traditional TVs and Internet TVs, smart TVs can introduce a large number of third-party applications through their own platforms. Third-party applications Contains various applications, such as e-books, games, music, communication tools, etc. These applications are stored on the server. Users can enter the application store of the server, browse various applications in the application list provided by the application store, select the target application and to download. The introduction of third-party applications expands the range of choices for users. Currently, in many applications, users need to search for interested applications through se...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/08H04N21/258G06F9/445
Inventor 杜书印闫磊
Owner SHANGHAI ZHANGMEN TECH
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