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Recommendation algorithm optimization method, device and system

A technology for recommending algorithms and optimization methods, applied in the computer field, can solve problems such as long optimization period, and achieve the effect of reducing optimization period and improving optimization efficiency and accuracy.

Active Publication Date: 2015-11-18
SHENZHEN TENCENT COMP SYST CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the problem in the prior art that in the process of optimization, it is necessary to manually allocate traffic for the recommendation algorithm and the optimization cycle is long, the embodiment of the present invention provides a method, device and system for optimizing the recommendation algorithm

Method used

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  • Recommendation algorithm optimization method, device and system
  • Recommendation algorithm optimization method, device and system
  • Recommendation algorithm optimization method, device and system

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Embodiment Construction

[0043] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings. The "at least one" mentioned herein means one, two or more than two.

[0044] See figure 1 As shown in , it shows a schematic diagram of the implementation environment involved in the recommendation algorithm optimization method provided in an embodiment of the present invention. The implementation environment may include a server 120 and at least one terminal 140, and the server 120 may be connected to the terminal 140 through a wired network or a wireless network.

[0045] The server 120 has the function of recommending services to the terminal 140. For example, it can recommend corresponding services to the terminal user based on information such as browsing content and search content in the browser of the terminal user, and user ope...

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Abstract

Obtaining statistical effectiveness data of each recommendation algorithm; obtaining the traffic distribution probability of each recommendation algorithm according to the weight of the effectiveness data of each recommendation algorithm in the recommendation algorithm; distributing traffic requests for each recommendation algorithm according to the traffic distribution probability.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a recommendation algorithm optimization method, device and system. Background technique [0002] The recommendation engine of the recommendation system usually runs multiple recommendation algorithms at the same time, and calculates the effect data of each recommendation algorithm when offline; then, based on the results of offline statistics, adjusts the traffic allocation of each recommendation algorithm to further optimize the overall recommendation effect . [0003] The process of traditional recommendation algorithm optimization is as follows: determine the new recommendation algorithm and the corresponding small amount of traffic; after the recommendation engine is ready, the management staff allocates traffic for the new recommendation algorithm at the front end; observe the recommendation effect of the new recommendation algorithm, if the recommended If the eff...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/30
CPCG06F17/30G06Q10/04G06Q30/0241G06Q30/0631G06N7/01G06N5/022
Inventor 程章敏
Owner SHENZHEN TENCENT COMP SYST CO LTD
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