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Object recommendation system and method, electronic equipment and storage medium

A recommendation system and object technology, applied in the Internet field, can solve problems such as server congestion, real-time recommendation of unfavorable products, and server resource consumption.

Pending Publication Date: 2020-09-22
ALIBABA GRP HLDG LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, the product recommendation function is usually realized by calculating the correlation between the product and the user, and the personalized recommendation requires the interaction of the product information between the server and the client. Due to the limited server resources, when a large number of users suddenly increase, the huge The amount of calculation will bring a lot of resource consumption to the server, which will easily cause server congestion, which is not conducive to real-time recommendation of products

Method used

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  • Object recommendation system and method, electronic equipment and storage medium
  • Object recommendation system and method, electronic equipment and storage medium
  • Object recommendation system and method, electronic equipment and storage medium

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Embodiment Construction

[0094] In the following description, numerous specific details are set forth in order to provide a thorough understanding of the specification. However, this specification can be implemented in many other ways different from those described here, and those skilled in the art can make similar extensions without violating the connotation of this specification, so this specification is not limited by the specific implementations disclosed below.

[0095] Terms used in one or more embodiments of this specification are for the purpose of describing specific embodiments only, and are not intended to limit one or more embodiments of this specification. As used in one or more embodiments of this specification and the appended claims, the singular forms "a", "the", and "the" are also intended to include the plural forms unless the context clearly dictates otherwise. It should also be understood that the term "and / or" used in one or more embodiments of the present specification refers t...

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Abstract

The invention provides an object recommendation system and method, electronic equipment and a storage medium, and the system comprises a mobile terminal and a server, and the mobile terminal is in communication connection with the server; wherein the mobile terminal is configured to obtain real-time behaviors and behavior objects of a user to be recommended, generate corresponding dynamic featureembedding vectors based on the real-time behaviors and the behavior objects, and send the dynamic feature embedding vectors to the server; the server is configured as follows: the server is configuredfor receiving the dynamic feature embedding vector, calculating the matching degree of the dynamic feature embedding vector and a static feature embedding vector of at least one object available forrecommendation, and recommending the object to the user to be recommended based on the matching degree of the dynamic feature embedding vector and the at least one static feature embedding vector; wherein the static feature embedding vector is obtained through attribute information of at least one object capable of being recommended and user attribute information of the to-be-recommended user.

Description

technical field [0001] The present application relates to the Internet field, in particular to an object recommendation system, method, electronic equipment and storage medium. Background technique [0002] With the popularization of the Internet and the development of e-commerce, more and more users choose to browse, select or purchase the commodities they need online. However, with the rapid growth of the number and types of products, users often need to spend a lot of time browsing to find the products they need or are interested in. In order to allow users to find the products they need or are interested in in a short period of time, many Websites use various forms of recommendation technology to recommend products to users to varying degrees. [0003] In the existing technology, the product recommendation function is usually realized by calculating the correlation between the product and the user, and the personalized recommendation requires the interaction of the prod...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/06G06F16/9535G06K9/62
CPCG06Q30/0631G06F16/9535G06F18/214
Inventor 吴纲律戚赟炜王双
Owner ALIBABA GRP HLDG LTD
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