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Item recommendation method and device

A recommendation method and recommendation device technology, applied in the field of data application, can solve the problems of single recommendation dimension, inaccurate recommendation results, ignoring users, etc., and achieve the effect of improving accuracy

Active Publication Date: 2022-03-22
DATAGRAND TECH INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The main purpose of this application is to provide an item recommendation method and device to solve the problem that the prior art recommendation dimension is single, and the recommendation process ignores the user's behavior, resulting in that the item recommended to the user is not the item that the user is most interested in, and the recommendation result is not good. exact question

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  • Item recommendation method and device

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Embodiment Construction

[0044] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0045] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0046] The embodiment of the present application provides an...

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Abstract

The present application discloses an item recommendation method and device. The method includes obtaining a plurality of recommended items related to the target item according to the target item; obtaining comprehensive information of the target item and each recommended item according to the content information and collaborative information of the target item and each recommended item; The similarity calculation is performed between the comprehensive information of the item and the comprehensive information of the target item, and the similarity value of each recommended item relative to the target item is obtained, so as to obtain the similarity ranking between each recommended item and the target item. This application solves the technical problems of the prior art that the recommendation dimension is single, and the user's behavior is ignored in the recommendation process, resulting in that the item recommended to the user is not the item that the user is most interested in, and the recommendation result is inaccurate.

Description

technical field [0001] The present application relates to the technical field of data application, in particular, to an item recommendation method and device. Background technique [0002] With the rapid development of the Internet, there are more and more application scenarios for item recommendation methods, and they have been widely integrated into many commercial application systems, such as Netflix online video recommendation system, Amazon online shopping mall, and Toutiao. In fact, most e-commerce platforms, especially online shopping platforms, have integrated item recommendation methods to varying degrees, such as Taobao, Jingdong Mall, etc. In the business application scenario of the item recommendation method, in addition to the personalized recommendation of the home page information flow, the related recommendation of the item detail page is also playing an increasingly important role. The relevant recommendations provided by the item recommendation method can ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q30/06
CPCG06Q30/0631
Inventor 范雄雄于敬纪达麒陈运文
Owner DATAGRAND TECH INC