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Cross-commodity-category commodity recommendation method and device

A product recommendation and product technology, applied in the field of product recommendation across product categories, can solve problems such as difficulty in improving the purchase rate of recommended products, unsatisfactory product recommendation effects, and poor user experience

Active Publication Date: 2020-02-18
深圳市云积分科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present invention provides a product recommendation method and device across product categories, which solves the problem that the product recommendation method in the prior art tends to cause poor user experience and cannot stimulate the user's desire to purchase, resulting in the effect of product recommendation Unsatisfactory, the technical problem that it is difficult to increase the purchase rate of recommended products has achieved intelligent recommendation of corresponding products, realizing product recommendation across product categories, greatly providing convenience for users, increasing the purchase rate of recommended products, and improving product recommendation technical effect

Method used

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  • Cross-commodity-category commodity recommendation method and device
  • Cross-commodity-category commodity recommendation method and device
  • Cross-commodity-category commodity recommendation method and device

Examples

Experimental program
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Effect test

Embodiment 1

[0069] figure 1 It is a schematic flowchart of a product recommendation method across product categories in an embodiment of the present invention. Such as figure 1 As shown, the embodiment of the present invention provides a product recommendation method across product categories, the method comprising:

[0070] Step 110: Obtain a first purchase list of the first user, wherein the first purchase list includes a first commodity and a second commodity, and the first commodity and the second commodity are in different commodity categories.

[0071] Specifically, the first purchase list is information about the products that the first user has purchased on the shopping platform. From the first purchase list, the user's transaction time, transaction products, seller information, logistics information, and transaction information can be seen. amount etc. The first purchase list contains a number of different commodities. Since different users use the shopping platform with diffe...

Embodiment 2

[0100] Based on the same inventive concept as the product recommendation method across product categories in the foregoing embodiments, the present invention also provides a product recommendation method device across product categories, such as figure 2 As shown, the device includes:

[0101] The first obtaining unit 11, the first obtaining unit 11 is used to obtain the first purchase list of the first user, wherein the first purchase list includes the first commodity and the second commodity, and the first commodity and the second commodity The second commodity is in a different commodity category.

[0102] A second obtaining unit 12, configured to obtain a second purchase list of the second user, wherein the second purchase list includes the first commodity and the second commodity.

[0103] A third obtaining unit 13, the third obtaining unit 13 is configured to obtain the first label of the first user.

[0104] A fourth obtaining unit 14, the fourth obtaining unit 14 is...

Embodiment 3

[0143] Based on the same inventive concept as the method for recommending products across product categories in the foregoing embodiments, the present invention also provides a device for recommending products across product categories, on which a computer program is stored, and when the program is executed by a processor, the foregoing Steps in any method of the cross-commodity category product recommendation method.

[0144] Among them, in image 3 In, bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 will include one or more processors represented by processor 302 and various types of memory represented by memory 304 circuits linked together. The bus 300 may also link together various other circuits, such as peripherals, voltage regulators, and power management circuits, etc., which are well known in the art and thus will not be further described herein. The bus interface 306 provides an interface betwee...

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Abstract

The invention provides a cross-commodity-category commodity recommendation method and device, and relates to the technical field of information push, and the method comprises the steps: obtaining a first purchase list of a first user, wherein the first purchase list has a first commodity and a second commodity, and the first commodity and the second commodity are in different commodity categories;obtaining a second purchase list of a second user; obtaining a first label of a first user; obtaining a second label of a second user; when the first label and the second label have a first association relationship, obtaining a first recommendation combination; obtaining a third purchase list of a third user, wherein the third purchase list contains the first commodity; obtaining a third label ofthe third user; and when the third label and the first label have a first association relationship, or when the third label and the second label have a first association relationship, recommending the second commodity in the first recommendation combination to the third user, thereby improving a commodity recommendation effect.

Description

technical field [0001] The present invention relates to the technical field of information push, in particular to a product recommendation method and device across product categories. Background technique [0002] With the advent of the Internet age, people's living habits and shopping habits have also changed. Similarly, the promotional models of major companies have also changed. For example, online shopping has become a way of consumption for most users. Users can retrieve commodity information through the Internet and send shopping requests through electronic order forms. Manufacturers deliver goods by mail order or through express companies. Users can purchase desired items. At present, when enterprises recommend products, they mainly make corresponding recommendations based on the products that users have purchased or browsed. In this way, interested users choose to open or read next time, while uninterested users choose to directly Turn it off, or block the message ...

Claims

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Application Information

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IPC IPC(8): G06Q30/06
CPCG06Q30/0631
Inventor 刘铁熊磊许先才
Owner 深圳市云积分科技有限公司
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