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A product recommendation method, device and computing device

A technology of computing equipment and products, applied in the field of data mining, to achieve the effect of improving the degree of freedom, eliminating insufficient technical knowledge, and accurate classifiers

Active Publication Date: 2020-12-29
BEIJING KNOWNSEC INFORMATION TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] To this end, the present invention provides a product recommendation method, device and computing device to solve or at least alleviate the above existing problems

Method used

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  • A product recommendation method, device and computing device
  • A product recommendation method, device and computing device
  • A product recommendation method, device and computing device

Examples

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Embodiment Construction

[0033] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0034] figure 1 A schematic diagram of a network system 100 according to an embodiment of the present invention is shown. figure 1 The illustrated network system 100 includes a computing device 200, a database 110, and a plurality of clients 120-150. a, figure 1 The network system 100 in the network system is only exemplary. In a specific practical situation, there may be different numbers of computing devices, databases and clie...

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Abstract

The invention discloses a product recommendation method. The method is executed in calculation equipment; a plurality of consumption records of a plurality of users are stored in the calculation equipment; and each consumption record includes characteristic information of a user and consumption products. The method comprises the steps of acquiring the characteristic information of a target user; determining a first recommendation product by use of a first classifier according to the characteristic information of the target user, wherein the first classifier is obtained by training all stored consumption records as samples; determining a second recommendation product by use of a second classifier according to the characteristic information of the target user, wherein the second classifier is obtained by training the plurality of consumption records of the stored consumption products instead of the first recommendation product as samples; and taking the first recommendation product and the second recommendation product as products recommended to the user. The invention also discloses a product recommendation device capable of implementing the above-mentioned method, and the calculation equipment including the above-mentioned device.

Description

technical field [0001] The invention relates to the technical field of data mining, in particular to a product recommendation method, device and computing equipment. Background technique [0002] With the development of technology, especially the rise of online shopping, consumers have more and more products to choose from. Faced with a large number of products, consumers need to spend a lot of time to make choices, and it is difficult to find a product that suits them smoothly. Consumers sometimes turn to salespeople (customer service) for help. However, most salespersons lack systematic technical knowledge and in-depth understanding of products, so they cannot understand the needs of consumers well. They can only recommend products based on experience, and the products they recommend are often difficult to satisfy consumers. [0003] Therefore, there is a need for a product recommendation method to help consumers choose products, or to help salespeople recommend products...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q30/06
CPCG06Q30/0631
Inventor 王碰
Owner BEIJING KNOWNSEC INFORMATION TECH
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