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Product recommendation method and device based on genetic algorithm, equipment and storage medium

A genetic algorithm and product technology, applied in the field of artificial intelligence, can solve problems such as less software and difficult product recommendation technology, and achieve the effect of improving accuracy and efficiency

Pending Publication Date: 2021-11-30
PING AN TECH (SHENZHEN) CO LTD
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, there are few softwares on the market that can accurately predict the future cash flow of enterprises through big data models. At the same time, in different product recommendation scenarios, due to the large amount of product data on the big data platform, it is difficult to implement product recommendation technology. Therefore, for Enterprise intelligently recommends less software for investment product service solutions

Method used

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  • Product recommendation method and device based on genetic algorithm, equipment and storage medium
  • Product recommendation method and device based on genetic algorithm, equipment and storage medium
  • Product recommendation method and device based on genetic algorithm, equipment and storage medium

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Embodiment Construction

[0050]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0051] The genetic algorithm-based product recommendation method provided by the embodiments of the present invention can be applied to a genetic algorithm-based product recommendation device. In some embodiments, the genetic algorithm-based product recommendation device is set in a computer device. In some embodiments, the computer device includes, but is not limited to, one or more of a smartphone, a tablet computer, a laptop computer, and the lik...

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Abstract

The embodiment of the invention relates to the field of artificial intelligence, and discloses a product recommendation method, device based on a genetic algorithm, and equipment and a storage medium, and the method comprises the steps: obtaining data flow information which comprises product information and customer information; inputting the data flow information into a pre-trained cash flow prediction model to obtain a prediction result of cash flow data in the data flow information; obtaining a first sample training data set, and inputting the first sample training data set into a preset genetic algorithm model for training to obtain an investment portfolio recommendation model; and inputting the data flow information and the prediction result into the portfolio recommendation model, determining a target recommended product, and sending the target recommended product to the client terminal, so as to accurately predict the flow direction condition of the cash flow data of the client, realize intelligent recommendation of investment products for the client, and improve the accuracy and efficiency of product recommendation. The invention relates to a block chain technology, for example, a data stream can be written into a block chain so as to be used for scenes such as data evidence obtaining.

Description

technical field [0001] The present invention relates to the field of artificial intelligence, in particular to a product recommendation method, device, equipment and storage medium based on a genetic algorithm. Background technique [0002] At present, there are few softwares on the market that can accurately predict the future cash flow of enterprises through big data models. At the same time, in different product recommendation scenarios, due to the large amount of product data on the big data platform, it is difficult to implement product recommendation technology. Therefore, for There are fewer softwares for enterprises to intelligently recommend investment product service solutions. Therefore, how to realize efficient, accurate and intelligent product recommendation is a major issue. Contents of the invention [0003] Embodiments of the present invention provide a product recommendation method, device, equipment, and storage medium based on genetic algorithms, which ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/12G06Q30/06G06F16/9535
CPCG06N3/126G06Q30/0631G06F16/9535G06F18/214
Inventor 潘敏刘志强彭莉文广明
Owner PING AN TECH (SHENZHEN) CO LTD
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