Recommendation method and device, electronic device and readable storage medium

A recommendation method and normalization technology, applied in the field of recommendation, can solve the problem that the products are not accurate and poor, and can only recommend users to browse or the popularity is relatively high, so as to reduce the time-consuming effect.

Pending Publication Date: 2019-09-03
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, in the technical scheme of recommending information based on users’ attention to products, the recommendation is generally based on information such as the user’s historical behavior data and product popularity. On the one hand, the disadvantage is that the generalization performance of the products is relatively poor. Products with relatively high popularity, and currently users often give a general-concept product (the so-called general-concept product generally refers to a certain category of products, and the category can be large or small, such as "a bag of rice", "a bag of 10KG rice", "A ba...

Method used

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  • Recommendation method and device, electronic device and readable storage medium
  • Recommendation method and device, electronic device and readable storage medium
  • Recommendation method and device, electronic device and readable storage medium

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Experimental program
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Embodiment 1

[0030] refer to figure 1 , which shows a flow chart of the steps of a recommended method embodiment of the present disclosure, which may specifically include the following steps:

[0031] Step 101, obtaining the historical information of the user;

[0032] In the field of product recommendation for users, recommendations are usually made based on the user's historical behavior data and the corresponding product characteristics, requiring the user to have a clear target product, and the embodiments of the present disclosure are based on the user's historical information, such as including historical One or more of browsing information, historical consumption information, and historical subscription information. Taking historical subscription information as an example, filtering the user's shopping intention from the user's historical subscription information is pan-concept commodity information, and pan-concept commodity generally refers to a certain There are three categories...

Embodiment 2

[0050] refer to figure 2 , which shows a flow chart of the steps of a recommended method embodiment of the present disclosure, which may specifically include the following steps:

[0051] Step 201, obtaining user's historical information;

[0052] This step is the same as step 101 and will not be described in detail here.

[0053] Step 202, the historical information includes one or more of historical browsing information, historical search information, historical subscription information, historical consumption information, and historical consumption cycle, then according to the historical information, determine the key needs of the user steps, including:

[0054] Sub-step S1, obtaining browsing keywords and historical browsing volumes corresponding to the browsing keywords according to the historical browsing information;

[0055] and / or,

[0056] Sub-step S2, obtaining search keywords and historical search frequencies corresponding to the search keywords according to...

Embodiment 3

[0114] refer to image 3 , which shows a structural block diagram of a recommended device embodiment of the present disclosure, and may specifically include the following modules:

[0115] A historical information acquisition module 301, configured to acquire the user's historical information;

[0116] A key demand determining module 302, configured to determine the key demand of the user according to the historical information;

[0117] Candidate Commodity Extraction Module 303, configured to extract candidate commodities that match the key requirements in the preset merchant list database;

[0118] Commodity sales information extraction module 304, configured to extract the commodity sales information of the candidate commodities;

[0119] A cost-effective index determination module 305, configured to obtain a commodity sales cost-effective index that meets the key requirements according to the commodity sales information;

[0120] The product display module 306 is config...

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Abstract

The invention provides a recommendation method and device, an electronic device and a readable storage medium. The recommendation method comprises the steps of obtaining the historical information ofa user; determining a key demand of the user according to the historical information; extracting the candidate commodities matched with the key requirements from a preset merchant list database; extracting the commodity sales information of the candidate commodities; according to the commodity sales information, obtaining a commodity sales cost performance index meeting the key requirement; and according to the commodity sales cost performance index, displaying the commodity aiming at the commodity sales information to the user, so that the problem that in the prior art, the commodities recommended according to the user requirements need to be further screened by users is solved.

Description

technical field [0001] The present disclosure relates to the technical field of recommendation, and in particular to a recommendation method, a recommendation device, electronic equipment and a readable storage medium. Background technique [0002] Obtaining the user's consumption tendency according to the search behavior information provided by the user, and recommending corresponding products to the user is a widely used commodity recommendation method at present. [0003] In the existing technology, in the technical scheme of recommending information based on users’ attention to products, the recommendation is generally based on information such as the user’s historical behavior data and product popularity. On the one hand, the disadvantage is that the generalization performance of the products is relatively poor. Products with relatively high popularity, and currently users often give a general-concept product (the so-called general-concept product generally refers to a ...

Claims

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Application Information

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IPC IPC(8): G06Q30/06G06F16/9535
CPCG06F16/9535G06Q30/0631
Inventor 史亦隆曾轲李容
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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