A product recommendation method and device integrating manufacturer similarity

A recommended method, a manufacturer's technology, applied in business, data processing applications, instruments, etc., to achieve the effect of increasing data processing speed, reducing system resource requirements, and reducing resource consumption

Active Publication Date: 2020-09-08
SHANDONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the limitations of traditional recommendation algorithms, the present invention provides a product recommendation method and device that integrates manufacturer similarity. recommend

Method used

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  • A product recommendation method and device integrating manufacturer similarity
  • A product recommendation method and device integrating manufacturer similarity
  • A product recommendation method and device integrating manufacturer similarity

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Embodiment Construction

[0035] Below in conjunction with accompanying drawing and example the present invention will be further described:

[0036] In the product recommendation method that integrates manufacturer similarity of the present invention, the user communicates between the client and the server to obtain product information of the product he is interested in from the server; and the server can also return to the client where the user is. Product information recommended by users.

[0037] The characteristic information of the user includes: user's source region, preferred product subcategory, price range, brand, style, color, material, user activity, user integrity and other attribute fields.

[0038] The feature information of the product includes: attribute fields such as product subcategory, price, brand, style, color, material, information quality rating, popularity, attention, and release time.

[0039] The user's attention degree information on products includes: each user's attentio...

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Abstract

The invention provides a product recommendation method and device fusing manufacturer similarity. The method includes the steps of: obtaining relation information and generating product-enterprise relation network topology with product and enterprise being nodes; obtaining product and enterprise information and storing the information according to the product-enterprise relation network topology; calculating the proportion of a shared supplier of any two manufacturers in total suppliers so as to obtain enterprise business similarity; determining a recommended product set formed by a plurality of products; associating the recommended product set with a product manufacturer, and storing the associated product manufacturer in a product manufacturer set; optionally selecting a manufacturer from the manufacturer set, and screening manufacturers whose similarity to enterprise business of the manufacturer is larger than or equal to a preset enterprise business similarity threshold value and storing in a recommended manufacturer set; and according to the product-enterprise relation network topology, screening recommended products associated with the recommended manufacturer set from the recommended product set.

Description

technical field [0001] The invention is oriented to the fields of manufacturing and product sales, and relates to a product recommendation method and device integrating manufacturer similarity. Background technique [0002] With the rapid development of society and the Internet, homogenization has become a very common feature in all walks of life. Under the influence of homogenization characteristics, it is not conducive to consumers to correctly identify and purchase the commodities they really need. At the same time, the intensified division of labor in the manufacturing industry and even the formation of a large global procurement market have made it very convenient to purchase key components, leaving only differences in product appearance. Traditional consumers are in a disadvantaged position in the purchase process. They can only know the price, appearance, performance and other factors of the product, but they have no way of knowing more product-related information. ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q30/02
CPCG06Q30/0251G06Q30/0255
Inventor 刘杨刘士军王立强孟祥旭潘丽武蕾杨承磊
Owner SHANDONG UNIV
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