E-commerce platformproduct exhibition method based on time nodes

An e-commerce platform and time node technology, applied in the field of e-commerce platform merchandise display, can solve problems such as poor user shopping, influence, and backwardness, and achieve the effect of increasing purchase desire and increasing sales.

Inactive Publication Date: 2016-12-07
广州泰沃技术有限公司
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Problems solved by technology

[0003] When shopping online, users often buy many kinds of goods, so that they can enjoy goods from all over the world without leaving home. However, in the existing technology, in many cases, online shopping platforms push some Products that the public likes, or simply push some products that users may have purchased based on the user's recent purchase behavior. This push method is not only backward, but also has a bad influence on the user's shopping

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  • E-commerce platformproduct exhibition method based on time nodes

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Embodiment Construction

[0030] In order to make the technical means, creative features, goals and effects achieved by the present invention easy to understand, the present invention will be further described below in conjunction with specific embodiments.

[0031] see figure 1 , the present invention provides a technical solution: a method for displaying commodities on an e-commerce platform according to time nodes, comprising the following steps:

[0032] Step S1, data collection, in different databases, obtain the user’s commodity browsing and purchase data information from the e-commerce platform through web crawlers or website public APIs, or adopt distributed architecture Chukwa, Flume and Scribe, from e-commerce Obtain the user's commodity browsing and purchase data information on the platform;

[0033] Step S2, data preprocessing, importing all the data collected from various distributed databases into a large database, performing centralized processing on the data, extracting the characteris...

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Abstract

The invention provides an e-commerce platformproduct exhibition method based on time nodes. The e-commerce platformproduct exhibition method comprises the following steps that S1, data acquisition is performed; S2, data preprocessing is performed; S3, data storage is performed, and preprocessed feature information and training examples are stored in a database; S4, data analysis is performed; S5, commodity pushing is performed, thepurchase predisposition of a user is mined according to database association rules, time nodes when the user browses commodities are mixed, a purchaseregression model is obtained according to commoditybrowse of the use and the weights of purchase data information, and commodities suitable at the moment are pushed according to the corresponding relation between the training examples and the purchaseregression model when the user browses commodities. Compared with the prior art, the e-commerce platformproduct exhibition method has the following advantages that when the user performs online shopping, the commodities suitable at the moment can be pushed, the buying inclination of the user is increased, and accordingly the sale volumes of merchants are increased.

Description

technical field [0001] The invention is a method for displaying commodities on an e-commerce platform according to time nodes, and belongs to the technical field of computer data processing. Background technique [0002] In recent years, with the continuous and rapid development of information technology and the Internet, e-commerce has become more and more prominent in society and life, and e-commerce systems provide users with more and more choices. At the same time, the rapid expansion of e-commerce scale makes users spend a lot of time browsing irrelevant products. For sellers, it is their urgent hope to recommend products to users in the most suitable way. With the advent of the era of big data, the products on e-commerce websites are growing at an exponential rate, which is unimaginable both in terms of quantity and type, which makes it more difficult to quickly and accurately obtain the products you want. The Internet is like a double-edged sword, although to a large...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06Q30/02G06Q30/06
CPCG06F16/2465G06F16/221G06F16/254G06F16/951G06F2216/03G06Q30/0201G06Q30/0255G06Q30/0277G06Q30/0631
Inventor 李易春
Owner 广州泰沃技术有限公司
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