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Data collection method and device based on user portrait and order analysis and storage medium

A data collection and user technology, applied in the field of data sorting, can solve problems such as inability to provide more suitable service recommendations for user portraits, and inability to create user portraits for customers.

Pending Publication Date: 2021-07-02
天天惠民(北京)智能物流科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present invention is to provide a data collection method, device, and storage medium based on user portraits and order analysis; solve the problem that user portraits are mainly concentrated on the platform side, and on the merchant side, although there is a lot of customer basic information, it is impossible to establish in-depth information on customers. Hierarchical user portraits, so that when providing further services to customers, it is impossible to provide more suitable service recommendations based on user portraits

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  • Data collection method and device based on user portrait and order analysis and storage medium
  • Data collection method and device based on user portrait and order analysis and storage medium

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Embodiment Construction

[0037] The present invention will be further elaborated below in conjunction with the accompanying drawings and specific embodiments. It should be noted here that although the descriptions of these embodiments are used to help the understanding of the present invention, they are not intended to limit the present invention. Specific structural and functional details disclosed herein are for purposes of describing example embodiments of the invention only. However, the invention may be embodied in many alternative forms and should not be construed as limited to the embodiments set forth herein.

[0038] It should be understood that for the term "and / or" that may appear in this article, it is only an association relationship describing associated objects, indicating that there may be three relationships, for example, A and / or B may indicate: A exists alone, B alone exists, and A and B exist at the same time; for the term " / and" that may appear in this article, it describes anoth...

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Abstract

The invention discloses a data collection method and device based on user portrait and order analysis and a storage medium, and the method comprises the following steps: obtaining user order data, matching user portraits information, inputting the queried user portraits information into a pre-trained preset event probability prediction model, and if the occurrence probability of the preset event corresponding to the user identifier exceeds the preset threshold, collecting the user into the information set corresponding to the preset event, and matching the user portrait of the user in the information set of the user portrait by adopting the basic attribute data in the order information of the user and the identifier of the user, and analyzing the probability that the user possibly generates the preset event by using a pre-trained preset event probability prediction model to obtain a user information set which meets the requirement and possibly generates the preset event; the customer group is effectively analyzed, the preset event of the customer is evaluated, and more suitable service recommendation can be provided in the further service recommendation process.

Description

technical field [0001] The invention belongs to the field of data arrangement, and in particular relates to a data collection method, device and storage medium based on user portrait and order analysis. Background technique [0002] After the Internet gradually enters the era of big data, all behaviors of consumers will be visualized in front of enterprises. The focus of enterprises has also begun to focus more and more on how to use big data to provide accurate services to users; thus, user portraits have emerged as the times require. [0003] User portrait, that is, user information labeling, is to perfectly abstract the whole picture of a user after collecting and analyzing the data of the user's social attributes, living habits, behavior and other main information. User portraits are actually mining the hidden value information, analyzing and summarizing the user's characteristic behavior; currently it is widely used in B2C, telecommunications and other fields. [0004...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06K9/62
CPCG06Q30/0201G06F18/2415G06F18/214
Inventor 张伟
Owner 天天惠民(北京)智能物流科技有限公司