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Same-person identification method, device and equipment and storage medium

An identification method and identification device technology, which is applied in the field of big data processing, can solve the problems of high technical realization threshold, cumbersome implementation process, and poor implementability, and achieve the effect of eliminating data islands, solving cumbersome identification process, and easy implementation

Pending Publication Date: 2020-12-29
GUANGZHOU XIAOPENG CONNECTIVITY TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there are many disadvantages in fan identification in this way, such as cumbersome implementation process, high threshold for technical implementation, poor implementability, etc.

Method used

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  • Same-person identification method, device and equipment and storage medium
  • Same-person identification method, device and equipment and storage medium
  • Same-person identification method, device and equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0060] In view of the above-mentioned defects in the existing fan recognition, the inventor actively researches and innovates based on years of rich practical experience and professional knowledge in big data algorithm processing, and cooperates with the application of academic theories, in order to create an easy-to-understand and easy-to-implement The same person identification method with strong scalability and low calculation cost makes it more practical. After continuous research, design and repeated trials and improvements, the present invention with real practical value is finally created.

[0061] see figure 1 , figure 1 It is a schematic flow chart of a method for identifying colleagues disclosed in an embodiment of the present invention. Such as figure 1 As shown, the same person identification method may include the following steps:

[0062] S101. Obtain user information data of each service domain and an association relationship between each user information da...

Embodiment 2

[0078] see image 3 , image 3 It is a schematic flow chart of another method for identifying colleagues disclosed in the embodiment of the present invention. In this embodiment, on the basis of the technical solution provided in the first embodiment, after assigning a unique identifier to each connected subgraph in the undirected connected graph, the method is further optimized. Explanations of terms that are the same as or corresponding to the above embodiments will not be repeated here. Specifically, the method provided in this embodiment may also include the following steps:

[0079] Periodically acquire new user information data in each business domain and new association relationships between each of the user information data;

[0080] adding the newly added user information data as a new node to the undirected connected graph;

[0081] Connect the user information data associated with each other in the undirected connected graph through the undirected edge according ...

Embodiment 3

[0123] see Figure 6 , Figure 6 It is a schematic flow chart of another method for identifying colleagues disclosed in the embodiment of the present invention. In this embodiment, on the basis of the technical solution provided in the first embodiment, after assigning a unique identifier to each connected subgraph in the undirected connected graph, the method is further optimized. Explanations of terms that are the same as or corresponding to the above embodiments will not be repeated here. Specifically, the method provided in this embodiment may also include the following steps:

[0124] According to the generation time of the user information data, statistically analyze the user's behavior trajectory corresponding to each connected subgraph to determine the degree of interest of each user;

[0125] According to the degree of interest, corresponding content information is pushed to corresponding users or corresponding customer service is provided.

[0126] Based on the ab...

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Abstract

The embodiment of the invention relates to a same-person identification method and device, equipment and a storage medium. The method comprises the steps of obtaining user information data of each service domain and an association relationship between the user information data; constructing an undirected connected graph according to the user information data and the association relationship, eachnode in the undirected connected graph corresponding to one piece of user information data, and each undirected edge corresponding to one association relationship; and assigning a unique identifier isto each connected sub-graph in the undirected connected graph. According to the embodiment of the invention, the same person is identified by utilizing the undirected connected graph, the behavior characteristics of the same user in the whole domain of the company can be connected in series, a data island is eliminated, understanding and landing are easy, the expandability is strong, the calculation cost is low, and the problems that in the prior art, the recognition process is tedious, the technical implementation threshold is high, and the landing performance is poor are effectively solved,and high application and popularization value is achieved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of big data processing, and in particular, to a method, device, device and storage medium for identifying people. Background technique [0002] With the maturity of Internet technology, people's consumption and behavior habits have undergone tremendous changes, and the ways people connect to the Internet are also developing in multiple ways. In daily life, users can connect to the business systems of a company in different domains through mobile APP, PC, WeChat applet, H5, O2O anytime and anywhere, so that users can browse, query or consult relevant information. content of interest. Correspondingly, different behavior characteristic data of the same user will be generated in the business systems of different domains of the company. Before processing, these behavioral feature data may be isolated from each other, not only cannot be used, but also not easy to manage. Therefore, for ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535
CPCG06F16/9535
Inventor 钟奇孙昌青蔡龙颜
Owner GUANGZHOU XIAOPENG CONNECTIVITY TECH CO LTD
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