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Method and related device for identifying user type based on signaling data

A technology of signaling data and user types, applied in the field of big data, can solve the problems that it is difficult to fully grasp the overall size of migrants, employment status, migration and flow, high degree of manual participation, and low frequency of investigation, so as to improve identification efficiency and Effects of accuracy, low survey frequency, and small sample size

Active Publication Date: 2022-05-17
智慧足迹数据科技有限公司
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Problems solved by technology

This survey method has high manual participation, small sample size, low survey frequency, and certain risks. It is difficult to fully grasp the real-time data on the overall size of migrants, employment status, migration and flow, etc.

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  • Method and related device for identifying user type based on signaling data
  • Method and related device for identifying user type based on signaling data
  • Method and related device for identifying user type based on signaling data

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Embodiment Construction

[0018] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0019] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art wi...

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Abstract

The present invention provides a method for identifying user types based on signaling data and related devices. The method includes: extracting user characteristics corresponding to the user to be identified from the signaling data and geographical information data of the user to be identified within a preset time period; The features are input into the pre-trained recognition model, and whether the user to be recognized is the target user type is output; wherein, the recognition model is trained according to the specific user characteristics of the target user type. The embodiment of the present invention can combine signaling data and geographic information data to determine the user characteristics of the user to be identified, and then use the pre-trained identification model to identify the user characteristics, so that the user type of the user to be identified can be determined, which greatly improves the user type. recognition efficiency and accuracy.

Description

technical field [0001] The present invention relates to the field of big data technology, in particular, to a method and a related device for identifying a user type based on signaling data. Background technique [0002] With the increasing pace of urban construction, the flow of people between urban and rural areas is becoming more and more frequent. Studying the types of floating people has important implications for transportation management, labor security, housing and public service allocation, economic consumption vitality, social security governance, and urbanization patterns. , resource consumption and environmental protection are extremely important. [0003] At present, the traditional user type identification method is to use the sampling survey method for statistical monitoring. This survey method has a high degree of manual participation, a small sample size, low survey frequency, and certain risks. It is difficult to fully grasp the real-time data on the overa...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06F16/29
CPCG06F16/29G06F18/23G06F18/214G06F18/24
Inventor 屈永慧桂朝闫嘉谌伟璋张岩李凯希李振军
Owner 智慧足迹数据科技有限公司
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