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Method and device for determining permanent resident population and electronic equipment

A technology for determining the method and population, applied in the field of big data, can solve the problems of manpower consumption, long implementation period, and inability to grasp the dynamic change characteristics of information, so as to reduce the time cost and labor cost, and reduce the implementation period.

Active Publication Date: 2020-03-06
智慧足迹数据科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, these traditional acquisition methods require a lot of manpower and a lot of time to acquire, costly, involve many people, difficult to organize, high technical requirements, long implementation cycle, and can only acquire quasi-static information, unable to grasp the dynamic characteristics of information
For cities with a large population base and a high proportion of floating population, these traditional acquisition methods are more difficult to implement effectively

Method used

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  • Method and device for determining permanent resident population and electronic equipment
  • Method and device for determining permanent resident population and electronic equipment
  • Method and device for determining permanent resident population and electronic equipment

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0029] see figure 1 A flow chart of a method for determining the permanent population is shown, the method for determining the permanent population includes the following steps:

[0030] Step S102, acquiring signaling data; the above signaling data includes user identifiers of multiple users, signaling interaction time of each user, and identifier of a base station for each signaling interaction.

[0031]Signaling data is in the wireless communication system, in addition to transmitting user information, in order to make the whole network work in an orderly manner, it is used to ensure the control signals required for normal communication of mobile terminals. Mobile terminals can be mobile phones, tablet computers, etc., a A mobile terminal corresponds to a user. The user ID is used to number the mobile terminal (that is, the user). The signaling interaction time records the total time spent on each signaling interaction (for example, call time, time for the mobile terminal t...

Embodiment 2

[0040] The embodiment of the present invention also provides another method for determining the resident population; this method is implemented on the basis of the method in the above-mentioned embodiment; the method focuses on determining the resident data of each base station based on the signaling data and the pre-acquired base station location table The specific implementation method.

[0041] Such as figure 2 A flow chart of another method for determining the resident population is shown, the method includes the following steps:

[0042] Step S202, acquiring signaling data; the signaling data includes user IDs of multiple users, signaling interaction time of each user, and ID of a base station for each signaling interaction.

[0043] Compared with other data sources, the signaling data of mobile phones has significant advantages: the sample rate is extremely high (the rate of ownership and usage of mobile phones has reached a very high proportion), there is no group dif...

Embodiment 3

[0088] Corresponding to the above-mentioned method embodiment, the embodiment of the present invention provides a permanent resident population determination device, such as Figure 4 A structural schematic diagram of a resident population determination device shown, the resident population determination device includes:

[0089] The signaling data acquisition module 41 is configured to acquire signaling data; the signaling data includes identifications of multiple users, signaling interaction time of each user and identification of base stations for each signaling interaction;

[0090] The resident data determination module 42 is configured to determine the resident data based on the signaling data and the pre-acquired base station location table; the resident data includes the resident time of each user at each base station location;

[0091] The area resident data determination module 43 is used to determine the area resident data based on the resident data and pre-acquired...

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Abstract

The invention provides a permanent resident population determination method and device and electronic equipment. The method comprises the following steps: acquiring signaling data; wherein the signaling data comprises user identifiers of a plurality of users, signaling interaction time of each user and identifiers of base stations for signaling interaction; determining residence data of each basestation based on the signaling data and a pre-acquired base station position table; determining area residence data of each area based on the residence data and preset area boundary data; and inputting the regional resident data into a permanent resident population model trained in advance based on a Bayesian algorithm to obtain permanent resident population of each region output by the permanentresident population model. In the mode, only a small amount of signaling data is needed for reckoning permanent resident population, a large amount of manpower does not need to be consumed to use a large amount of time for investigation and statistics, time cost and labor cost can be reduced, the implementation period can be shortened, dynamic change characteristics can be obtained, and the methodcan be used for cities with large population cardinal numbers and high floating population proportions.

Description

technical field [0001] The present invention relates to the field of big data technology, in particular to a method, device and electronic equipment for determining the resident population. Background technique [0002] At present, the traditional acquisition methods of urban permanent population include: manual observation and counting, multi-year census or sampled residents travel questionnaires and other methods. However, these traditional acquisition methods require a lot of manpower and a lot of time to acquire, costly, involve many people, difficult to organize, high technical requirements, long implementation cycle, and can only acquire quasi-static information, unable to grasp the dynamic characteristics of information . For cities with a large population base and a high proportion of floating population, these traditional acquisition methods are more difficult to implement effectively. Contents of the invention [0003] In view of this, the purpose of the presen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04W4/02H04W4/20G06F17/18
CPCG06F17/18H04W4/02H04W4/20
Inventor 陆俊贤张岩李振军
Owner 智慧足迹数据科技有限公司
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