CN113795020A - User characteristic determination method and system and electronic equipment - Google Patents
User characteristic determination method and system and electronic equipment Download PDFInfo
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- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/20—Transfer of user or subscriber data
- H04W8/205—Transfer to or from user equipment or user record carrier
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/021—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W76/00—Connection management
- H04W76/30—Connection release
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
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- H04W8/20—Transfer of user or subscriber data
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Abstract
The application provides a user characteristic determination method, a user characteristic determination system and electronic equipment, and relates to the technical field of communication. The user characteristic determination method comprises the following steps: first, the target base station may release the user equipment having established the radio resource control connection in response to a first control instruction transmitted by the base station management apparatus. Then, the target base station may determine each user equipment existing in the target area according to the re-received radio resource control connection request, and transmit a data request to each user equipment. Finally, the target base station may send the feature data to the data management device after receiving the feature data sent by each user device, so that the data management device determines the user features in the target area according to the feature data. Thus, the user characteristics of the off-line specific store can be determined, and the off-line store is helped to realize accurate marketing.
Description
[ technical field ] A method for producing a semiconductor device
The present application relates to the field of communications technologies, and in particular, to a method, a system, and an electronic device for determining user characteristics.
[ background of the invention ]
In recent years, in the field related to advertising marketing, more and more merchants have started to analyze user characteristics using big data technology to realize accurate marketing.
In the current technical solution, a data acquisition algorithm is usually used to acquire user data that is interested by a merchant after obtaining user consent when a user uses a terminal device, and then user characteristics are obtained according to the acquired user data. However, this method is mainly directed to online users, and how to efficiently acquire user characteristics of a specific offline store is a problem to be solved currently.
[ summary of the invention ]
The embodiment of the application provides a user characteristic determination method, a user characteristic determination system and electronic equipment, which can be used for determining the user characteristic of a specific offline store and helping the offline store to realize accurate marketing.
In a first aspect, an embodiment of the present application provides a user characteristic determining method, where the method is applied to a target base station, and includes: releasing the user equipment which establishes the radio resource control connection in response to a first control instruction sent by the base station management equipment; determining each user equipment existing in the target area according to the radio resource control connection request received again; sending a data request to each user equipment existing in the target area, and receiving characteristic data sent by each user equipment; and sending the characteristic data to data management equipment so that the data management equipment determines the user characteristics in the target area according to the characteristic data.
In one possible implementation manner, in response to a first control instruction sent by a base station management device, releasing a user equipment that has established a radio resource control connection includes: and responding to a first control instruction sent by the base station management equipment, and executing a TAC (cell identity) changing operation of tracking area codes so as to release the user equipment which has established the radio resource control connection.
In one possible implementation manner, in response to a first control instruction sent by a base station management device, releasing a user equipment that has established a radio resource control connection includes: determining an execution cycle of TAC change operation in response to a first control instruction sent by base station management equipment; and executing the TAC change operation at corresponding time according to the execution period, thereby releasing the user equipment which has established the radio resource control connection.
In one possible implementation manner, sending the feature data to a data management device includes: generating a characteristic data table according to the acquisition time of each characteristic data; and sending the characteristic data table to the data management equipment according to a set time interval.
In a second aspect, an embodiment of the present application provides a user characteristic determining method, where the method is applied to a data management device, and includes: receiving characteristic data of each user equipment in a target area, which is sent by a target base station; and determining the user characteristics in the target area according to the characteristic data.
In one possible implementation manner, the receiving feature data of each user equipment in a target area sent by a target base station includes: and receiving a characteristic data table sent by the target base station, wherein the characteristic data table comprises characteristic data of each user equipment in the target area and acquisition time of the characteristic data.
In one possible implementation manner, the feature data includes an international mobile subscriber identity IMSI; determining the user characteristics in the target area according to the characteristic data, comprising: sending an information query request to user equipment to which each IMSI belongs; responding to the confirmation information sent by each user equipment, and respectively inquiring the user information corresponding to each IMSI; determining the user characteristics in the target area within a time period corresponding to the acquisition time according to the inquired user information; wherein the user characteristics comprise a passenger flow characteristic, an age distribution characteristic, a gender distribution characteristic, a consumption capability distribution characteristic and a consumption preference characteristic.
In a third aspect, an embodiment of the present application provides a user characteristic determining apparatus, including: the response module is used for responding to a first control instruction sent by the base station management equipment and releasing the user equipment which establishes the radio resource control connection; a determining module, configured to determine, according to the re-received radio resource control connection request, each user equipment existing in the target area; a request module, configured to send a data request to each user equipment existing in the target area, and receive feature data sent by each user equipment; and the sending module is used for sending the characteristic data to data management equipment so that the data management equipment determines the user characteristics in the target area according to the characteristic data.
In a fourth aspect, an embodiment of the present application provides a user characteristic determining apparatus, including: the receiving module is used for receiving the characteristic data of each user equipment in the target area, which is sent by the target base station; and the execution module is used for determining the user characteristics in the target area according to the characteristic data.
In a fifth aspect, an embodiment of the present application provides an electronic device, including: at least one processor; and at least one memory communicatively coupled to the processor, wherein: the memory stores program instructions executable by the processor, the processor being capable of performing the method of the first aspect when invoked by the processor.
In a sixth aspect, an embodiment of the present application provides an electronic device, including: at least one processor; and at least one memory communicatively coupled to the processor, wherein: the memory stores program instructions executable by the processor, the processor being capable of performing the method of the second aspect when invoked by the processor.
In a seventh aspect, an embodiment of the present application provides a user characteristic determining system, including: a base station management device, a target base station, and a data management device; the base station management equipment is used for sending a first control instruction to the target base station; the target base station is used for responding to the first control instruction and releasing the user equipment which has established the radio resource control connection; determining each user equipment existing in the target area according to the radio resource control connection request received again; sending a data request to each user equipment existing in the target area, and receiving characteristic data sent by each user equipment; sending the characteristic data to a data management device; and the data management equipment is used for determining the user characteristics in the target area according to the characteristic data.
In an eighth aspect, embodiments of the present application provide a computer-readable storage medium storing computer instructions that cause the computer to perform the method according to the first and second aspects.
In the above technical solution, first, the target base station may release the ue that has established the rrc connection in response to the first control instruction sent by the bs management apparatus. Then, the target base station may determine each user equipment existing in the target area according to the re-received radio resource control connection request, and transmit a data request to each user equipment. Finally, the target base station can send the feature data sent by each user equipment to the data management equipment, so that the data management equipment determines the user features in the target area according to the feature data. Thus, the user characteristics of the off-line specific store can be determined, and the off-line store is helped to realize accurate marketing.
[ description of the drawings ]
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of a user characteristic determination system according to an embodiment of the present application;
fig. 2 is a flowchart of a user characteristic determination method according to an embodiment of the present application;
fig. 3 is a flowchart of another user characteristic determination method provided in the embodiment of the present application;
fig. 4 is a schematic structural diagram of a user characteristic determining apparatus according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of another user characteristic determining apparatus provided in an embodiment of the present application;
fig. 6 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
[ detailed description ] embodiments
For better understanding of the technical solutions of the present application, the following detailed descriptions of the embodiments of the present application are provided with reference to the accompanying drawings.
It should be understood that the embodiments described are only a few embodiments of the present application, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The terminology used in the embodiments of the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in the examples of this application and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
Fig. 1 is a schematic structural diagram of a user characteristic determination system according to an embodiment of the present application. As shown in fig. 1, a user characteristic determination system 10 provided in an embodiment of the present application may include: a base station management device 11, a target base station 12, and a data management device 13.
The target base station 12 may be a 4G full-system base station. The 4G full-standard base station may include a communication board card of each operator network, and may provide a wireless communication service for user equipment of each operator. The target base station 12 may be located in the target area to provide wireless communication services to the user equipments in the target area and to acquire the characteristic data of the user equipments in the target area. The target area may be any area where off-line stores are located.
The base station management apparatus 11 can perform configuration and control of relevant parameters for the target base station 12.
The data management device 13 may provide a big data analysis function, and perform big data analysis on the feature data of the user equipment reported by the target base station 12, so as to obtain the user features in the target area.
The user characteristic determining system provided by the embodiment of the application can be used for executing the user characteristic determining method provided by the embodiment of the application, so that the user characteristic of the off-line store is determined.
Fig. 2 is a flowchart of a user characteristic determining method provided in an embodiment of the present application, and as shown in fig. 2, the user characteristic determining method may include:
In this embodiment, the base station management device may send the first control instruction to the target base station according to a set time interval.
And 102, the target base station responds to the first control instruction and releases the user equipment which establishes the radio resource control connection.
It should be noted that the user equipment in the embodiment of the present application may include user equipment under each operator network. The target base station responds to the first Control instruction, and can release the user equipment which establishes Radio Resource Control (RRC) connection under each operator network through the communication board card corresponding to each operator network. Thereby, the re-establishment of the RRC connection between the user equipment and the target base station under each operator network can be triggered.
In the embodiment of the present application, for convenience of description, an execution flow in any operator network is taken as an example for explanation.
Specifically, the target base station may release the user equipment having established the RRC connection by triggering a Tracking Area Update (TAU) operation of the user equipment.
Note that the Tracking Area update means that when the user equipment moves from one Tracking Area (TA) to another TA, location registration must be performed again on the new TA. When the ue initiates the TAU operation, it needs to release the RRC connection with the original base station and establish the RRC connection with the new TA base station.
Based on the communication flow, in the embodiment of the present application, the target base station may passively initiate a TAU by actively changing a Tracking Area Code (TAC) mode. Thereby, the connected user equipment may be released.
In executing the TAC changing operation, in one possible implementation, the target base station may execute the TAC changing operation in response to the received first control instruction. In another possible implementation manner, the target base station may determine an execution period of the TAC changing operation in response to the received first control instruction. Accordingly, the target base station can perform the TAC change operation at a corresponding time based on the determined execution period. Here, the execution cycle of the TAC changing operation may be set in advance, for example, may be set to 5 minutes.
It should be noted that, after the TAC changing operation is performed, the target base station may maintain the set time length in the new TAC state. Thus, the following method flow can be made to have a sufficient execution time. Wherein, the set time length is less than the time length of the execution period of the TAC change operation. For example, 10 seconds may be set.
And 103, the target base station determines each user equipment in the target area according to the radio resource control connection request received again.
In the technical field of wireless communication, after initiating a TAU procedure, a user equipment needs to send an RRC connection request to a base station of a new TA.
In the embodiment of the present application, because the TAC is actively initiated by the target base station, the base station corresponding to the new TA is still the target base station itself. Thus, as shown in fig. 3, after releasing each connected user equipment by changing the TAC, the target base station can receive the RRC connection request transmitted by each user equipment in the target area again. Therefore, the target base station can determine each user equipment existing in the current target area again, and accordingly the flowing situation of the personnel can be obtained.
It should be noted that, similar to the step 102, in this embodiment, the communication boards corresponding to the operator networks may respectively receive the radio resource control connection requests in the respective networks, and respectively determine the user equipments in the respective networks.
As shown in fig. 3, after receiving the RRC connection request transmitted by each user equipment, the target base station may transmit an RRC connection response to each user equipment, thereby establishing an RRC connection with each user equipment.
Further, as shown in fig. 3, after the RRC connection establishment is successful, each ue may send a TAU request to the target base station. In response to the received TAU request, the target base station may send a data request to the respective user equipment. The data request may be for obtaining feature data of the respective user equipment. The feature data of the ue may include, for example, an International Mobile Subscriber Identity (IMSI). It should be noted that the IMSI can be used to distinguish different user equipments in the cellular network. As soon as the user equipment of one mobile network needs to interwork with other mobile networks, the IMSI has to be used.
In the embodiment of the application, the communication board card corresponding to each operator network can respectively receive the characteristic data sent by the user equipment under each network.
And step 105, the target base station sends the received characteristic data to the data management equipment.
After receiving the characteristic data sent by each user equipment, the target base station may generate a characteristic data table according to the acquisition time of each characteristic data. Specifically, the communication board card corresponding to each operator network may generate the characteristic data table corresponding to the user equipment in each network.
Then, the target base station may send the generated characteristic data report to the data management device according to the set time interval. Specifically, each communication board card may send the generated characteristic data table to the main control board of the target base station, and then the main control board periodically uploads each characteristic data table to the data management device.
Further, as shown in fig. 3, after the characteristic data is sent to the data management device, the target base station may restore the original TAC. Therefore, the influence on the normal communication service can be avoided.
And step 106, the data management equipment determines the user characteristics in the target area according to the characteristic data.
In the embodiment of the application, the data management device can store user information of all users under each operator network. It should be noted that the data management device may be a user database that is established by an operator after authorization of a user. That is, the user information in the data management apparatus is collected on the basis of the user authorization.
After receiving the feature data transmitted by the target base station, the data management device may query the user information corresponding to each feature data, respectively, based on the user information of the total number of users. The user information may include, for example, age information, gender information, consumption data, and the like.
Specifically, to protect user privacy, after receiving the feature data of the user device, the data management device may first send an information query request to each user device. The information query request may be used to request that the user approve querying the user information. Furthermore, the information query request can also be used for explaining the reason for querying the user information and the specific use of the user information to the user.
After receiving the confirmation information sent by the user equipment, the data management equipment may query the user information corresponding to the feature data of each user equipment. Therefore, the corresponding user information can be inquired on the basis of obtaining the user consent, and the user privacy is protected.
Then, the data management device may determine, according to the queried user information, user characteristics in the target area within a time period corresponding to each acquisition time. The user characteristics include, for example, a passenger flow characteristic, an age distribution characteristic, a gender distribution characteristic, a consumption capability distribution characteristic, a consumption preference characteristic, and the like.
Further, after determining the user characteristics, the data management device may also send service information to each user device. The service information may be welcome information, product push information, etc. And the data management equipment can also compare the user characteristics in each time period, so as to summarize the change trend of the user characteristics in all days, all weeks or all months.
In the above technical solution, first, the target base station may release the ue that has established the rrc connection in response to the first control instruction sent by the bs management apparatus. Then, the target base station may determine each user equipment existing in the target area according to the re-received radio resource control connection request, and transmit a data request to each user equipment. Finally, the target base station can send the feature data sent by each user equipment to the data management equipment, so that the data management equipment determines the user features in the target area according to the feature data. Therefore, the user characteristics of the off-line specific store can be acquired, and the off-line specific store is helped to realize accurate marketing.
Fig. 4 is a schematic structural diagram of a user characteristic determining apparatus according to an embodiment of the present application. As shown in fig. 4, the user characteristic determination device may include: a response module 41, a determination module 42, a request module 43, and a sending module 44.
A response module 41, configured to release the ue that has established the rrc connection in response to the first control instruction sent by the base station management apparatus.
And a determining module 42, configured to determine, according to the re-received rrc connection request, each ue existing in the target area.
A request module 43, configured to send a data request to each user equipment existing in the target area, and receive feature data sent by each user equipment.
And a sending module 44, configured to send the feature data to the data management device, so that the data management device determines the user feature in the target area according to the feature data.
In a specific implementation manner, the response module 41 is specifically configured to, in response to a first control instruction sent by the base station management device, perform a TAC changing operation of tracking area coding, so as to release the user equipment that has established a radio resource control connection.
In a specific implementation manner, the response module 41 is specifically configured to determine an execution cycle of a TAC change operation in response to a first control instruction sent by the base station management device; and according to the execution period, performing TAC change operation at corresponding time, thereby releasing the user equipment which has established the radio resource control connection.
In a specific implementation manner, the sending module 44 is specifically configured to generate a feature data table according to the acquisition time of each feature data; and sending the characteristic data table to the data management equipment according to the set time interval.
Fig. 5 is a schematic structural diagram of another user characteristic determination apparatus according to an embodiment of the present application. As shown in fig. 5, the user characteristic determination device may include: a receiving module 51 and an executing module 52.
A receiving module 51, configured to receive feature data of each user equipment in the target area sent by the target base station.
And the execution module 52 is configured to determine the user characteristics in the target area according to the characteristic data.
In a specific implementation manner, the receiving module 51 is specifically configured to receive a feature data table sent by the target base station, where the feature data table includes feature data of each user equipment in the target area and an acquisition time of the feature data.
In a specific implementation manner, the feature data includes an international mobile subscriber identity IMSI, and the execution module 52 is specifically configured to send an information query request to a user equipment to which the IMSI belongs; responding to the confirmation information sent by the user equipment, and respectively inquiring the user information corresponding to each IMSI; determining the user characteristics in the target area within a time period corresponding to the acquisition time according to the inquired user information; the user characteristics comprise passenger flow characteristics, age distribution characteristics, gender distribution characteristics, consumption capability distribution characteristics and consumption preference characteristics.
Fig. 6 is a schematic structural diagram of an electronic device according to an embodiment of the present application. As shown in fig. 6, the electronic device may include at least one processor; and at least one memory communicatively coupled to the processor, wherein: the memory stores program instructions executable by the processor, and the processor calls the program instructions to execute the user characteristic determination method provided by the embodiment of the application.
The electronic device may be a user characteristic determination device, and the embodiment does not limit the specific form of the electronic device.
FIG. 6 illustrates a block diagram of an exemplary electronic device suitable for use in implementing embodiments of the present application. The electronic device shown in fig. 6 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 6, the electronic device is in the form of a general purpose computing device. Components of the electronic device may include, but are not limited to: one or more processors 410, a memory 430, and a communication bus 440 that connects the various system components (including the memory 430 and the processors 410).
Electronic devices typically include a variety of computer system readable media. Such media may be any available media that is accessible by the electronic device and includes both volatile and nonvolatile media, removable and non-removable media.
A program/utility having a set (at least one) of program modules, including but not limited to an operating system, one or more application programs, other program modules, and program data, may be stored in memory 430, each of which examples or some combination may include an implementation of a network environment. The program modules generally perform the functions and/or methodologies of the embodiments described herein.
The electronic device may also communicate with one or more external devices (e.g., keyboard, pointing device, display, etc.), one or more devices that enable a user to interact with the electronic device, and/or any devices (e.g., network card, modem, etc.) that enable the electronic device to communicate with one or more other computing devices. Such communication may occur via communication interface 420. Furthermore, the electronic device may also communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public Network such as the Internet) via a Network adapter (not shown in FIG. 6) that may communicate with other modules of the electronic device via the communication bus 440. It should be appreciated that although not shown in FIG. 6, other hardware and/or software modules may be used in conjunction with the electronic device, including but not limited to: microcode, device drivers, Redundant processing units, external disk drive Arrays, disk array (RAID) systems, tape Drives, and data backup storage systems, among others.
The processor 410 executes various functional applications and data processing, for example, implementing the user characteristic determination method provided in the embodiment of the present application, by executing the program stored in the memory 430.
The embodiment of the present application further provides a computer-readable storage medium, where the computer-readable storage medium stores computer instructions, and the computer instructions enable the computer to execute the user characteristic determination method provided in the embodiment of the present application.
The computer-readable storage medium described above may take any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a Read Only Memory (ROM), an Erasable Programmable Read Only Memory (EPROM), a flash Memory, an optical fiber, a portable compact disc Read Only Memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
In the description herein, reference to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the application. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present application, "plurality" means at least two, e.g., two, three, etc., unless specifically limited otherwise.
Any process or method descriptions in flow charts or otherwise described herein may be understood as representing modules, segments, or portions of code which include one or more executable instructions for implementing steps of a custom logic function or process, and alternate implementations are included within the scope of the preferred embodiment of the present application in which functions may be executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those reasonably skilled in the art of the present application.
The word "if" as used herein may be interpreted as "at … …" or "when … …" or "in response to a determination" or "in response to a detection", depending on the context. Similarly, the phrases "if determined" or "if detected (a stated condition or event)" may be interpreted as "when determined" or "in response to a determination" or "when detected (a stated condition or event)" or "in response to a detection (a stated condition or event)", depending on the context.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and there may be other divisions in actual implementation, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
The above description is only exemplary of the present application and should not be taken as limiting the present application, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the scope of protection of the present application.
Claims (10)
1. A user characteristic determination method is applied to a target base station and comprises the following steps:
releasing the user equipment which establishes the radio resource control connection in response to a first control instruction sent by the base station management equipment;
determining each user equipment existing in the target area according to the radio resource control connection request received again;
sending a data request to each user equipment existing in the target area, and receiving characteristic data sent by each user equipment;
and sending the characteristic data to data management equipment so that the data management equipment determines the user characteristics in the target area according to the characteristic data.
2. The method of claim 1, wherein releasing the UE with the RRC connection established in response to the first control command sent by the BS management device comprises:
and responding to a first control instruction sent by the base station management equipment, and executing a TAC (cell identity) changing operation of tracking area codes so as to release the user equipment which has established the radio resource control connection.
3. The method of claim 1, wherein releasing the UE with the RRC connection established in response to the first control command sent by the BS management device comprises:
determining an execution cycle of TAC change operation in response to a first control instruction sent by base station management equipment;
and executing the TAC change operation at corresponding time according to the execution period, thereby releasing the user equipment which has established the radio resource control connection.
4. The method of claim 1, wherein sending the characterization data to a data management device comprises:
generating a characteristic data table according to the acquisition time of each characteristic data;
and sending the characteristic data table to the data management equipment according to a set time interval.
5. A user characteristic determination method is applied to a data management device and comprises the following steps:
receiving characteristic data of each user equipment in a target area, which is sent by a target base station;
and determining the user characteristics in the target area according to the characteristic data.
6. The method of claim 5, wherein receiving the characteristic data of each user equipment in the target area sent by the target base station comprises:
and receiving a characteristic data table sent by the target base station, wherein the characteristic data table comprises characteristic data of each user equipment in the target area and acquisition time of the characteristic data.
7. The method of claim 6, wherein the feature data comprises an International Mobile Subscriber Identity (IMSI); determining the user characteristics in the target area according to the characteristic data, comprising:
sending an information query request to user equipment to which each IMSI belongs;
responding to the confirmation information sent by each user equipment, and respectively inquiring the user information corresponding to each IMSI;
determining the user characteristics in the target area within a time period corresponding to the acquisition time according to the inquired user information;
wherein the user characteristics comprise a passenger flow characteristic, an age distribution characteristic, a gender distribution characteristic, a consumption capability distribution characteristic and a consumption preference characteristic.
8. A user characteristic determination system, comprising:
a base station management device, a target base station, and a data management device;
the base station management equipment is used for sending a first control instruction to the target base station;
the target base station is used for responding to the first control instruction and releasing the user equipment which has established the radio resource control connection;
determining each user equipment existing in the target area according to the radio resource control connection request received again;
sending a data request to each user equipment existing in the target area, and receiving characteristic data sent by each user equipment;
sending the characteristic data to a data management device;
and the data management equipment is used for determining the user characteristics in the target area according to the characteristic data.
9. An electronic device, comprising:
at least one processor; and
at least one memory communicatively coupled to the processor, wherein:
the memory stores program instructions executable by the processor, the processor invoking the program instructions to perform the method of any of claims 1 to 4.
10. An electronic device, comprising:
at least one processor; and
at least one memory communicatively coupled to the processor, wherein:
the memory stores program instructions executable by the processor, the processor invoking the program instructions to perform the method of any of claims 5 to 7.
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