CN115484548A

CN115484548A - Method and device for determining user displacement information and user motion trail

Info

Publication number: CN115484548A
Application number: CN202110664802.2A
Authority: CN
Inventors: 刘浩宇; 林成洪; 陈旭昭
Original assignee: China Mobile Communications Group Co Ltd; China Mobile Xiongan ICT Co Ltd; China Mobile System Integration Co Ltd
Current assignee: China Mobile Communications Group Co Ltd; China Mobile Xiongan ICT Co Ltd; China Mobile System Integration Co Ltd
Priority date: 2021-06-16
Filing date: 2021-06-16
Publication date: 2022-12-16

Abstract

The invention provides a method and a device for determining user displacement information and a user motion track. The method comprises the following steps: the identification information of the target terminal and the identification information of the target WiFi are correlated, and the target terminal and the target WiFi are determined to belong to the same target user; under the condition that the identification information of the target terminal and the identification information of the target WiFi belong to the same target user, correlating the communication signaling of the target terminal and the communication signaling of the target WiFi to determine the displacement information of the target user; wherein the displacement information comprises: the departure time of the target user from the target position and the arrival time of the target user at the target position; the target position is a place corresponding to the target WiFi. The method and the device for determining the user displacement information and the user motion trail can improve the judgment precision of the user displacement information and can also improve the accuracy of user displacement information analysis.

Description

Method and device for determining user displacement information and user motion trail

Technical Field

The invention relates to the technical field of mobile communication, in particular to a method and a device for determining user displacement information and a user motion track.

Background

In the application of mobile big data of an operator, the method has important practical significance for accurately judging the starting and stopping positions of the motion trail of the user. After macroscopic statistics is carried out on the movement tracks of the user groups, a basis can be provided for urban planning and operation.

In the prior art, the user motion track is recorded by the following two methods.

1. And acquiring signaling data of mobile communication and determining a user track. The method queries corresponding latitude and longitude through a series of (time, base station ID) tuples and base station IDs so as to obtain the displacement track of the user, and the latitude and longitude of the base station replaces the latitude and longitude of the user to cause poor positioning accuracy.

2. The user trajectory is determined using MR (Measurement Report) positioning. MR requires more than several times the consumption of electrical energy, computational resources, and therefore MR is not universally used, i.e. covers the entire coverage area, and is available in the full time frame.

Disclosure of Invention

The invention provides a method and a device for determining user displacement information and a user motion track, which are used for solving the technical problem that the judgment of the user displacement information is inaccurate in the prior art.

In a first aspect, the present invention provides a method for determining user displacement information, including:

associating the identification information of the target terminal with the identification information of the target WiFi to determine that the target terminal and the target WiFi belong to the same target user;

under the condition that the identification information of the target terminal and the identification information of the target WiFi belong to the same target user, correlating the communication signaling of the target terminal and the communication signaling of the target WiFi to determine the displacement information of the target user;

wherein the displacement information comprises: the departure time of the target user from the target position and the arrival time of the target user at the target position;

the target position is a place corresponding to the target WiFi.

In one embodiment, the associating the identification information of the target terminal and the identification information of the target WiFi includes at least one of:

determining that the login name corresponding to the identification information of the target WiFi is the same as the target terminal identification corresponding to the identification information of the target terminal;

determining that the payment account corresponding to the identification information of the target WiFi is the same as the payment account corresponding to the identification information of the target terminal;

determining that the target position corresponding to the identification information of the target WiFi is the same as the target user address corresponding to the identification information of the target terminal;

determining that the WiFi internet surfing behavior of the target terminal at the target position is positively correlated with the target user address;

wherein the WiFi internet surfing behavior comprises: wiFi internet access connection frequency and WiFi internet access traffic.

In one embodiment, the associating the identification information of the target terminal with the identification information of the target WiFi includes determining that the WiFi internet access behavior of the target terminal at the target location is positively correlated with the target user address, and the determining that the WiFi internet access behavior of the target terminal at the target location is positively correlated with the target user address includes:

determining that the stay time of the target terminal in the target user address exceeds a first time threshold within a first past preset time period, and determining that the frequency of positive correlation between the WiFi internet surfing behavior and the target user address exceeds a first frequency threshold under the condition that a preset condition is met;

under the condition that the frequency of positive correlation between the WiFi internet surfing behavior and the target user address exceeds the first frequency threshold value, determining that the WiFi internet surfing behavior is positive correlation with the target user address;

the preset conditions include: determining that the WiFi internet connection frequency exceeds a second frequency threshold value in the first preset time period, and/or determining that the WiFi internet traffic exceeds a first traffic threshold value in the first preset time period.

In an embodiment, the associating the communication signaling of the target terminal with the communication signaling of the target WiFi and determining the displacement information of the target user includes:

under the condition that the base station cell corresponding to the communication signaling of the target terminal is determined to cover the target position, determining that the disconnection time of the WiFi internet connection exceeds a second time threshold, and/or determining that the WiFi internet traffic is lower than a second traffic threshold within a second preset time period;

determining that the communication signaling of the target terminal appears in a cell of an adjacent base station in a third preset time period after the disconnection time of the WiFi internet connection is determined to exceed the second time threshold and/or the WiFi internet flow is determined to be lower than the second flow threshold in the second preset time period;

and under the condition that the communication signaling of the target terminal appears in the adjacent base station cell, determining the leaving time of the target user leaving the target position.

In one embodiment, the associating the communication signaling of the target terminal with the communication signaling of the target WiFi and determining the displacement information of the target user further includes:

under the condition that the base station cell corresponding to the communication signaling of the target terminal is determined to cover the target position, determining that the connection time of the WiFi internet connection exceeds a third time threshold, and/or determining that the WiFi internet traffic exceeds a third traffic threshold within a fourth preset time period;

under the condition that the connection time of the WiFi internet connection is determined to exceed the third time threshold and/or the WiFi internet traffic is determined to exceed the third traffic threshold within the fourth preset time period, determining that the stay time of the target terminal at the target position exceeds a fourth time threshold;

and under the condition that the stay time of the target terminal at the target position exceeds a fourth time threshold, determining the arrival time of the target user to the target position.

In a second aspect, the present invention provides a method for determining a user motion trajectory, including:

acquiring displacement information in a preset time period;

determining a motion track of a target user in the preset time period according to each target position in the displacement information and the arrival time and the departure time corresponding to each target position;

wherein the displacement information is the displacement information determined by the user displacement information determination method according to the first aspect.

In a third aspect, the present invention provides an apparatus for determining user displacement information, including:

the first determining module is used for correlating the identification information of the target terminal and the identification information of the target WiFi and determining that the two belong to the same target user;

the second determining module is used for associating the communication signaling of the target terminal with the communication signaling of the target WiFi to determine the displacement information of the target user under the condition that the identification information of the target terminal and the identification information of the target WiFi belong to the same target user;

the target position is a place corresponding to the target WiFi.

In a fourth aspect, the present invention provides an apparatus for determining a motion trajectory of a user, including:

the displacement acquisition module is used for acquiring displacement information in a preset time period;

the track determining module is used for determining the motion track of the target user in the preset time period according to each target position in the displacement information and the arrival time and the departure time corresponding to each target position;

wherein the displacement information is the displacement information determined by the method for determining user displacement information according to the first aspect.

In a fifth aspect, the present invention provides an electronic device, comprising a memory and a memory storing a computer program, wherein the processor implements the steps of the method for determining user displacement information in the first aspect or the steps of the method for determining user motion trajectory in the second aspect when executing the program.

In a sixth aspect, the present invention provides a processor-readable storage medium storing a computer program for causing a processor to execute the steps of the method for determining user displacement information of the first aspect or the steps of the method for determining a user motion trajectory of the second aspect.

According to the method and the device for determining the user displacement information and the user motion trail, the identification information of the target terminal and the identification information of the target WiFi are associated to determine that the target terminal and the target WiFi belong to the same target user, and then the communication signaling of the target terminal and the communication signaling of the target WiFi are associated to determine the displacement information of the target user, so that the user displacement information can be accurately determined, and the determination precision of the user displacement information is improved; and the user track is determined through the user displacement information, so that the accuracy of user displacement information analysis is further improved.

Drawings

In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed for the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.

FIG. 1 is a schematic flow chart of a method for determining user displacement information according to the present invention;

FIG. 2 is a schematic diagram of a communication data processing system architecture for a method for determining user displacement information according to the present invention;

FIG. 3 is a schematic diagram of displacement information of a user displacement information determination method according to the present invention;

FIG. 4 is a second schematic diagram of the displacement information of the user displacement information determination method according to the present invention;

FIG. 5 is a flowchart illustrating a method for determining a motion trajectory of a user according to the present invention;

fig. 6 is a schematic structural diagram of a device for determining user displacement information provided by the present invention;

FIG. 7 is a schematic structural diagram of a device for determining a motion trajectory of a user according to the present invention;

fig. 8 is a schematic structural diagram of an electronic device provided in the present invention.

Detailed Description

In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without inventive step based on the embodiments of the present invention, are within the scope of protection of the present invention.

Fig. 1 is a schematic flow chart of a method for determining user displacement information according to the present invention. Referring to fig. 1, the method for determining user displacement information provided by the present invention includes:

step 110, associating the identification information of the target terminal and the identification information of the target WiFi, and determining that the target terminal and the target WiFi belong to the same target user;

step 120, under the condition that the identification information of the target terminal and the identification information of the target WiFi belong to the same target user, associating the communication signaling of the target terminal and the communication signaling of the target WiFi, and determining displacement information of the target user;

wherein the displacement information comprises: the departure time of the target user from a target position, and the arrival time of the target user at the target position;

the target position is a place corresponding to the target WiFi.

The execution subject of the method for determining the user displacement information provided by the invention is a communication data processing system, and the communication data processing system can be electronic equipment, a component, an integrated circuit or a chip in the electronic equipment. The electronic device may be a mobile electronic device or a non-mobile electronic device.

Optionally, fig. 2 is a schematic diagram of a communication data processing system architecture of the user displacement information determining method provided in the present invention. Referring to fig. 2, the communication data processing system may include: the system comprises a mobile communication signaling acquisition platform, a WiFi signaling/call ticket acquisition platform, a user information data warehouse, a mobile signaling-WiFi association analysis platform and a mobile big data application platform.

Optionally, the WiFi signaling/ticket collection platform, the user information data warehouse, and the mobile signaling-WiFi association analysis platform are newly added to the communication data processing system, and have no significant change to the infrastructure of the mobile communication network, the WiFi network, and the like, and do not affect the original mobile communication and WiFi communication.

Optionally, the mobile communication signaling collection platform receives the mobile communication signaling, and performs necessary preprocessing such as cleaning, deduplication, merging and the like on the mobile communication signaling. The WiFi signaling/ticket acquisition platform is responsible for acquiring WiFi-related signaling and tickets and preprocessing the signaling and the tickets. The user information data warehouse is responsible for gathering various user basic information of the mobile communication network side and the WiFi side, and performing correlation analysis on the user basic information of the two sides. And the mobile signaling-WiFi association analysis platform is responsible for carrying out association analysis on the mobile communication signaling and the WiFi signaling/call ticket. And the mobile big data application platform corrects the original mobile communication signaling big data analysis result by using the output of the mobile communication signaling and WiFi association analysis platform, so that an optimized user track chain is obtained, and further higher-level application analysis is performed.

Optionally, in step 110, the user information data warehouse associates the identification information of the target terminal and the identification information of the target WiFi, and determines that both belong to the same target user. The identification information of the target terminal may be various user basic information of the mobile communication network side, and the identification information of the target WiFi may be various user basic information of the WiFi side. The user basic information may include: the mobile equipment identification code, the mobile phone number, the IP address, the user registration address, the payment account or the WiFi login name and the like.

Optionally, associating the identification information of the target terminal and the identification information of the target WiFi may be an overlapping use of multiple association rules, for example, including: and performing association analysis based on the mobile phone number of the target user and the WiFi login name, or performing association analysis based on the address of the target user and the target position covered by the WiFi side, or performing identification association based on other identification information, which is not particularly limited in the invention. And determining the corresponding users as the same target user by correlating the identification information of the two users.

Optionally, in step 120, based on the same target user, the mobile signaling-WiFi association analysis platform associates the communication signaling of the target terminal with the communication signaling of the target WiFi, and determines the displacement information of the target user. The communication signaling association process may be to associate the user behavior reflected by the mobile communication network side with the user behavior reflected by the WiFi network side.

For example: if the communication signaling of the target terminal reflects that the user does not move when residing in a base station near a residence for a long time, and the target WiFi is subjected to continuous internet surfing behavior in the same period, the correlation analysis shows that the user is at home; if the WiFi internet-surfing behavior of the target user is suddenly interrupted or the internet-surfing flow is remarkably reduced, and the communication signaling of the target terminal reflects that the user moves from a base station near the house to an adjacent base station in a short time later, the correlation analysis shows that the moment when the WiFi internet-surfing behavior is interrupted or the flow is remarkably reduced at that time is the moment when the target user leaves the house, so that the displacement information of the target user can be determined.

Optionally, the displacement information includes: the departure time of the target user from the target position and the arrival time of the target user to the target position; the target position is a place corresponding to the target WiFi. The displacement information may include a target location in the user motion trajectory and a departure time or arrival time from the target location. The target position may be a start position or an arrival position of the user motion trajectory, for example: the target location may be indoor, the displacement behavior may be from indoor to outdoor or from outdoor to indoor by the target user, and the displacement information may include a time when the target user leaves from indoor or a time when the target user arrives at indoor. The displacement behavior includes, for example, commuting to work, the office location is the target position, and the displacement information may be the time when the target user arrives at the office location or the time when the target user leaves the office location. According to the determined displacement information, the commuting time, the commuting radius and the moving speed of the target user can be calculated, and after macroscopic statistics is carried out on a user group, a basis can be provided for urban planning operation.

According to the method for determining the user displacement information, the identification information of the target terminal and the identification information of the target WiFi are correlated to determine that the target terminal and the target WiFi belong to the same target user, and then the communication signaling of the target terminal and the communication signaling of the target WiFi are correlated to determine the displacement information of the target user, so that the user displacement information can be accurately determined, and the determination precision of the user displacement information is improved.

Optionally, the associating the identification information of the target terminal and the identification information of the target WiFi is one or more association rules set based on the identification information of the target terminal and the identification information of the target WiFi, and the number of the association rules and the individual or overlapping use of the association rules are not particularly limited in the present invention.

Optionally, the association rule may include:

rule 1: and determining that the login name of the target WiFi is the same as the target terminal identification. The login name of the target WiFi may be a preset user name, and the target terminal identifier may be a mobile phone number or a mobile device identification code, which is not limited in the present invention.

Rule 2: and determining that the payment account of the target WiFi is the same as that of the target terminal. The normal use of the payment account can ensure the normal internet access functions of the target WiFi and the target terminal.

Rule 3: and determining that the target position corresponding to the target WiFi is the same as the target user address corresponding to the target terminal. The target position is a place corresponding to the target WiFi, and can be a place normally covered by the target WiFi; the destination user address is an address registered when the destination terminal is registered for use, and may be a residential address of the destination user.

Rule 4: determining that the WiFi internet surfing behavior of the target terminal at the target position is positively correlated with the target user address; wherein, the WiFi internet surfing behavior comprises: wiFi internet access connection frequency and WiFi internet access traffic. The WiFi internet behavior is positively correlated with the target user address, which means that the WiFi internet behavior becomes active when the target user is at the target user address.

Rule 5: and determining that the IP address of the target WiFi is the same as the IP address of the target terminal when the target terminal is connected with the WiFi.

According to the method for determining the user displacement information, the user information association rule is set based on the identification information of the target terminal and the identification information of the target WiFi, so that the corresponding relation between the target terminal and the target WiFi can be determined quickly, and the target users corresponding to the target terminal and the target WiFi can be judged to be the same target user accurately.

determining that the stay time of the target terminal in the target user address exceeds a first time threshold in a first past preset time period, and determining that the frequency of the WiFi internet surfing behavior positively correlated with the target user address exceeds a first frequency threshold under the condition that a preset condition is met;

under the condition that the frequency of the WiFi internet surfing behavior positively correlated with the target user address exceeds the first frequency threshold value, the WiFi internet surfing behavior is positively correlated with the target user address;

the preset conditions include: determining that the WiFi internet access frequency exceeds a second frequency threshold value in the first preset time period, and/or determining that the WiFi internet access flow exceeds a first flow threshold value in the first preset time period.

Optionally, determining that the WiFi internet surfing behavior of the target terminal at the target location is positively correlated with the target user address may be determined based on long-term statistics of historical data. The judgment condition may include:

(1) And within a preset time period in the historical data, the staying market of the target user in a certain area exceeds a preset time threshold. For example: the preset time period is from 0 point to 4 points at night, the time threshold is 4 hours, the residence time of the target user in the target user address is 5 hours, and the residence time of the target user in the preset time period at night exceeds the time threshold.

(2) At the same time, wiFi internet behavior becomes active. The WiFi internet behavior may include: and if the WiFi internet connection frequency and the WiFi internet traffic exceed the frequency threshold value in a preset time period, the WiFi internet connection frequency exceeds the frequency threshold value, and the WiFi internet traffic exceeds the traffic threshold value.

(3) And (3) based on historical data, when the condition (1) and the condition (2) are simultaneously met, considering that the current WiFi internet surfing behavior is positively correlated with the target user address. Furthermore, after long-term statistics, when the frequency of the positive correlation between the WiFi internet surfing behavior and the target user address exceeds a preset frequency threshold value, the positive correlation between the WiFi internet surfing behavior at the target position and the target user address is determined.

According to the method for determining the user displacement information, the WiFi internet surfing behavior of the target position is determined to be positively correlated with the target user address through historical data statistics, the corresponding relation between the target terminal and the target WiFi can be determined more accurately, and the judgment precision of the user displacement information is improved.

In an embodiment, the associating the communication signaling of the target terminal with the communication signaling of the target WiFi and determining displacement information of the target user include:

and under the condition that the communication signaling of the target terminal appears in the adjacent base station cell, determining the leaving time of the target user from the target position.

Optionally, the target terminal starts WiFi internet connection, and WiFi can be automatically connected indoors; when the mobile terminal leaves the room, the WiFi internet connection is disconnected; when the mobile terminal enters the room again, the WiFi can be automatically connected again. The user moving behavior is usually accompanied by disconnection or automatic access of the WiFi internet access connection when the user leaves or arrives at the target position, so that the communication signaling of the target terminal and the communication signaling of the target WiFi can be associated.

Alternatively, determining the departure time of the target user from the target position is judged by the following condition. The precondition is that the identification information of the target terminal is associated with the identification information of the target WiFi and the target WiFi to determine that the target terminal and the target WiFi belong to the same target user.

Condition 1: determining a base station cell coverage target position corresponding to a communication signaling of a target terminal;

condition 2: determining that the WiFi internet access behavior of the target user at the target location is changed from active to inactive, for example, includes: determining that the disconnection time of the WiFi internet connection exceeds a preset time threshold value, and/or determining that the WiFi internet traffic is lower than a preset traffic threshold value within a preset time period;

condition 3: and in another preset time period after the preset time period in the condition 2, the communication signaling of the target terminal appears in the cell of the adjacent base station. Another preset period of time may not exceed the time that the target user traverses the residential base station cell at walking speed.

In the case where the above-described 3 conditions are satisfied, the departure time at which the target user departs from the target position is determined. Wherein the departure time may be determined as follows:

mode 1: taking the moment when the disconnection time of the WiFi internet connection exceeds a time threshold value or the moment when the WiFi internet traffic is lower than a second traffic threshold value in a preset period as departure time;

mode 2: taking the moment when the communication signaling of the first target terminal appears after the terminal leaves the WiFi coverage area as the leaving time;

mode 3: and taking the moment when the communication signaling of the target terminal appears in the adjacent base station cell as the leaving time.

Optionally, fig. 3 is one of schematic displacement information diagrams of the user displacement information determining method provided by the present invention. Referring to fig. 3, the displacement information determination manner is exemplified as follows:

in the figure, a house area is a target position, an oval area is a target WiFi coverage area, and a hexagonal area is a current base station cell. When the target user moves to the point B, the communication signaling of the target terminal appears in the adjacent base station cell, and the target user is determined to leave the target area. At this time, the time when the target user leaves the target location may be a time when the communication signaling of the target terminal appears at the point B, may be a time when the communication signaling of the first target terminal appears at the point a, or may be a time when it is determined that the WiFi internet access behavior is inactive at the point C.

According to the method for determining the user displacement information, the accuracy of judging the user displacement information is improved by associating the communication signaling of the target terminal with the communication signaling of the target WiFi; and the target terminal is not needed to be matched, namely, the user displacement information is determined under the condition that the user does not sense, so that the user is prevented from being disturbed.

and under the condition that the stay time of the target terminal at the target position is determined to exceed a fourth time threshold, determining the arrival time of the target user to the target position.

Alternatively, determining the departure time of the target user to reach the target position is judged by the following conditions. The precondition is that the identification information of the target terminal is associated with the identification information of the target WiFi and the target terminal are determined to belong to the same target user.

condition 2: determining that the WiFi internet behavior of the target user at the target location is changed from being inactive to being active includes, for example: determining that the connection time of WiFi internet connection exceeds a preset time threshold and/or determining that the WiFi internet traffic exceeds a preset traffic threshold within a preset time period;

condition 3: the stay time of the target terminal at the target position exceeds a preset time threshold.

In the case where the above-described 3 conditions are satisfied, the arrival time at which the target user arrives at the target position is determined. Wherein, the arrival time can be determined by the following method:

mode 1: the moment when the connection time of the WiFi internet connection exceeds a time threshold or the moment when the WiFi internet traffic exceeds a second traffic threshold within a preset time period is taken as the arrival time;

mode 2: taking the moment when the communication signaling of the first target WiFi appears after the WiFi coverage area is entered as the arrival time;

mode 3: and taking the moment when the stay time of the target terminal at the target position exceeds a preset time threshold as the arrival time.

Optionally, fig. 4 is a second schematic diagram of the displacement information of the user displacement information determining method provided by the present invention. Referring to fig. 4, the displacement information determination manner is exemplified as follows:

in the figure, a house area is a target position, an oval area is a target WiFi coverage area, and a hexagonal area is a current base station cell. When the target user moves to the point A, the communication signaling of the target WiFi appears in the target position, and the target user is determined to reach the target position. At this time, the arrival time of the target user at the target position may be a time when the communication signaling of the first target WiFi appears at the point a, a time when the WiFi internet surfing behavior is determined to be active at the point C, or a time when the stay time at the point C exceeds a preset time threshold.

Fig. 5 is a schematic flow chart of a method for determining a user motion trajectory according to the present invention. Referring to fig. 5, the method for determining the motion trajectory of the user provided by the present invention includes:

step 510, obtaining displacement information in a preset time period;

step 520, determining a motion track of the target user within the preset time period according to each target position in the displacement information and the arrival time and the departure time corresponding to each target position;

and the displacement information is determined according to the determination method of the user displacement information.

The execution subject of the user movement determination method provided by the invention is a communication data processing system, and the communication data processing system can be electronic equipment, a component, an integrated circuit or a chip in the electronic equipment. The electronic device may be a mobile electronic device or a non-mobile electronic device.

Optionally, in step 510, the displacement information is determined according to the method for determining user displacement information provided by the present invention, which is not described herein again.

Optionally, in step 520, a motion trajectory of the target user within a preset time period is determined according to each target position in the displacement information, and an arrival time and a departure time corresponding to each target position. The direction, shape and amplitude of the motion trajectory, etc., and the present invention is not particularly limited.

According to the method for determining the user motion trail, the motion trail is determined through the displacement information, and the accuracy of user displacement information analysis can be improved.

The following describes the device for determining user displacement information provided by the present invention, and the device for determining user displacement information described below and the method for determining user displacement information described above may be referred to in correspondence with each other.

Fig. 6 is a schematic structural diagram of a device for determining user displacement information according to the present invention, as shown in fig. 6, the device includes:

a first determining module 610, configured to associate the identification information of the target terminal and the identification information of the target WiFi, and determine that the two belong to the same target user;

a second determining module 620, configured to associate, when it is determined that the identification information of the target terminal and the identification information of the target WiFi belong to the same target user, a communication signaling of the target terminal and a communication signaling of the target WiFi, and determine displacement information of the target user;

the target position is a place corresponding to the target WiFi.

According to the device for determining the user displacement information, the identification information of the target terminal and the identification information of the target WiFi are correlated to determine that the target terminal and the target WiFi belong to the same target user, and then the communication signaling of the target terminal and the communication signaling of the target WiFi are correlated to determine the displacement information of the target user, so that the user displacement information can be accurately determined, and the determination precision of the user displacement information is improved.

In an embodiment, the second determining module 620 is further specifically configured to:

under the condition that the base station cell corresponding to the communication signaling of the target terminal is determined to cover the target position, determining that the disconnection time of WiFi internet connection exceeds a second time threshold, and/or determining that the WiFi internet flow is lower than a second flow threshold in a second preset time period;

under the condition that the target position is covered by a base station cell corresponding to the communication signaling of the target terminal, determining that the connection time of the WiFi internet connection exceeds a third time threshold value, and/or determining that the WiFi internet traffic exceeds a third traffic threshold value within a fourth preset time period;

under the condition that the connection time of the WiFi internet connection exceeds the third time threshold and/or the WiFi internet flow exceeds the third flow threshold in the fourth preset time period, determining that the stay time of the target terminal at the target position exceeds a fourth time threshold;

The following describes the device for determining a user motion trajectory according to the present invention, and the device for determining a user motion trajectory described below and the method for determining a user motion trajectory described above may be referred to in correspondence.

Fig. 7 is a schematic structural diagram of a device for determining a motion trajectory of a user according to the present invention, as shown in fig. 7, the device includes:

a displacement obtaining module 710, configured to obtain displacement information within a preset time period;

a track determining module 720, configured to determine, according to each target position in the displacement information, and an arrival time and a departure time corresponding to each target position, a motion track of the target user in the preset time period;

The device for determining the user movement track determines the movement track through the displacement information, and can improve the accuracy of user displacement information analysis.

Fig. 8 illustrates a schematic structural diagram of an electronic device, which may include, as shown in fig. 8: a processor (processor) 810, a Communication Interface 820, a memory 830 and a Communication bus 840, wherein the processor 810, the Communication Interface 820 and the memory 830 communicate with each other via the Communication bus 840. The processor 810 may invoke a computer program in the memory 830 to perform the steps of the method of determining user displacement information, including, for example:

the identification information of the target terminal and the identification information of the target WiFi are correlated, and the target terminal and the target WiFi are determined to belong to the same target user;

the target position is a place corresponding to the target WiFi.

Or the processor 810 may invoke a computer program in the memory 830 to perform the steps of the method of determining a user motion trajectory, including, for example:

acquiring displacement information in a preset time period;

In addition, the logic instructions in the memory 830 may be implemented in software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products. Based on such understanding, the technical solution of the present invention or a part thereof which substantially contributes to the prior art may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.

In another aspect, the present invention also provides a computer program product, the computer program product comprising a computer program stored on a non-transitory computer-readable storage medium, the computer program comprising program instructions, which when executed by a computer, enable the computer to perform the method for determining user displacement information provided by the above methods, the method comprising:

the target position is a place corresponding to the target WiFi.

Or the computer can execute the method for determining the motion trail of the user provided by the methods, and the method comprises the following steps:

acquiring displacement information in a preset time period;

On the other hand, an embodiment of the present application further provides a processor-readable storage medium, where the processor-readable storage medium stores a computer program, where the computer program is configured to enable the processor to execute the method for determining user displacement information provided in the foregoing embodiments, and for example, the method includes:

the target position is a place corresponding to the target WiFi.

Or the computer program is configured to enable the processor to execute the method for determining a motion trajectory of a user provided in the foregoing embodiments, for example, the method includes:

acquiring displacement information in a preset time period;

The processor-readable storage medium can be any available medium or data storage device that can be accessed by a processor, including, but not limited to, magnetic memory (e.g., floppy disks, hard disks, magnetic tape, magneto-optical disks (MOs), etc.), optical memory (e.g., CDs, DVDs, BDs, HVDs, etc.), and semiconductor memory (e.g., ROMs, EPROMs, EEPROMs, non-volatile memories (NAND FLASH), solid State Disks (SSDs)), etc.

The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one position, or may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.

Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.

Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims

1. A method for determining user displacement information is characterized by comprising the following steps:

the target position is a place corresponding to the target WiFi.

2. The method according to claim 1, wherein the associating the identification information of the target terminal and the identification information of the target WiFi includes at least one of:

3. The method of claim 2, wherein the associating the identification information of the target terminal with the identification information of the target WiFi includes determining that a WiFi internet access behavior of the target terminal at the target location is positively correlated with a target user address, and the determining that the WiFi internet access behavior of the target terminal at the target location is positively correlated with the target user address includes:

4. The method according to claim 2, wherein the associating the communication signaling of the target terminal with the communication signaling of the target WiFi to determine the displacement information of the target user comprises:

5. The method for determining user displacement information according to claim 4, further comprising:

6. A method for determining a motion trail of a user is characterized by comprising the following steps:

acquiring displacement information in a preset time period;

wherein the displacement information is displacement information determined by the user displacement information determination method according to any one of claims 1 to 5.

7. An apparatus for determining user displacement information, comprising:

the target position is a place corresponding to the target WiFi.

8. An apparatus for determining a motion trajectory of a user, comprising:

9. An electronic device comprising a processor and a memory storing a computer program, wherein the processor when executing the computer program performs the steps of the method for determining user displacement information according to any one of claims 1 to 5 or the steps of the method for determining a user motion trajectory according to claim 6.

10. A processor-readable storage medium, characterized in that the processor-readable storage medium stores a computer program for causing a processor to perform the steps of the method for determining user displacement information according to any one of claims 1 to 5 or the steps of the method for determining a user's motion trajectory according to claim 6.