CN109803228B - Method, device and equipment for positioning service hotspot area and readable medium - Google Patents
Method, device and equipment for positioning service hotspot area and readable medium Download PDFInfo
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Abstract
The invention provides a method, a device, equipment and a readable medium for positioning a service hotspot region, wherein the method comprises the following steps: acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday; generating graphic identifiers on preset map layers respectively according to the user home address, the resident address and the resident address; dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area. The method and the device can determine the service hot spot area on holidays so as to perform network guarantee on the determined service hot spot area in advance.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a method, an apparatus, a device, and a readable medium for locating a service hotspot area.
Background
In recent years, B2I2C users have been rapidly developed, and the satisfaction of B2I2C users directly affects company public praise and business development, so it is important to make network security for B2I2C users.
With the release of policies such as unlimited traffic, especially during holidays such as spring festival, network load in some local areas suddenly increases, and traffic hot spots and explosion spots continuously burst. Therefore, how to determine the service hot spot area in holidays so as to make network guarantee in advance before the holidays come is a problem which needs to be solved urgently today.
Disclosure of Invention
The invention provides a method, a device, equipment and a readable medium for positioning a service hot spot area, which can determine the service hot spot area in holidays so as to perform network guarantee on the determined service hot spot area in advance.
In a first aspect, the present invention provides a method for locating a service hotspot area, including:
acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday;
generating graphic identifiers on preset map layers respectively according to the user home address, the resident address and the resident address;
dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area.
Further, the determining the density value corresponding to each grid structure according to the distribution data of the graphic identifiers in the grid structures includes:
for each of the grid structures, determining a first number of graphical identifiers falling within the grid structure;
determining a second number of graphic identifiers which do not fall within the grid structure but can be covered by a coverage area formed according to a preset rule;
taking the sum of the first number and the second number as the density value of the grid structure.
Further, the obtaining the user home address of each user includes:
sending a user home address acquisition request to a server storing the identity card information of each user;
and receiving the user home address in each piece of identity card information extracted and sent by the server according to the user home address acquisition request.
Further, the acquiring a resident address of each user includes:
sending a resident address acquisition request carrying a first time period to a quality platform server which stores each base station address visited by each user and the number of visits to visit each base station address;
and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address with the access frequency exceeding a preset access frequency threshold value in the first time period from each base station address visited by each user by the quality platform server and is used as the resident address.
Further, the acquiring the residence address of each user on the target holiday includes:
sending a resident address acquisition request carrying a target holiday time period to a quality platform server storing each base station address visited by each user;
and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the address of the base station visited in the target holiday period from the addresses of the base stations visited by each user by the quality platform server and is used as the resident address.
Further, the generating graphic identifiers on preset map layers respectively for the user home address, the resident address and the resident address includes:
respectively identifying the user home address, the resident address and the resident address, and converting the addresses into corresponding longitude and latitude information;
and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
In a second aspect, the present invention provides a service hotspot area positioning device, including:
the address acquisition unit is used for acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday;
the graphic identifier generating unit is used for respectively generating graphic identifiers on a preset map layer according to the user home address, the resident address and the resident address;
and the hot spot area positioning unit is used for dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area.
Further, the hotspot area locating unit is configured to determine, for each of the grid structures, a first number of graphical identifiers falling within the grid structure; determining a second number of graphic identifiers which do not fall within the grid structure but can be covered by a coverage area formed according to a preset rule; taking the sum of the first number and the second number as the density value of the grid structure.
Further, the address obtaining unit is configured to send a user home address obtaining request to a server storing the identification card information of each user; and receiving the user home address in each piece of identity card information extracted and sent by the server according to the user home address acquisition request.
Further, the address obtaining unit is configured to send a resident address obtaining request carrying a first time period to a quality platform server storing each base station address visited by each user and the number of times of visiting each base station address; and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address with the access frequency exceeding a preset access frequency threshold value in the first time period from each base station address visited by each user by the quality platform server and is used as the resident address.
Further, the address obtaining unit is configured to send a resident address obtaining request carrying a target holiday time period to a quality platform server storing addresses of base stations visited by each user; and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the address of the base station visited in the target holiday period from the addresses of the base stations visited by each user by the quality platform server and is used as the resident address.
Further, the graphic identifier generating unit is configured to identify the user home address, the resident address, and convert the user home address, the resident address, and the resident address into corresponding longitude and latitude information; and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
In a third aspect, the present invention provides a device for locating a service hotspot area, including: a memory and a processor;
the memory for storing a computer program;
wherein the processor executes the computer program in the memory to implement the method of any one of the first aspect.
In a fourth aspect, the invention provides a computer-readable storage medium having stored thereon a computer program for execution by a processor to perform the method of any of the first aspects.
The invention provides a method, a device, equipment and a readable medium for positioning a service hot spot area, which are characterized in that a user attribution address of each user, a resident address of each user and a resident address of each user in a target holiday are obtained, then graphic identifiers are respectively generated on a preset map layer aiming at each address, and then the map layer comprising the graphic identifiers is divided into a plurality of network structures according to the preset size, so that the density value of each network structure can be determined according to the distribution condition of the graphic identifiers on the network structures, the service hot spot area can be determined according to the determined density value, namely the area corresponding to at least one network structure with the maximum size is the required service hot spot area, and then the determined service hot spot area can be subjected to network guarantee in advance.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and together with the description, serve to explain the principles of the disclosure.
Fig. 1 is a flowchart of a method for locating a service hotspot area according to an embodiment of the present invention;
fig. 2 is a flowchart of a service hotspot area positioning method provided in the second embodiment of the present invention;
fig. 3 is a schematic structural diagram of a service hotspot area positioning device according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of a service hotspot area positioning device according to a fifth embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. 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 invention.
Fig. 1 is a flowchart of a method for locating a service hotspot area according to an embodiment of the present invention, which is exemplarily illustrated by applying the method provided in the embodiment to a service hotspot area locating device, as shown in fig. 1, the method includes:
step 101: and acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday.
In practical application, the execution subject of this embodiment may be a service hot spot area positioning device, which may be program software or a medium storing a related computer program, such as a usb disk; alternatively, the service hotspot area positioning device may also be an entity device integrated or installed with a related computer program, for example, a chip, an intelligent terminal, a computer, a server, and the like.
In this embodiment, the home address of the user is an address on the user id card, the resident address of the user may be an address where the user frequently lives, or an address of a base station that the user frequently visits, and the resident address of the user on the target holiday may be an actual address where the user resides on the target holiday, or an address of a base station that the user visits on the target holiday. To improve the efficiency of area location, area location may be performed in units of provinces, for example, in Jiangsu province, the addresses required to be obtained may include: for all B2IC2 cards transacted with an identity card belonging to Jiangsu province, the user attribution address on the identity card corresponding to each B2I2C card, the resident address of the user corresponding to each B2I2C card, and the resident address of the user corresponding to each B2I2C card on the target holiday, wherein the target holiday includes spring festival, New year, mid-autumn festival, national celebration, and the like. Further, since the amount of data to be processed is very large, the area can be located in units of the market.
Step 102: and generating graphic identifiers on preset map layers respectively according to the user home address, the resident address and the resident address.
In this embodiment, in order to solve the problem that the graphical identifier is not easily changed after a generation error and further improve the working efficiency, three map layers may be preset, the graphical identifier is generated at a corresponding position on one of the map layers for each type of address, and finally, the processed three map layers are superimposed into one map layer. The pattern identifier may be set according to actual requirements, for example, the pattern identifier is a dot, an ellipse, a triangle, a pentagram, or the like.
Step 103: dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area.
The size of the grid structure can be set according to actual requirements, such as 50 (millimeters) × 50 (millimeters).
In this embodiment, the determination method of the density value corresponding to each grid structure may include at least the following two manners, one of which is to determine, for each grid structure, the number of graphic identifiers falling within the current grid structure, and use the determined number as the density value of the current grid structure, where the processing rate of the embodiment is relatively fast; another way of determining is to determine, for each grid structure, a first number of graphical identifications falling within the grid structure; determining a second number of graphic identifiers which do not fall in the grid structure but can be covered by a coverage area formed according to a preset rule; the sum of the first number and the second number is used as the density value of the grid structure, and the embodiment can improve the accuracy of the service hotspot area positioning.
The embodiment of the invention provides a service hot spot area positioning method, which comprises the steps of obtaining a user attribution address of each user, a resident address of each user and a resident address of each user in a target holiday, respectively generating a graphic identifier on a preset map layer according to each address, and dividing the map layer comprising the graphic identifier into a plurality of network structures according to a preset size, so that the density value of each network structure can be determined according to the distribution condition of the graphic identifiers on the network structures, the service hot spot area can be determined according to the determined density value, namely, the area corresponding to at least one network structure with the maximum relative value is the required service hot spot area, and then network guarantee can be carried out on the determined service hot spot area in advance.
Fig. 2 is a flowchart of a service hotspot area positioning method provided in the second embodiment of the present invention, as shown in fig. 2, the method may include:
step 201: and sending a user home address acquisition request to a server storing the identity card information of each user.
Step 202: and receiving the user attribution address in each piece of identity card information extracted and sent by the server according to the user attribution address acquisition request.
In this embodiment, taking Jiangsu province as an example, all the B2IC2 cards handled by the identity cards belonging to Jiangsu province are used to obtain the user attribution addresses on the identity cards corresponding to the B2I2C cards respectively. In order to reduce workload and improve work efficiency, the obtained user home address may be subjected to deduplication processing, and then a graphical identifier may be generated on a preset map layer for the user home address obtained after the deduplication processing.
Step 203: and sending a resident address acquisition request carrying the first time period to a quality platform server which stores the addresses of the base stations visited by each user and the number of times of visiting each base station address.
In this embodiment, the first time period may be set according to actual requirements, for example, the first time period is within the last week based on the time when the permanent address obtaining request is sent.
Step 204: and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address with the access frequency exceeding a preset access frequency threshold value in a first time period from each base station address visited by each user by the quality platform server and is used as the resident address.
In this embodiment, the resident address of the user is an address of a base station that the user frequently visits.
Step 205: and sending a resident address acquisition request carrying the target holiday time period to a quality platform server storing each base station address visited by each user.
In the embodiment, the target holiday time period can be set according to actual requirements, for example, the target holiday time period can be the spring festival period in recent years.
Step 206: and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address visited in the target holiday period from each base station address visited by each user by the quality platform server and is used as the resident address.
In this embodiment, the camping address is an address of a base station that the user frequently visits.
Step 207: and respectively identifying the home address, the resident address and the resident address of the user, and converting the home address, the resident address and the resident address into corresponding longitude and latitude information.
Step 208: and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
In this embodiment, for the resident address, a graphical identifier different from the other two types of addresses may be used, for example, the other two types of addresses both use the origin, and the resident address uses a five-pointed star, or, the graphical identifier is the same as the graphical identifier used by the other two types of addresses, but the color is different, for example, the other two types of addresses both use the red origin, and the resident address uses the blue origin, so as to distinguish the resident addresses, so as to prioritize the determined service hot spot regions in the following process, and perform network provisioning on the service hot spot regions with high priority.
Step 209: dividing the map layer into a plurality of grid structures according to the preset size, determining the density value corresponding to each grid structure according to the distribution data of each graphic identifier in the grid structures, and determining the area corresponding to the grid structure with the highest density value as a service hot spot area.
In this embodiment, the map layer may be divided into a plurality of grid structures according to a preset size of 50 (millimeters) × 50 (millimeters), and then, for each grid structure, a first number of graphic identifiers falling within the grid structure may be determined; determining a second number of graphic identifiers which do not fall in the grid structure but can be covered by a coverage area formed according to a preset rule; and taking the sum of the first quantity and the second quantity as a density value of the grid structure, wherein the preset rule can be set according to actual requirements, and if a circle is formed by taking the center of the corresponding graphic identifier as an origin and r as a radius, the circle is a coverage area formed by the corresponding graphic identifier according to the preset rule. For example, if there are 8 pattern identifiers falling in the grid structure No. 1, the first number is 8, and the other grid structures fall in the grid structure No. 1, but the formed primitive can cover 2 pattern identifiers falling in the grid structure No. 1, the second number is 2, and the density value corresponding to the grid structure No. 1 is 8+2 — 10. By sorting the density values, one or two or more density values with the maximum relative density values can be determined, then grid structures corresponding to the density values are determined, and areas corresponding to the grid structures are determined as service hot spot areas.
It should be noted that, in order to further narrow the area range, after determining several grid structures with the relatively largest density values, for each grid structure, it is also possible to identify an area with a denser pattern identifier in the current grid structure, and then draw a circle with a preset radius by using the center of the area (around which a large number of pattern identifiers surround) as the origin, and then the area covered by the formed circle is used as a service hot spot area.
Moreover, the corresponding grid structure can be highlighted by corresponding colors according to the corresponding relation between the preset density value interval and different colors, so that the grid structure with higher density value can be displayed according to the colors, and a user can visually determine the grid structure with higher density value.
According to the embodiment of the invention, the first quantity of the graphic identifications falling in the grid structure is determined, the second quantity of the graphic identifications which do not fall in the grid structure but can be covered by the coverage area formed according to the preset rule is determined, and the sum of the first quantity and the second quantity is used as the density value of the grid structure, so that the accuracy of the positioning of the service hotspot area can be improved. And when the graphic identifier is generated, the resident address is distinguished from other two types of addresses, and then each determined service hot spot area can be prioritized subsequently, so that network guarantee is preferentially carried out on the service hot spot area with high priority.
Fig. 3 is a schematic structural diagram of a service hotspot area positioning device provided in the third embodiment of the present invention, including:
an address obtaining unit 301, configured to obtain a user home address of each user, a resident address of each user, and a resident address of each user on a target holiday;
a graphic identifier generating unit 302, configured to generate a graphic identifier on a preset map layer for each of the user home address, the resident address, and the resident address;
the hot spot area positioning unit 303 is configured to divide the map layer into a plurality of grid structures according to a preset size, determine a density value corresponding to each grid structure according to distribution data of each graphic identifier in the plurality of grid structures, and determine an area corresponding to a grid structure with a relatively highest density value as a service hot spot area.
In this embodiment, the service hotspot area positioning device of this embodiment can execute the service hotspot area positioning method provided in the first embodiment of the present invention, and the implementation principles thereof are similar, and are not described herein again.
The embodiment of the invention acquires the user home address of each user, the resident address of each user and the resident address of each user in the target holiday, generates the graphic identifier on the preset map layer aiming at each address respectively, and then divides the map layer comprising the graphic identifier into a plurality of network structures according to the preset size, so that the density value of each network structure can be determined according to the distribution condition of the graphic identifier on the network structures, thereby determining the service hot spot area through the determined density value, namely, the area corresponding to at least one network structure with the maximum density value is the required service hot spot area, and further performing network guarantee on the determined service hot spot area in advance.
The fourth embodiment of the present invention provides a schematic structural diagram of a service hot spot area positioning device, which is based on the third embodiment,
the hot spot area positioning unit is used for determining a first number of the graphic identifications falling in the grid structure aiming at each grid structure; determining a second number of graphic identifiers which do not fall within the grid structure but can be covered by a coverage area formed according to a preset rule; taking the sum of the first number and the second number as the density value of the grid structure.
Further, the address obtaining unit is configured to send a user home address obtaining request to a server storing the identification card information of each user; and receiving the user home address in each piece of identity card information extracted and sent by the server according to the user home address acquisition request.
Further, the address obtaining unit is configured to send a resident address obtaining request carrying a first time period to a quality platform server storing each base station address visited by each user and the number of times of visiting each base station address; and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address with the access frequency exceeding a preset access frequency threshold value in the first time period from each base station address visited by each user by the quality platform server and is used as the resident address.
Further, the address obtaining unit is configured to send a resident address obtaining request carrying a target holiday time period to a quality platform server storing addresses of base stations visited by each user; and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the address of the base station visited in the target holiday period from the addresses of the base stations visited by each user by the quality platform server and is used as the resident address.
Further, the graphic identifier generating unit is configured to identify the user home address, the resident address, and convert the user home address, the resident address, and the resident address into corresponding longitude and latitude information; and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
In this embodiment, the service hotspot area positioning device of this embodiment can execute the service hotspot area positioning method provided in the second embodiment of the present invention, and the implementation principles thereof are similar, and are not described herein again.
According to the embodiment of the invention, the first quantity of the graphic identifications falling in the grid structure is determined, the second quantity of the graphic identifications which do not fall in the grid structure but can be covered by the coverage area formed according to the preset rule is determined, and the sum of the first quantity and the second quantity is used as the density value of the grid structure, so that the accuracy of the positioning of the service hotspot area can be improved. And when the graphic identifier is generated, the resident address is distinguished from other two types of addresses, and then each determined service hot spot area can be prioritized subsequently, so that network guarantee is preferentially carried out on the service hot spot area with high priority.
Fig. 4 is a schematic structural diagram of a service hotspot area positioning device provided in the fifth embodiment of the present invention, including: a memory 401 and a processor 402.
The memory 401 is used for storing a computer program.
Wherein the processor 402 executes the computer program in the memory 401 to implement the method provided in any embodiment.
An embodiment of the present invention provides a computer-readable storage medium, on which a computer program is stored, the computer program being executed by a processor to implement the method provided in any embodiment.
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It will be understood that the present disclosure is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims (10)
1. A method for locating a service hotspot area is characterized by comprising the following steps:
acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday;
generating graphic identifiers on preset map layers respectively according to the user home address, the resident address and the resident address;
dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area;
the determining the density value corresponding to each grid structure according to the distribution data of each graphic identifier in the plurality of grid structures includes:
for each of the grid structures, determining a first number of graphical identifiers falling within the grid structure;
determining a second number of graphic identifiers which do not fall within the grid structure but can be covered by a coverage area formed according to a preset rule;
taking the sum of the first number and the second number as the density value of the grid structure.
2. The method of claim 1, wherein the obtaining the user home address of each user comprises:
sending a user home address acquisition request to a server storing the identity card information of each user;
and receiving the user home address in each piece of identity card information extracted and sent by the server according to the user home address acquisition request.
3. The method of claim 1, wherein obtaining the resident address of each user comprises:
sending a resident address acquisition request carrying a first time period to a quality platform server which stores each base station address visited by each user and the number of visits to visit each base station address;
and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the base station address with the access frequency exceeding a preset access frequency threshold value in the first time period from each base station address visited by each user by the quality platform server and is used as the resident address.
4. The method of claim 1, wherein the obtaining the residence address of each user on the target holiday comprises:
sending a resident address acquisition request carrying a target holiday time period to a quality platform server storing each base station address visited by each user;
and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the address of the base station visited in the target holiday period from the addresses of the base stations visited by each user by the quality platform server and is used as the resident address.
5. The method according to any one of claims 1 to 4, wherein the generating graphical identifiers on preset map layers for the user home address, the resident address and the resident address respectively comprises:
respectively identifying the user home address, the resident address and the resident address, and converting the addresses into corresponding longitude and latitude information;
and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
6. A service hotspot area locating device, comprising:
the address acquisition unit is used for acquiring a user home address of each user, a resident address of each user and a resident address of each user on a target holiday;
the graphic identifier generating unit is used for respectively generating graphic identifiers on a preset map layer according to the user home address, the resident address and the resident address;
the hot spot area positioning unit is used for dividing the map layer into a plurality of grid structures according to a preset size, determining a density value corresponding to each grid structure according to distribution data of each graphic identifier in the grid structures, and determining an area corresponding to the grid structure with the highest density value as a service hot spot area;
the hot spot area positioning unit is used for determining a first number of the graphic identifications falling in the grid structure aiming at each grid structure; determining a second number of graphic identifiers which do not fall within the grid structure but can be covered by a coverage area formed according to a preset rule; taking the sum of the first number and the second number as the density value of the grid structure.
7. The apparatus according to claim 6, wherein the address obtaining unit is configured to send a request for obtaining a residential address carrying a target holiday period to a quality platform server storing addresses of base stations visited by each user; and receiving the resident address sent by the quality platform server, wherein the resident address is obtained by extracting the address of the base station visited in the target holiday period from the addresses of the base stations visited by each user by the quality platform server and is used as the resident address.
8. The device according to claim 6 or 7, wherein the graphical identifier generating unit is configured to identify the user home address, the resident address, and the resident address, respectively, and convert the user home address, the resident address, and the resident address into corresponding longitude and latitude information; and identifying the matched position of the longitude and latitude information obtained after conversion on the map layer, and generating a graphic identifier at the matched position.
9. A service hotspot area locating device, comprising: a memory and a processor;
the memory for storing a computer program;
wherein the processor executes the computer program in the memory to implement the method of any one of claims 1-5.
10. A computer-readable storage medium, having stored thereon a computer program for execution by a processor to perform the method of any one of claims 1-5.
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| CN201811617518.4A CN109803228B (en) | 2018-12-28 | 2018-12-28 | Method, device and equipment for positioning service hotspot area and readable medium |
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| CN110598131B (en) * | 2019-08-20 | 2020-12-04 | 北京三快在线科技有限公司 | Method and device for determining user resident area, storage medium and electronic equipment |
| CN111835831B (en) * | 2020-06-16 | 2023-11-03 | 北京嘀嘀无限科技发展有限公司 | Service pushing method and device and electronic equipment |
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