CN109803228A - Traffic hotspots area positioning method, device, equipment and readable medium - Google Patents
Traffic hotspots area positioning method, device, equipment and readable medium Download PDFInfo
- Publication number
- CN109803228A CN109803228A CN201811617518.4A CN201811617518A CN109803228A CN 109803228 A CN109803228 A CN 109803228A CN 201811617518 A CN201811617518 A CN 201811617518A CN 109803228 A CN109803228 A CN 109803228A
- Authority
- CN
- China
- Prior art keywords
- address
- user
- resident
- network
- pattern identification
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Landscapes
- Mobile Radio Communication Systems (AREA)
Abstract
The present invention provides a kind of traffic hotspots area positioning method, device, equipment and readable medium, this method comprises: obtaining the user attaching way address of each user, the resident address of each user, each user in the resident address of target festivals or holidays;Pattern identification is generated on preset map layer respectively for the user attaching way address, the resident address and the resident address;According to default size, the map layer is divided into multiple networks, and the corresponding density value of each network is determined according to distributed data of each pattern identification in the multiple network, region corresponding to the relatively highest network of density value is determined as traffic hotspots region.This programme can determine in the traffic hotspots region of festivals or holidays, to carry out network guarantee to the traffic hotspots region determined in advance.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of traffic hotspots area positioning method, device, equipment and can
Read medium.
Background technique
In recent years, B2I2C user grows rapidly, and the satisfaction of B2I2C user directly affects company's public praise and business development,
So carrying out network guarantee for B2I2C user is the current most important thing.
With the relieving of not policies such as limit flow, especially during the festivals or holidays such as the Spring Festival, the network in some some areas
Sudden load increase, flow hot spot, burst point are constantly gushed out.Therefore, how to determine in the traffic hotspots region of festivals or holidays, in festivals or holidays
The problem of network guarantee is current urgent need to resolve is carried out before arriving in advance.
Summary of the invention
The present invention provides a kind of traffic hotspots area positioning method, device, equipment and readable medium, can determine false in section
The traffic hotspots region of day, to carry out network guarantee to the traffic hotspots region determined in advance.
In a first aspect, the present invention provides a kind of traffic hotspots area positioning method, comprising:
The user attaching way address of each user, the resident address of each user, each user are obtained in target festivals or holidays
Resident address;
For the user attaching way address, the resident address and the resident address respectively in preset map layer
Upper generation pattern identification;
According to default size, the map layer is divided into multiple networks, and according to each pattern identification
Distributed data in the multiple network determines the corresponding density value of each network, by density value with respect to highest
Network corresponding to region be determined as traffic hotspots region.
Further, the distributed data according to each pattern identification in the multiple network determines every
The corresponding density value of one network, comprising:
For each network, the first quantity for falling in the pattern identification in the network is determined;
Determination is not fallen in the network, but according to preset rules be formed by overlay area can cover it is described
Second quantity of the pattern identification of network;
Using the sum of first quantity and second quantity as the density value of the network.
Further, the user attaching way address for obtaining each user, comprising:
User attaching way address acquisition request is sent to the server for the ID card information for being stored with each user;
Receive each identity card letter that the server is extracted and sent according to the user attaching way address acquisition request
User attaching way address in breath.
Further, the resident address for obtaining each user, comprising:
To each base station address for being stored with each user and accessing, and the access times of each base station address of access
Quality platform server send and carry the resident address acquisition request of first time period;
The resident address that the quality platform server is sent is received, the resident address is taken by the quality platform
Device be engaged in from each base station address that each user accessed, it is more than default for extracting the access times in the first time period
The base station address of access times threshold value is as the resident address.
It is further, described to obtain each user in the resident address of target festivals or holidays, comprising:
It is sent to the quality platform server for being stored with each base station address that each user accessed and carries target section
The resident address acquisition request of period holiday;
The resident address that the quality platform server is sent is received, the resident address is taken by the quality platform
Device be engaged in from each base station address accessed described in each user, extracts the base accessed within period target festivals or holidays
Station address is as the resident address.
Further, described to exist respectively for the user attaching way address, the resident address and the resident address
Pattern identification is generated on preset map layer, comprising:
The user attaching way address, the resident address and the resident address are identified respectively, and are converted into
Corresponding latitude and longitude information;
The position that the latitude and longitude information obtained after identification conversion on the map layer matches, and match described
Position generate pattern identification.
Second aspect, the present invention provides a kind of traffic hotspots regional positioning devices, comprising:
Address acquisition unit, for obtaining the user attaching way address of each user, the resident address of each user, each
User is in the resident address of target festivals or holidays;
Pattern identification generation unit, for for the user attaching way address, the resident address and described resident
Location generates pattern identification on preset map layer respectively;
Hot spot region positioning unit, for according to default size, the map layer to be divided into multiple networks, and
Determine that each network is corresponding close according to distributed data of each pattern identification in the multiple network
Region corresponding to the relatively highest network of density value is determined as traffic hotspots region by angle value.
Further, the hot spot region positioning unit, for being directed to each network, determination falls in the net
First quantity of the pattern identification in lattice structure;Determination is not fallen in the network, but is formed by according to preset rules
Overlay area can cover the second quantity of the pattern identification of the network;By first quantity and second number
Density value of the sum of amount as the network.
Further, the address acquisition unit, for being sent out to the server for the ID card information for being stored with each user
Send user attaching way address acquisition request;The server is received to be extracted concurrently according to the user attaching way address acquisition request
The user attaching way address in each ID card information sent.
Further, the address acquisition unit, for each base station address for being stored with each user and accessing,
And the quality platform server of the access times of each base station address of access sends the resident address for carrying first time period
Acquisition request;The resident address that the quality platform server is sent is received, the resident address is by the quality platform
For server from each base station address that each user accessed, it is more than pre- for extracting the access times in the first time period
If the base station address of access times threshold value is as the resident address.
Further, the address acquisition unit, for each base station address for being stored with each user and accessing
Quality platform server send carry period target festivals or holidays resident address acquisition request;Receive the quality platform service
The resident address that device is sent, the resident address are each from accessing described in each user as the quality platform server
In a base station address, the base station address accessed within period target festivals or holidays is extracted as the resident address.
Further, the pattern identification generation unit, for respectively to the user attaching way address, the permanent residence
Location and the resident address are identified, and are converted into corresponding latitude and longitude information;On the map layer after identification conversion
The position that obtained latitude and longitude information matches, and pattern identification is generated in the position to match.
The third aspect, the present invention provides a kind of traffic hotspots zone location equipment, comprising: memory and processor;
The memory, for storing computer program;
Wherein, the processor executes the computer program in the memory, to realize any one of first aspect institute
The method stated.
Fourth aspect, the present invention provides a kind of computer readable storage mediums, are stored thereon with computer program, described
Computer program is executed by processor to realize method described in any one of first aspect.
The present invention provides a kind of traffic hotspots area positioning method, device, equipment and readable mediums, each by obtaining
The user attaching way address of user, the resident address of each user and each user once in the resident address of target festivals or holidays,
Then pattern identification is generated on preset map layer respectively for each address, later according to preset size, will will include
There is the map layer of pattern identification to be divided into multiple network structures, in this way, can be according to distribution of the pattern identification in network structure
Situation determines the density value of each network structure, so that traffic hotspots region can be determined by the density value determined,
Namely region corresponding at least one network structure of density value relative maximum is required traffic hotspots region, and then is connect down
To carry out network guarantee to the traffic hotspots region determined in advance.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.
Fig. 1 is a kind of flow chart for traffic hotspots area positioning method that the embodiment of the present invention one provides;
Fig. 2 is a kind of flow chart of traffic hotspots area positioning method provided by Embodiment 2 of the present invention;
Fig. 3 is a kind of structural schematic diagram for traffic hotspots regional positioning device that the embodiment of the present invention three provides;
Fig. 4 is a kind of structural schematic diagram for traffic hotspots zone location equipment that the embodiment of the present invention five provides.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Fig. 1 is a kind of flow chart for traffic hotspots area positioning method that the embodiment of the present invention one provides, with the embodiment
The method of offer is applied to traffic hotspots regional positioning device to be illustrated, as shown in Figure 1, this method comprises:
Step 101: obtaining the user attaching way address of each user, the resident address of each user, each user in mesh
Mark the resident address of festivals or holidays.
In practical application, the executing subject of the present embodiment can be traffic hotspots regional positioning device, the traffic hotspots area
Domain positioning device can be program software, or the medium of related computer program is stored with, for example, USB flash disk etc.;Alternatively,
The traffic hotspots regional positioning device can also be entity device that is integrated or being equipped with related computer program, for example, chip,
Intelligent terminal, computer, server etc..
In the present embodiment, user attaching way address is the address on user identity card, and the resident address of user can be use
The address of family habitual residence can also be in the resident address of target festivals or holidays for the base station address that user often accesses, user
User target festivals or holidays be resident true address, can also by user the base station that target festivals or holidays access address.To mention
The efficiency of high zone location, can save for unit carry out zone location, for example, by taking Jiangsu Province as an example, then needed for obtain
Address may include having: for all B2IC2 cards handled using the identity card in Jiangsu Province is belonged to, each B2I2C card difference
The resident address of user attaching way address, the corresponding user of each B2I2C card on corresponding identity card and each
The corresponding user of B2I2C card is in the resident address of target festivals or holidays, wherein target festivals or holidays include the Spring Festival, New Year's Day, mid-autumn
Section, National Day etc..Further, since data volume to be treated is very big, so that region can be carried out as unit of city
Positioning.
Step 102: for the user attaching way address, the resident address and the resident address respectively preset
Pattern identification is generated on map layer.
In the present embodiment, in order to be not easy to change and further increase work after solving the problems, such as pattern identification generation error
Make efficiency, three map layers can be preset, and is directed to every a kind of address corresponding position on a wherein map layer respectively
Place generates pattern identification, and finally by treated, three map layers are superposed to a map layer again.Wherein, pattern identification
Form can be configured according to actual needs, such as pattern identification is dot, ellipse, triangle, five-pointed star.
Step 103: according to default size, the map layer being divided into multiple networks, and according to each described
Distributed data of the pattern identification in the multiple network determines the corresponding density value of each network, by density value
Region corresponding to relatively highest network is determined as traffic hotspots region.
Wherein, the size of network can be configured according to actual needs, and such as 50 (millimeter) * 50 (millimeter).
In the present embodiment, the method for determination of the corresponding density value of each network can include at least the following two kinds side
Formula, a kind of method of determination be for each network, determine the quantity for falling in the pattern identification in current grid structure, and
Using the quantity determined as the density value of current grid structure, the processing speed of the embodiment is very fast;Another determination side
Formula is, for each network, to determine the first quantity for falling in the pattern identification in network;Determination does not fall within grid knot
In structure, but the second quantity that overlay area can cover the pattern identification of network is formed by according to preset rules;It will
Density value of the sum of first quantity and the second quantity as network, the embodiment can be improved traffic hotspots zone location
Accuracy rate.
The embodiment of the invention provides a kind of traffic hotspots area positioning methods, by the user attaching for obtaining each user
Way address, the resident address of each user and each user are once in the resident address of target festivals or holidays, then for eachly
Location generates pattern identification on preset map layer respectively, will include the ground of pattern identification later according to preset size
Figure figure layer is divided into multiple network structures, in this way, each can be determined according to distribution situation of the pattern identification in network structure
The density value of network structure, to can determine that traffic hotspots region namely density value are opposite by the density value determined
Region corresponding at least one maximum network structure is required traffic hotspots region, and then next can be in advance to true
The traffic hotspots region made carries out network guarantee.
Fig. 2 is a kind of flow chart of traffic hotspots area positioning method provided by Embodiment 2 of the present invention, as shown in Fig. 2,
This method may include:
Step 201: sending the acquisition of user attaching way address to the server for the ID card information for being stored with each user and ask
It asks.
Step 202: receiving each identity card letter that server is extracted and sent according to user attaching way address acquisition request
User attaching way address in breath.
In the present embodiment, by taking Jiangsu Province as an example, then all for being handled using the identity card for belonging to Jiangsu Province
B2IC2 card gets the user attaching way address on the corresponding identity card of each B2I2C card.And in order to reduce workload,
Working efficiency is improved, deduplication processing can be carried out to the user attaching way address got, after then handling again for deduplication
Obtained user attaching way address generates pattern identification on preset map layer.
Step 203: to each base station address for being stored with each user and accessing, and each base station address of access
The quality platform server of access times sends the resident address acquisition request for carrying first time period.
In the present embodiment, first time period can be configured according to actual needs, if first time period is normal to send
In nearest week age on the basis of the time of guard station location acquisition request.
Step 204: address is resided by quality platform server from every in the resident address that quality of reception Platform Server is sent
In each base station address that a user accessed, extracting the access times in first time period is more than default access times threshold value
Base station address as resident address.
In the present embodiment, the resident address of user is the base station address that user often accesses.
Step 205: sending and take to the quality platform server for being stored with each base station address that each user accessed
Resident address acquisition request with target period festivals or holidays.
In the present embodiment, target period festivals or holidays can be configured according to actual demand, as target period festivals or holidays can
For during Spring Festival recent years.
Step 206: address is resident by quality platform server from every in the resident address that quality of reception Platform Server is sent
In each base station address accessed described in a user, the base station address that extraction accessed within target period festivals or holidays, which is used as, is stayed
Stay address.
In the present embodiment, being resident address is the base station address that user often accesses.
Step 207: user attaching way address, resident address and resident address being identified respectively, and are converted into corresponding
Latitude and longitude information.
Step 208: the position that the latitude and longitude information obtained after identification conversion on map layer matches, and matching
Position generate pattern identification.
In the present embodiment, for resident address, the pattern identification different from other two classes addresses can be used, as other two
Class address is all made of origin, and resident address uses five-pointed star, either, the pattern identification form used with other two classes addresses
It is identical, but color is different, and if other two classes addresses are all made of red origin, and resident address uses blue origin, to will stay
Address is stayed to be distinguished, so as to subsequent to each traffic hotspots region division priority determined, with the industry high to priority
Business hot spot region preferentially carries out network guarantee.
Step 209: according to default size, map layer being divided into multiple networks, and according to each pattern identification
Distributed data in multiple networks determines the corresponding density value of each network, by the relatively highest net of density value
Region corresponding to lattice structure is determined as traffic hotspots region.
In the present embodiment, map layer can be divided into multiple grids according to default size 50 (millimeter) * 50 (millimeter)
Then structure can be directed to each network, determine the first quantity for falling in the pattern identification in network;Determination is not fallen within
In network, but the second number that overlay area can cover the pattern identification of network is formed by according to preset rules
Amount;Using the sum of the first quantity and the second quantity as the density value of network, wherein preset rules can according to actual needs into
Row setting can be such as the center that identify using respective graphical as origin, and r is radius one circle of formation, then the circle is respective graphical
Mark is formed by overlay area according to preset rules.For example, the pattern identification fallen in No. 1 network shares 8,
Then the first quantity is 8, and is fallen in other networks, but is formed by proper energy and enough covers being total to for No. 1 network
There are 2 pattern identifications, then the second quantity is 2, then the corresponding density value of No. 1 network is 8+2=10.By to close
Angle value sequence, it may be determined that then one or two and the more than two density value for going out relative maximum are determining these density values
Corresponding network, and the corresponding region of these networks is determined as traffic hotspots region.
Worth explanation is, to further reduce regional scope, in the several grids for determining density value relative maximum
After structure, for each network, also can recognize current grid structure in pattern identification than comparatively dense region, then with
The center (a large amount of pattern identifications are surrounded around the center) in the region is origin, and is drawn and justified with pre-set radius, then is formed by circle
The region covered is as a traffic hotspots region.
Moreover, can also be according to the section of preset density value and the corresponding relationship of different colours, by corresponding network
Highlighted with corresponding color, in this way, can according to color show the higher network of density value so that user intuitively determine it is close
The higher network of angle value.
The embodiment of the present invention falls in the first quantity of the pattern identification in network by determining, and determination is not fallen within
In network, but the second number that overlay area can cover the pattern identification of network is formed by according to preset rules
Amount, and using the sum of the first quantity and the second quantity as the density value of network, which can be improved traffic hotspots
The accuracy rate of zone location.Moreover, when generating pattern identification, resident address is different from other two classes addresses, then it is subsequent can
To each traffic hotspots region division priority determined, to carry out network guarantor to the high traffic hotspots area preference of priority
Barrier.
Fig. 3 is a kind of structural schematic diagram for traffic hotspots regional positioning device that the embodiment of the present invention three provides, comprising:
Address acquisition unit 301, for obtain the user attaching way address of each user, the resident address of each user,
Each user is in the resident address of target festivals or holidays;
Pattern identification generation unit 302, for for the user attaching way address, the resident address and described resident
Address generates pattern identification on preset map layer respectively;
Hot spot region positioning unit 303, for according to default size, the map layer to be divided into multiple grid knots
Structure, and determine that each network is corresponding according to distributed data of each pattern identification in the multiple network
Density value, region corresponding to the relatively highest network of density value is determined as traffic hotspots region.
In the present embodiment, the traffic hotspots regional positioning device of the present embodiment can be performed what the embodiment of the present invention one provided
Traffic hotspots area positioning method, realization principle is similar, and details are not described herein again.
The embodiment of the present invention is by obtaining the resident address of the user attaching way address of each user, each user and every
Then a user generates figure on preset map layer respectively for each address once in the resident address of target festivals or holidays
Mark will include that the map layer of pattern identification is divided into multiple network structures, in this way, can later according to preset size
The density value of each network structure is determined according to distribution situation of the pattern identification in network structure, so that determination can be passed through
Density value out determines region corresponding at least one network structure in traffic hotspots region namely density value relative maximum
For required traffic hotspots region, and then next network guarantee can be carried out to the traffic hotspots region determined in advance.
The embodiment of the present invention four provides a kind of structural schematic diagram of traffic hotspots regional positioning device, in embodiment three
On the basis of,
The hot spot region positioning unit, for being directed to each network, determination is fallen in the network
Pattern identification the first quantity;Determination is not fallen in the network, but is formed by overlay area according to preset rules
The second quantity of the pattern identification of the network can be covered;By first quantity and second quantity and make
For the density value of the network.
Further, the address acquisition unit, for being sent out to the server for the ID card information for being stored with each user
Send user attaching way address acquisition request;The server is received to be extracted concurrently according to the user attaching way address acquisition request
The user attaching way address in each ID card information sent.
Further, the address acquisition unit, for each base station address for being stored with each user and accessing,
And the quality platform server of the access times of each base station address of access sends the resident address for carrying first time period
Acquisition request;The resident address that the quality platform server is sent is received, the resident address is by the quality platform
For server from each base station address that each user accessed, it is more than pre- for extracting the access times in the first time period
If the base station address of access times threshold value is as the resident address.
Further, the address acquisition unit, for each base station address for being stored with each user and accessing
Quality platform server send carry period target festivals or holidays resident address acquisition request;Receive the quality platform service
The resident address that device is sent, the resident address are each from accessing described in each user as the quality platform server
In a base station address, the base station address accessed within period target festivals or holidays is extracted as the resident address.
Further, the pattern identification generation unit, for respectively to the user attaching way address, the permanent residence
Location and the resident address are identified, and are converted into corresponding latitude and longitude information;On the map layer after identification conversion
The position that obtained latitude and longitude information matches, and pattern identification is generated in the position to match.
In the present embodiment, the traffic hotspots regional positioning device of the present embodiment can be performed provided by Embodiment 2 of the present invention
Traffic hotspots area positioning method, realization principle is similar, and details are not described herein again.
The embodiment of the present invention falls in the first quantity of the pattern identification in network by determining, and determination is not fallen within
In network, but the second number that overlay area can cover the pattern identification of network is formed by according to preset rules
Amount, and using the sum of the first quantity and the second quantity as the density value of network, which can be improved traffic hotspots
The accuracy rate of zone location.Moreover, when generating pattern identification, resident address is different from other two classes addresses, then it is subsequent can
To each traffic hotspots region division priority determined, to carry out network guarantor to the high traffic hotspots area preference of priority
Barrier.
Fig. 4 is a kind of structural schematic diagram for traffic hotspots zone location equipment that the embodiment of the present invention five provides, comprising: is deposited
Reservoir 401 and processor 402.
The memory 401, for storing computer program.
Wherein, the processor 402 executes the computer program in the memory 401, to realize any embodiment
The method of offer.
The embodiment of the present invention six provides a kind of computer readable storage medium, is stored thereon with computer program, described
The method that computer program is executed by processor to realize the offer of any embodiment.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
Its embodiment.The present invention is directed to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Person's adaptive change follows the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by following
Claims are pointed out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by appended claims
System.
Claims (12)
1. a kind of traffic hotspots area positioning method characterized by comprising
Obtain the user attaching way address of each user, the resident address of each user, each user stay target festivals or holidays
Stay address;
For the life on preset map layer respectively of the user attaching way address, the resident address and the resident address
At pattern identification;
According to default size, the map layer is divided into multiple networks, and according to each pattern identification in institute
It states the distributed data in multiple networks and determines the corresponding density value of each network, by the relatively highest net of density value
Region corresponding to lattice structure is determined as traffic hotspots region.
2. the method according to claim 1, wherein it is described according to each pattern identification in the multiple net
Distributed data in lattice structure determines the corresponding density value of each network, comprising:
For each network, the first quantity for falling in the pattern identification in the network is determined;
It determines and does not fall in the network, but be formed by overlay area according to preset rules to cover the grid
Second quantity of the pattern identification of structure;
Using the sum of first quantity and second quantity as the density value of the network.
3. the method according to claim 1, wherein the user attaching way address for obtaining each user, packet
It includes:
User attaching way address acquisition request is sent to the server for the ID card information for being stored with each user;
The server is received according in each ID card information that the user attaching way address acquisition request is extracted and is sent
User attaching way address.
4. the method according to claim 1, wherein the resident address for obtaining each user, comprising:
To each base station address for being stored with each user and accessing, and each base station address of access access times matter
Amount Platform Server sends the resident address acquisition request for carrying first time period;
The resident address that the quality platform server is sent is received, the resident address is by the quality platform server
From each base station address that each user accessed, extracting the access times in the first time period is more than default access
The base station address of frequency threshold value is as the resident address.
5. the method according to claim 1, wherein it is described obtain each user target festivals or holidays residently
Location, comprising:
It is sent to the quality platform server for being stored with each base station address that each user accessed and carries target festivals or holidays
The resident address acquisition request of period;
The resident address that the quality platform server is sent is received, the resident address is by the quality platform server
From each base station address accessed described in each user, with extracting the base station accessed within period target festivals or holidays
Location is as the resident address.
6. method according to any one of claims 1 to 5, which is characterized in that it is described for the user attaching way address,
The resident address and the resident address generate pattern identification on preset map layer respectively, comprising:
The user attaching way address, the resident address and the resident address are identified respectively, and are converted into corresponding
Latitude and longitude information;
The position that the latitude and longitude information obtained after identification conversion on the map layer matches, and in the position to match
Set generation pattern identification.
7. a kind of traffic hotspots regional positioning device characterized by comprising
Address acquisition unit, for obtaining the user attaching way address of each user, the resident address of each user, each user
In the resident address of target festivals or holidays;
Pattern identification generation unit, for for the user attaching way address, the resident address and the resident address point
Pattern identification is not generated on preset map layer;
The map layer is divided into multiple networks for according to default size by hot spot region positioning unit, and according to
Distributed data of each pattern identification in the multiple network determines the corresponding density value of each network,
Region corresponding to the relatively highest network of density value is determined as traffic hotspots region.
8. device according to claim 7, which is characterized in that the hot spot region positioning unit, for being directed to each institute
Network is stated, determines the first quantity for falling in the pattern identification in the network;Determination does not fall within the network
It is interior, but the second quantity that overlay area can cover the pattern identification of the network is formed by according to preset rules;
Using the sum of first quantity and second quantity as the density value of the network.
9. device according to claim 7, which is characterized in that the address acquisition unit, for being stored with each use
The quality platform server for each base station address that family accessed sends the resident address acquisition for carrying period target festivals or holidays
Request;The resident address that the quality platform server is sent is received, the resident address is serviced by the quality platform
Device extracts the base station accessed within period target festivals or holidays from each base station address accessed described in each user
Address is as the resident address.
10. according to the described in any item devices of claim 7-9, which is characterized in that the pattern identification generation unit, for dividing
It is other that the user attaching way address, the resident address and the resident address are identified, and it is converted into corresponding longitude and latitude
Spend information;The position that the latitude and longitude information obtained after identification conversion on the map layer matches, and match described
Position generate pattern identification.
11. a kind of traffic hotspots zone location equipment characterized by comprising memory and processor;
The memory, for storing computer program;
Wherein, the processor executes the computer program in the memory, to realize such as any one of claim 1-6 institute
The method stated.
12. a kind of computer readable storage medium, which is characterized in that be stored thereon with computer program, the computer program
It is executed by processor to realize as the method according to claim 1 to 6.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811617518.4A CN109803228B (en) | 2018-12-28 | 2018-12-28 | Method, device and equipment for positioning service hotspot area and readable medium |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811617518.4A CN109803228B (en) | 2018-12-28 | 2018-12-28 | Method, device and equipment for positioning service hotspot area and readable medium |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109803228A true CN109803228A (en) | 2019-05-24 |
CN109803228B CN109803228B (en) | 2020-10-27 |
Family
ID=66557867
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201811617518.4A Active CN109803228B (en) | 2018-12-28 | 2018-12-28 | Method, device and equipment for positioning service hotspot area and readable medium |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN109803228B (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110598131A (en) * | 2019-08-20 | 2019-12-20 | 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 |
CN111835831A (en) * | 2020-06-16 | 2020-10-27 | 北京嘀嘀无限科技发展有限公司 | Service pushing method and device and electronic equipment |
CN111988734A (en) * | 2020-08-28 | 2020-11-24 | 北京思特奇信息技术股份有限公司 | Regional marketing method and system based on thermodynamic diagram |
CN113660608A (en) * | 2021-08-17 | 2021-11-16 | 中国联合网络通信集团有限公司 | Method, device and equipment for determining capacity hotspot area and storage medium |
CN113704640A (en) * | 2021-08-09 | 2021-11-26 | 北京三快在线科技有限公司 | User resident address prediction method and device, electronic equipment and storage medium |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101083785A (en) * | 2007-07-04 | 2007-12-05 | 贾林 | Method and system for obtaining people information |
CN101227649A (en) * | 2008-01-15 | 2008-07-23 | 侯万春 | System and method for selecting advertisement audience according to wireless overlay area |
CN102958156A (en) * | 2011-08-30 | 2013-03-06 | ***通信集团公司 | TAU (tracking area update) method and equipment |
WO2014209762A1 (en) * | 2013-06-26 | 2014-12-31 | Microsoft Corporation | Recognizing interactions with hot zones |
CN105357638A (en) * | 2015-11-06 | 2016-02-24 | 百度在线网络技术(北京)有限公司 | Method and apparatus for predicting user position in predetermined moment |
CN107369037A (en) * | 2017-06-27 | 2017-11-21 | 中国联合网络通信集团有限公司 | User's portrait acquisition methods and device |
-
2018
- 2018-12-28 CN CN201811617518.4A patent/CN109803228B/en active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101083785A (en) * | 2007-07-04 | 2007-12-05 | 贾林 | Method and system for obtaining people information |
CN101227649A (en) * | 2008-01-15 | 2008-07-23 | 侯万春 | System and method for selecting advertisement audience according to wireless overlay area |
CN102958156A (en) * | 2011-08-30 | 2013-03-06 | ***通信集团公司 | TAU (tracking area update) method and equipment |
WO2014209762A1 (en) * | 2013-06-26 | 2014-12-31 | Microsoft Corporation | Recognizing interactions with hot zones |
CN105357638A (en) * | 2015-11-06 | 2016-02-24 | 百度在线网络技术(北京)有限公司 | Method and apparatus for predicting user position in predetermined moment |
CN107369037A (en) * | 2017-06-27 | 2017-11-21 | 中国联合网络通信集团有限公司 | User's portrait acquisition methods and device |
Non-Patent Citations (3)
Title |
---|
安暖的缝隙: "《热力图原理及ARCGIS Pro制作热力图》", 《CSDN》 * |
腾讯: "《城市热力图是如何绘制的?有哪些应用价值?》", 《知乎》 * |
郭华: "《运营商大数据在旅游行业应用探索研究》", 《移动通信》 * |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110598131A (en) * | 2019-08-20 | 2019-12-20 | 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 |
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 |
CN111835831A (en) * | 2020-06-16 | 2020-10-27 | 北京嘀嘀无限科技发展有限公司 | Service pushing method and device 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 |
CN111988734A (en) * | 2020-08-28 | 2020-11-24 | 北京思特奇信息技术股份有限公司 | Regional marketing method and system based on thermodynamic diagram |
CN113704640A (en) * | 2021-08-09 | 2021-11-26 | 北京三快在线科技有限公司 | User resident address prediction method and device, electronic equipment and storage medium |
CN113704640B (en) * | 2021-08-09 | 2023-04-07 | 北京三快在线科技有限公司 | Method and device for predicting user resident address, electronic equipment and storage medium |
CN113660608A (en) * | 2021-08-17 | 2021-11-16 | 中国联合网络通信集团有限公司 | Method, device and equipment for determining capacity hotspot area and storage medium |
CN113660608B (en) * | 2021-08-17 | 2022-08-05 | 中国联合网络通信集团有限公司 | Method, device and equipment for determining capacity hotspot area and storage medium |
Also Published As
Publication number | Publication date |
---|---|
CN109803228B (en) | 2020-10-27 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109803228A (en) | Traffic hotspots area positioning method, device, equipment and readable medium | |
CN104376053B (en) | A kind of storage and retrieval method based on magnanimity meteorological data | |
CN105188151B (en) | A kind of non-orthogonal multiple accidental access method, apparatus and system | |
CN108347772A (en) | Resource allocation methods and device | |
CN106097468A (en) | One is registered method, terminal and IM application server | |
CN102547599B (en) | Acquisition method, device and system for location information | |
CN109168195B (en) | Positioning information extraction method and service platform | |
CN105989087B (en) | Method and device for determining hot spot area | |
US8559926B1 (en) | Telecom-fraud detection using device-location information | |
CN110417886B (en) | Load balancing method, device and system for integrated service | |
KR102260549B1 (en) | Load balancing method based on resource utilization and geographic location in a associative container environment | |
WO2016070673A1 (en) | Method and device for analyzing user attribute | |
CN104852882A (en) | Method for protecting user privacies in network social contact | |
CN106385710A (en) | System information transmission method and transmission apparatus | |
CN112055958A (en) | Enabling wireless security measures based on wireless access point attributes | |
CN109416808A (en) | Device and method for Order splitting | |
CN107182098A (en) | For realizing the method and apparatus that user equipment switches between WAP | |
CN108834196A (en) | A kind of sending, receiving method and equipment of the access information of wireless access point | |
US20220353320A1 (en) | System for providing exact communication delay guarantee of request response for distributed service | |
CN109936820A (en) | A kind of user terminal localization method and device | |
CN115277598B (en) | Method and device for scheduling computing power resources and computer readable storage medium | |
CN109661671B (en) | Improvement of image classification using boundary bitmaps | |
CN108574718B (en) | Cloud host creation method and device | |
Wong et al. | Container deployment strategy for edge networking | |
CN104283810A (en) | Processing method of uplink bandwidth and home gateway |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |