CN109743674A - Traffic hotspots area positioning method, device, equipment and readable medium - Google Patents

Traffic hotspots area positioning method, device, equipment and readable medium Download PDF

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Publication number
CN109743674A
CN109743674A CN201811618136.3A CN201811618136A CN109743674A CN 109743674 A CN109743674 A CN 109743674A CN 201811618136 A CN201811618136 A CN 201811618136A CN 109743674 A CN109743674 A CN 109743674A
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China
Prior art keywords
address
base station
order
resident
map layer
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CN201811618136.3A
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Chinese (zh)
Inventor
刁振宇
杨福理
张进
张国光
谷俊江
许国平
刘二波
盛莉莉
于洋
赵煜
李含华
吴非帆
黎越
李勃燊
刘明杰
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China United Network Communications Group Co Ltd
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China United Network Communications Group Co Ltd
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Priority to CN201811618136.3A priority Critical patent/CN109743674A/en
Publication of CN109743674A publication Critical patent/CN109743674A/en
Pending legal-status Critical Current

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Abstract

The present invention provides a kind of traffic hotspots area positioning method, device, equipment and readable medium, this method comprises: obtaining the Order Address of the service order of each user, the resident address of user, portfolio reach the address of the address of each base station of pre-set business amount threshold value, customer complaint;Different pattern identifications is generated in preset map layer respectively for the Order Address, the resident address, the address of the base station and the address of the customer complaint;Image recognition is carried out to the different pattern identification on the map layer, and traffic hotspots region is determined according to distributed data of the different pattern identification on the map layer.This programme is it can be found that traffic hotspots region, so as to carry out network guarantee to the traffic hotspots region oriented in time.

Description

Traffic hotspots area positioning method, device, equipment and readable medium
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 business development is rapid, the king that releases one after another card, not a series of promotional cards such as limit flow card, thus So that the quantity of B2I2C user rapidly increases, and the satisfaction of B2I2C user then directly affects public praise and the business hair of company Exhibition.
In the prior art, due to use king card, the user of the promotional cards such as limit flow card is not more and more, to cause A little regional network sudden load increases, flow hot spot, burst point are constantly gushed out.Therefore, traffic hotspots region how is found, so as to timely Carry out the problem of network guarantee is current urgent need to resolve.
Summary of the invention
The present invention provides a kind of traffic hotspots area positioning method, device, equipment and readable medium, it can be found that business is hot Point region, so as to carry out network guarantee to the traffic hotspots region oriented in time.
In a first aspect, the present invention provides a kind of traffic hotspots area positioning method, comprising:
Obtain the Order Address of the service order of each user, the resident address of user, portfolio reach pre-set business amount The address of each base station of threshold value, customer complaint address;
Distinguish for the Order Address, the resident address, the address of the base station and the address of the customer complaint Different pattern identifications is generated in preset map layer;
Image recognition is carried out to the different pattern identification on the map layer, and according to the different figure The distributed data identified on the map layer determines traffic hotspots region.
Further, the Order Address of the service order for obtaining each user, comprising:
Order Address acquisition request is sent to the Informatization Service device for being stored with service order;
The Informatization Service device is received to be extracted and sent in each service order according to the Order Address acquisition request Order Address.
Further, the resident address of user is obtained, 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.
Further, the address that portfolio reaches each base station of pre-set business amount threshold value is obtained, comprising:
The quality platform server hair of the portfolio generated to the address for being stored with all base stations of the whole network and each base station Send the base station address acquisition request for carrying second time period;
The address for each base station that the quality platform server is sent is received, the address of each base station is the matter Platform Server is measured from the address of all base stations of the whole network, extracting the portfolio in the second time period is more than the portfolio The address of each base station of threshold value.
Further, the address of customer complaint is obtained, comprising:
It is sent to the complaint service device for the address for being stored with customer complaint and complains address acquisition request;
Receive the address for each customer complaint that the complaint service device is sent according to the complaint address acquisition request.
Further, described to be thrown for the Order Address, the resident address, the address of the base station and the user The address told generates different pattern identifications in preset map layer respectively, comprising:
The Order Address, the resident address, the address of the base station and the address of the customer complaint are believed respectively Breath is identified, and is 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 different pattern identifications.
Further, described that image recognition carried out to the different pattern identification on the map layer, and according to Distributed data of the different pattern identification on the map layer determines traffic hotspots region, comprising:
For each area to be tested on the map layer, Feature point recognition is carried out to the image in area to be tested To determine included pattern identification;
If the area to be tested point includes the Order Address, the resident address, the address of the base station and described Pattern identification corresponding to the address information of customer complaint, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then will The area to be tested is determined as traffic hotspots region.
Second aspect, the present invention provides a kind of traffic hotspots regional positioning devices, comprising:
Address acquisition unit, the Order Address of the service order for obtaining each user, the resident address of user, business Amount reaches the address of the address of each base station of pre-set business amount threshold value, customer complaint;
Pattern identification generation unit, for being directed to the Order Address, the resident address, the address of the base station and institute The address for stating customer complaint generates different pattern identifications in preset map layer respectively;
Hot spot region positioning unit, for carrying out image knowledge to the different pattern identification on the map layer Not, and according to distributed data of the different pattern identification on the map layer traffic hotspots region is determined.
Further, the address acquisition unit, for sending order to the Informatization Service device for being stored with service order Address acquisition request;It receives the Informatization Service device and is extracted according to the Order Address acquisition request and send each business and order Order Address in list.
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 the address and each base station for being stored with all base stations of the whole network The quality platform server of the portfolio of generation sends the base station address acquisition request for carrying second time period;Receive the matter Measure the address for each base station that Platform Server is sent, the address of each base station is the quality platform server from the whole network In the address of all base stations, the ground that the portfolio in the second time period is more than each base station of the traffic volume threshold is extracted Location.
Further, the address acquisition unit, for being sent to the complaint service device for the address for being stored with customer complaint Complain address acquisition request;Receive each customer complaint that the complaint service device is sent according to the complaint address acquisition request Address.
Further, the pattern identification generation unit, for respectively to the Order Address, the resident address, institute The address information of the address and the customer complaint of stating base station is identified, and is converted into corresponding latitude and longitude information;Described The position that the latitude and longitude information obtained after identification conversion on map layer matches, and difference is generated in the position to match Pattern identification.
Further, the hot spot region positioning unit, each area to be tested for being directed on the map layer, Feature point recognition is carried out to determine included pattern identification to the image in area to be tested;If the area to be tested subpackage Include the Order Address, the resident address, figure corresponding to the address of the base station and the address information of the customer complaint Shape mark, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then the area to be tested is determined as traffic hotspots Region.
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 Order Address, the resident address of each user in the service order of user, portfolio reach each of pre-set business amount threshold value Then the address of base station and the address of customer complaint generate on preset map layer different respectively for these four types of addresses Pattern identification, these four types of pattern identifications in last to map figure layer carry out image recognition, according to these four types of pattern identifications Distributed data on map layer orients traffic hotspots region.As it can be seen that this programme is common by summary four class addresses Traffic hotspots region is oriented, so as to carry out network guarantee to the traffic hotspots region oriented in time.
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 Order Address of the service order of each user, the resident address of user, portfolio reach pre- If the address of the address of each base station of traffic volume threshold, customer complaint.
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, the resident address of user can be the true address of user's habitual residence, can also be frequent for user The base station address of access;Portfolio can be defined according to actual needs, the daily average water discharge being such as defined as in one week.
Step 102: for the Order Address, the resident address, the address of the base station and the customer complaint Address generates different pattern identifications in preset map layer respectively.
In the present embodiment, in order to distinguish these four types of addresses on map layer, then different types of address is corresponding not With pattern identification, wherein different pattern identifications can be selected according to actual needs, such as pattern identification can for dot, Side triangle, square, pentagon etc..
In addition, to improve location efficiency, and be not easy to change after solving the problems, such as pattern identification generation error, four can be preset Then a map layer generates corresponding pattern identification on a map layer wherein respectively for every a kind of address, finally By treated, four map layers are overlapped again, obtain a map layer.For example, for Order Address in No. 1 map Generate dot in figure layer, generate equilateral triangle on No. 2 map layers for resident address, for base station address at No. 3 Square is generated on map layer, generates pentagon on No. 4 map layers for the address of customer complaint, when for allly After location generates corresponding pattern identification, then by 1,2,3, No. 4, this 4 map layers are superposed to a map layer.
Step 103: image recognition carried out to the different pattern identification on the map layer, and according to it is described not Distributed data of the same pattern identification on the map layer determines traffic hotspots region.
It in the present embodiment, can will simultaneously include dot, equilateral triangle, square, pentagon these four figure marks Know, and the more region of the quantity of four kinds of pattern identifications is determined as traffic hotspots region, specifically, a kind of implementation can Are as follows: an amount threshold is preset, it, can if the quantity of each pattern identification is more than the amount threshold in certain region The region is determined as traffic hotspots region.
The embodiment of the invention provides a kind of traffic hotspots area positioning methods, by the service order for obtaining each user In Order Address, the resident address of each user, portfolio reach pre-set business amount threshold value each base station address and Then the address of customer complaint generates different pattern identifications for these four types of addresses, most on preset map layer respectively These four types of pattern identifications in map figure layer carry out image recognition afterwards, with according to these four types of pattern identifications on map layer Distributed data orients traffic hotspots region.As it can be seen that this programme co-locates out traffic hotspots by summary four class addresses Region, so as to carry out network guarantee to the traffic hotspots region oriented in time.At the same time, this programme is based on these four types of ground Location is automatically positioned out traffic hotspots region, greatly improves the efficiency of zone location.
Fig. 2 is the flow chart of traffic hotspots area positioning method provided by Embodiment 2 of the present invention, as shown in Fig. 2, the party Method may include:
Step 201: sending Order Address acquisition request to the Informatization Service device for being stored with service order.
Step 202: receiving Informatization Service device and extracted and sent in each service order according to Order Address acquisition request Order Address.
In the present embodiment, network guarantee had not only included the network guarantee carried out to making and receiving calls, but also including carrying out to online Network guarantee, then in order to carry out targetedly network guarantee, the then order that Informatization Service device can will extract to region Address is divided into two classes.Specifically, if main business corresponding to service order is for making and receiving calls set meal, such as " 19 yuan The Order Address extracted, then be divided in first kind Order Address, if service order by monthly rent, domestic call in 1000 minutes " Corresponding main business is for online set meal, such as " 38 yuan of monthly rents, not limit flow ", then draws the Order Address extracted Divide into the second class Order Address, these two types of Order Address are sent to traffic hotspots region respectively and determined by Informatization Service device later Position device.
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: the quality platform of the portfolio generated to the address for being stored with all base stations of the whole network and each base station Server sends the base station address acquisition request for carrying second time period.
In the present embodiment, second time period can be configured according to actual demand, if second time period is to send base In nearest one week on the basis of station address acquisition request.In addition, portfolio can be defined according to actual needs, such as it is defined as Daily average water discharge in one week.
Step 206: the address of the address for each base station that quality of reception Platform Server is sent, each base station is flat for quality For platform server from the address of all base stations of the whole network, extracting the portfolio in second time period is more than each of pre-set business amount threshold value The address of a base station.
In the present embodiment, in order to carry out targetedly network guarantee to region, then quality platform server can will extract The address of base station out is divided into two classes.Specifically, if the portfolio of base station is mainly to be generated by user's making and receiving calls, it will The address of the base station is divided to the address of first kind base station, if what the portfolio of base station was mainly generated by user's online, it should The address of base station is divided to the address of the second class base station, and then the address of these two types of base stations is sent to industry by quality platform server Business hot spot region positioning device.
Step 207: being sent to the complaint service device for the address for being stored with customer complaint and complain address acquisition request.
Step 208: receiving complaint service device according to the address for each customer complaint for complaining address acquisition request to send.
Step 209: the address information of Order Address, resident address, the address of base station and customer complaint being known respectively Not, and it is converted into corresponding latitude and longitude information.
Step 210: the position that the latitude and longitude information obtained after identification conversion on map layer matches, and matching Position generate different pattern identifications.
In the present embodiment, dot can be generated on map layer for Order Address, it can be in map for resident address Equilateral triangle is generated in figure layer, square can be generated on map layer for the address of base station, for the ground of customer complaint Location can generate pentagon on map layer, in addition, needing to carry out targetedly network guarantee to region to first kind order Address and the second class Order Address distinguish, a kind of implementation are as follows: the dot of different colours can be generated on map layer, All first kind Order Address are such as directed to, red spots are generated on map layer, for the second all class Order Address, Blue dot is generated on map layer, correspondingly, being directed to the address of all first kind base stations, is generated on map layer red Square generates blue square for the address of all second classes base station on map layer.
Step 211: for each area to be tested on map layer, characteristic point being carried out to the image in area to be tested Identification is to determine included pattern identification.
Step 212: if area to be tested includes Order Address, the address for residing address, the address of base station and customer complaint Pattern identification corresponding to information, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then determines area to be tested For traffic hotspots region.
It in the present embodiment, will simultaneously include dot, equilateral triangle, square, pentagon, and each figure mark Knowledge is determined as traffic hotspots region than the region of comparatively dense, so as to carry out network to the traffic hotspots region oriented in time It ensures.Further, the quantity of the red graphic mark in traffic hotspots region and the number of blue picture mark be may further determine that out Amount can connect the traffic hotspots region if the quantity of red graphic mark is far longer than the quantity of blue picture mark The network guarantee made a phone call, conversely, the network guarantee then surfed the Internet to the traffic hotspots region, to realize to traffic hotspots Region carries out targetedly network guarantee.
The address of Order Address and base station is respectively divided into for making and receiving calls by the embodiment of the present invention according to service conditions With two class Order Address of online, in this way, after determining traffic hotspots region, can according in traffic hotspots region for connecing The distributed data for the address made a phone call and targetedly network guarantee is carried out for the distributed data of the address of online, improves user Experience Degree, promote the internet word-of-mouth of user, and workload can be greatly reduced.
Fig. 3 is the traffic hotspots regional positioning device structural schematic diagram that the embodiment of the present invention three provides, comprising:
Address acquisition unit 301, the Order Address of the service order for obtaining each user, user resident address, Portfolio reaches the address of the address of each base station of pre-set business amount threshold value, customer complaint;
Pattern identification generation unit 302, for for the Order Address, the resident address, the base station address Different pattern identifications is generated in preset map layer respectively with the address of the customer complaint;
Hot spot region positioning unit 303, for carrying out image to the different pattern identification on the map layer Identification, and traffic hotspots region is determined according to distributed data of the different pattern identification on the map layer.
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 permanent residence of Order Address, each user in service order of the embodiment of the present invention by obtaining each user Location, portfolio reach the address of each base station of pre-set business amount threshold value and the address of customer complaint, then for these fourth types Address generates different pattern identifications, these four types of pattern identifications in last to map figure layer on preset map layer respectively Image recognition is carried out, to orient traffic hotspots region according to distributed data of these four types of pattern identifications on map layer.It can See, this programme co-locates out traffic hotspots region by summary four class addresses, so as in time to the business oriented Hot spot region carries out network guarantee.At the same time, this programme is based on these four types of addresses and is automatically positioned out traffic hotspots region, greatly Improve the efficiency of zone location.
The embodiment of the present invention four provides a kind of traffic hotspots regional positioning device, on the basis of embodiment three,
The address acquisition unit is asked for sending Order Address acquisition to the Informatization Service device for being stored with service order It asks;The Informatization Service device is received to be extracted according to the Order Address acquisition request and send the order in each service order Address.
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 the address and each base station for being stored with all base stations of the whole network The quality platform server of the portfolio of generation sends the base station address acquisition request for carrying second time period;Receive the matter Measure the address for each base station that Platform Server is sent, the address of each base station is the quality platform server from the whole network In the address of all base stations, the ground that the portfolio in the second time period is more than each base station of the traffic volume threshold is extracted Location.
Further, the address acquisition unit, for being sent to the complaint service device for the address for being stored with customer complaint Complain address acquisition request;Receive each customer complaint that the complaint service device is sent according to the complaint address acquisition request Address.
Further, the pattern identification generation unit, for respectively to the Order Address, the resident address, institute The address information of the address and the customer complaint of stating base station is identified, and is converted into corresponding latitude and longitude information;Described The position that the latitude and longitude information obtained after identification conversion on map layer matches, and difference is generated in the position to match Pattern identification.
Further, the hot spot region positioning unit, each area to be tested for being directed on the map layer, Feature point recognition is carried out to determine included pattern identification to the image in area to be tested;If the area to be tested subpackage Include the Order Address, the resident address, figure corresponding to the address of the base station and the address information of the customer complaint Shape mark, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then the area to be tested is determined as traffic hotspots Region.
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 address of Order Address and base station is respectively divided into for making and receiving calls by the embodiment of the present invention according to service conditions With two class Order Address of online, in this way, after determining traffic hotspots region, can according in traffic hotspots region for connecing The distributed data for the address made a phone call and targetedly network guarantee is carried out for the distributed data of the address of online, improves user Experience Degree, promote the internet word-of-mouth of user, and workload can be greatly reduced.
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 Order Address of the service order of each user, the resident address of user, portfolio reach pre-set business amount threshold value The address of each base station, customer complaint address;
For the Order Address, the resident address, the address of the base station and the address of the customer complaint respectively pre- If map layer generate different pattern identifications;
Image recognition is carried out to the different pattern identification on the map layer, and according to the different pattern identification Distributed data on the map layer determines traffic hotspots region.
2. the method according to claim 1, wherein the order of the service order for obtaining each user Location, comprising:
Order Address acquisition request is sent to the Informatization Service device for being stored with service order;
The Informatization Service device is received to be extracted according to the Order Address acquisition request and send ordering in each service order Single-address.
3. the method according to claim 1, wherein obtaining the resident address of 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.
4. the method according to claim 1, wherein obtaining each base that portfolio reaches pre-set business amount threshold value The address stood, comprising:
The quality platform server transmission of the portfolio generated to the address for being stored with all base stations of the whole network and each base station is taken Base station address acquisition request with second time period;
The address for each base station that the quality platform server is sent is received, the address of each base station is flat for the quality For platform server from the address of all base stations of the whole network, extracting the portfolio in the second time period is more than the traffic volume threshold Each base station address.
5. the method according to claim 1, wherein obtaining the address of customer complaint, comprising:
It is sent to the complaint service device for the address for being stored with customer complaint and complains address acquisition request;
Receive the address for each customer complaint that the complaint service device is sent according to the complaint address acquisition request.
6. the method according to claim 1, wherein described be directed to the Order Address, the resident address, institute The address of the address and the customer complaint of stating base station generates different pattern identifications in preset map layer respectively, comprising:
Respectively to the Order Address, the resident address, the address of the base station and the address information of the customer complaint into Row identification, and it is 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 It sets and generates different pattern identifications.
7. method according to any one of claims 1 to 6, which is characterized in that it is described on the map layer to described Different pattern identifications carries out image recognition, and the distributed data according to the different pattern identification on the map layer Determine traffic hotspots region, comprising:
For each area to be tested on the map layer, Feature point recognition is carried out with true to the image in area to be tested Fixed included pattern identification;
If the area to be tested includes that the Order Address, the resident address, the address of the base station and the user throw Pattern identification corresponding to the address information told, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then will it is described to Detection zone is determined as traffic hotspots region.
8. a kind of traffic hotspots regional positioning device characterized by comprising
Address acquisition unit, the Order Address of the service order for obtaining each user, the resident address of user, portfolio reach To the address of each base station of pre-set business amount threshold value, the address of customer complaint;
Pattern identification generation unit, for being directed to the Order Address, the resident address, the address of the base station and the use The address that family is complained generates different pattern identifications in preset map layer respectively;
Hot spot region positioning unit, for carrying out image recognition to the different pattern identification on the map layer, and Traffic hotspots region is determined according to distributed data of the different pattern identification on the map layer.
9. device according to claim 8, which is characterized in that the pattern identification generation unit, for respectively to described Order Address, the resident address, the address of the base station and the address information of the customer complaint are identified, 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 The position to match generates different pattern identifications.
10. device according to claim 8 or claim 9, which is characterized in that the hot spot region positioning unit, for being directed to institute Each area to be tested on map layer is stated, included with determination to the image progress Feature point recognition in area to be tested Pattern identification;If the area to be tested point includes the Order Address, the resident address, the address of the base station and described Pattern identification corresponding to the address information of customer complaint, and the quantity of every kind of pattern identification is greater than preset quantity threshold value, then will The area to be tested is determined as traffic hotspots region.
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 1-7 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 the method according to claim 1 to 7.
CN201811618136.3A 2018-12-28 2018-12-28 Traffic hotspots area positioning method, device, equipment and readable medium Pending CN109743674A (en)

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Application Number Priority Date Filing Date Title
CN201811618136.3A CN109743674A (en) 2018-12-28 2018-12-28 Traffic hotspots area positioning method, device, equipment and readable medium

Applications Claiming Priority (1)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110071832A (en) * 2019-04-18 2019-07-30 中国联合网络通信集团有限公司 Communication quality support method and device
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

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102227148A (en) * 2011-06-07 2011-10-26 西安方诚通讯技术服务有限公司 GIS traffic model-based method of optimization analysis on wireless network
CN103177648A (en) * 2011-12-20 2013-06-26 中国电信股份有限公司 Manufacturing method for code division multiple access (CDMA) network signal complaint information map
CN104715127A (en) * 2013-12-11 2015-06-17 中国移动通信集团辽宁有限公司 Identification method and system for complaint hot spot region
CN105682024A (en) * 2016-01-05 2016-06-15 重庆邮电大学 City hot spot identification method based on mobile signaling data
CN106376032A (en) * 2016-08-31 2017-02-01 鲁向东 Method and apparatus for automatically identifying hotspot area
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
CN107580337A (en) * 2016-07-05 2018-01-12 中兴通讯股份有限公司 Hot spot area identification method and device
US20180034770A1 (en) * 2016-07-27 2018-02-01 Oracle International Corporation Methods, systems, and computer readable media for applying a subscriber based policy to a network service data flow
CN107872808A (en) * 2017-09-26 2018-04-03 广东省电信工程有限公司 A kind of WLAN sites prediction analysis method and device
CN108197984A (en) * 2017-12-28 2018-06-22 山东浪潮云服务信息科技有限公司 A kind of data processing method and device

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102227148A (en) * 2011-06-07 2011-10-26 西安方诚通讯技术服务有限公司 GIS traffic model-based method of optimization analysis on wireless network
CN103177648A (en) * 2011-12-20 2013-06-26 中国电信股份有限公司 Manufacturing method for code division multiple access (CDMA) network signal complaint information map
CN104715127A (en) * 2013-12-11 2015-06-17 中国移动通信集团辽宁有限公司 Identification method and system for complaint hot spot region
CN105682024A (en) * 2016-01-05 2016-06-15 重庆邮电大学 City hot spot identification method based on mobile signaling data
CN107580337A (en) * 2016-07-05 2018-01-12 中兴通讯股份有限公司 Hot spot area identification method and device
US20180034770A1 (en) * 2016-07-27 2018-02-01 Oracle International Corporation Methods, systems, and computer readable media for applying a subscriber based policy to a network service data flow
CN106376032A (en) * 2016-08-31 2017-02-01 鲁向东 Method and apparatus for automatically identifying hotspot area
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
CN107872808A (en) * 2017-09-26 2018-04-03 广东省电信工程有限公司 A kind of WLAN sites prediction analysis method and device
CN108197984A (en) * 2017-12-28 2018-06-22 山东浪潮云服务信息科技有限公司 A kind of data processing method and device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
林琳等: "数据业务密度图生成方法以及在TD-LTE网络规划中的应用", 《电信工程技术与标准化》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110071832A (en) * 2019-04-18 2019-07-30 中国联合网络通信集团有限公司 Communication quality support method and device
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

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Application publication date: 20190510