CN116156487A - Identification method, device and medium for base station in abnormal area of number-carrying network conversion - Google Patents
Identification method, device and medium for base station in abnormal area of number-carrying network conversion Download PDFInfo
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/26—Network addressing or numbering for mobility support
- H04W8/28—Number portability ; Network address portability
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- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/12—Messaging; Mailboxes; Announcements
- H04W4/14—Short messaging services, e.g. short message services [SMS] or unstructured supplementary service data [USSD]
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Abstract
The invention provides a method, a device and a medium for identifying a base station in an abnormal area of a number-carrying network, wherein the method comprises the following steps: acquiring a number-carrying network-switching short message data set in a preset time period; acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set; acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area; acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position; and excavating base stations of other possibly formed abnormal areas of the number-carrying network transfer according to the abnormal area base station data characteristic value set, and obtaining a number-carrying network transfer abnormal area early warning base station data set. The method, the device and the medium can solve the problem that the prior art does not have a related scheme of identifying the base station of the abnormal area of the number-carrying network transfer.
Description
Technical Field
The present invention relates to the field of network technologies, and in particular, to a method, an apparatus, and a medium for identifying a base station in an abnormal area of a number-carrying network.
Background
Since 2019, the ministry of industry and information organizations have provided nationwide number portability service. The user can change to another user of the telecom operator without changing the mobile phone number through the number-carrying network, and the user accesses the changed telecom operator network to enjoy various services provided by the user.
The number-carrying network-transferring brings convenience to users, promotes operators to improve network coverage quality and improve service experience, but also aggravates competition among operators, leads to improper competition in the carrying process, and in order to strengthen the number-carrying network-transferring service management and improve industry service quality, supervision institutions such as industry and informatization parts definitely use number-carrying network-transferring red lines such as 'nine inaccurate' and the like by formulating a 'number-carrying network-transferring service management regulation', and prohibits operators from setting special tariff schemes and marketing schemes for the number-carrying network-transferring users, however, how to identify base stations in abnormal areas of the number-carrying network-transferring, so that the supervision institutions are assisted to strike improper competition.
Disclosure of Invention
The invention aims to solve the technical problems of the prior art, and provides a method, a device and a medium for identifying a base station in a number-carrying network-transfer abnormal area, which are used for solving the problems that the prior art does not have a related scheme for identifying the base station in the number-carrying network-transfer abnormal area.
In a first aspect, the present invention provides a method for identifying a base station in an abnormal area of a number portability, where the method includes:
acquiring a number-carrying network-switching short message data set in a preset time period;
acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area;
acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position;
and excavating base stations of other possibly formed abnormal areas of the number-carrying network transfer according to the abnormal area base station data characteristic value set, and obtaining a number-carrying network transfer abnormal area early warning base station data set.
Further, the acquiring the number-carrying network-transferring short message data set within the preset time period specifically includes:
acquiring a number-carrying network-transferring qualification query short message data set in a preset time period and a number-carrying network-transferring authorization code application short message data set;
summarizing the number-carrying network-transferring qualification inquiry short message data set and the number-carrying network-transferring authorization code application short message data set to obtain the number-carrying network-transferring short message data set.
Further, before the acquiring the number-carrying network-transferring qualification query short message data set in the preset time period and the number-carrying network-transferring authorization code applies for the short message data set, the method further includes:
and counting the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data sent by the user in real time, wherein the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data comprise sending time, short message codes, short message instructions, user numbers, places, counties and base station positions.
Further, the acquiring the data set of the base station in the abnormal area of the number-carrying and network-transferring according to the number-carrying and network-transferring short message data set specifically includes:
acquiring a single base station number-carrying network-transferring abnormal region base station data set and a neighboring base station number-carrying network-transferring abnormal region base station data set according to the number-carrying network-transferring short message data set;
and merging the single base station number-carrying network-switching abnormal area base station data set and the adjacent base station number-carrying network-switching abnormal area base station data set to obtain the number-carrying network-switching abnormal area base station data set.
Further, the acquiring the single base station number-carrying network-transfer abnormal area base station data set and the adjacent base station number-carrying network-transfer abnormal area base station data set according to the number-carrying network-transfer short message data set specifically includes:
acquiring all base stations with the number of the number-carrying network-switching short messages or the number of the sending users larger than a preset threshold value in the number-carrying network-switching short message data set, and acquiring a single base station number-carrying network-switching abnormal area base station data set;
and acquiring the number-carrying network-switching short messages corresponding to a plurality of adjacent base stations in the number-carrying network-switching short message data set or the adjacent base stations with the number of sending users larger than the preset threshold according to the adjacent position relation of each base station, and obtaining the number-carrying network-switching abnormal area base station data set of the adjacent base stations.
Further, after the obtaining the data set of the base station in the abnormal area of the number portability, the method further includes:
and continuously optimizing and adjusting the preset time period and the preset threshold according to the accuracy of the daily output data set of the base station in the abnormal area of the number-carrying and network-switching.
Further, the marketing location includes: business hall perimeter, cell, rural area, street and sales floor;
the abnormal area base station data characteristic value set comprises: the method comprises the steps of a data characteristic value set of a base station in an abnormal area around a business hall, a data characteristic value set of a base station in an abnormal area of a cell, a data characteristic value set of a base station in an abnormal area of a rural area, a data characteristic value set of a base station in an abnormal area of a street and a data characteristic value set of a base station in an abnormal area of a sales floor.
Further, after the base station of the abnormal area of the number-carrying network is mined out according to the data characteristic value set of the base station of the abnormal area of the number-carrying network, and the early warning base station data set of the abnormal area of the number-carrying network is obtained, the method further comprises:
and generating an early warning work order according to the data set of the early warning base station in the abnormal area of the number-carrying network transfer, and sending the early warning work order to a corresponding area marketing team.
In a second aspect, the present invention provides an identification device for a base station in an abnormal area of a number-carrying and network-transferring, including:
the short message data acquisition module is used for acquiring a number-carrying network-switching short message data set in a preset time period;
the base station data acquisition module is connected with the short message data acquisition module and is used for acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
the marketing position acquisition module is connected with the base station data acquisition module and is used for acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying and network-switching abnormal area according to the number-carrying and network-switching abnormal area base station data set;
the data characteristic value acquisition module is connected with the marketing position acquisition module and is used for acquiring an abnormal area base station data characteristic value set by adopting a big data characteristic analysis method according to the marketing position;
and the early warning base station identification module is connected with the data characteristic value acquisition module and is used for excavating base stations of other possibly formed number-carrying network-switching abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-switching abnormal area early warning base station data set.
In a third aspect, the present invention provides an apparatus for identifying a base station in an abnormal area of a number portability, comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to run the computer program to implement the method for identifying a base station in an abnormal area of a number portability according to the first aspect.
In a fourth aspect, the present invention provides a computer readable storage medium, where a computer program is stored, where the computer program when executed by a processor implements the method for identifying a base station in a network-carrying abnormal area according to the first aspect.
The invention provides a method, a device and a medium for identifying a number-carrying network-switching abnormal area base station. Firstly, acquiring a number-carrying network-switching short message data set in a preset time period; acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set; then, acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area; acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position; and finally, excavating base stations of other possible number-carrying network-transfer abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-transfer abnormal area early-warning base station data set, so that a responsibility team can conveniently identify propaganda and marketing behaviors in which illegal competitive behaviors are suspected to exist according to the number-carrying network-transfer abnormal area early-warning base station data set, the assistance of a supervision mechanism in striking the illegal competitive behaviors is facilitated, fair competition of the telecommunication industry is standardized and protected, and the problem that the prior art does not identify related schemes of the base stations of the number-carrying network-transfer abnormal areas is solved.
Drawings
Fig. 1 is a flowchart of a method for identifying a base station in an abnormal area of a number portability network in embodiment 1 of the present invention;
fig. 2 is a schematic structural diagram of an identification device for a base station in an abnormal area of a number-carrying network in embodiment 2 of the present invention;
fig. 3 is a schematic structural diagram of an identification device for a base station in an abnormal area of a number portability network in embodiment 3 of the present invention.
Detailed Description
In order to make the technical scheme of the present invention better understood by those skilled in the art, the following detailed description of the embodiments of the present invention will be given with reference to the accompanying drawings.
It is to be understood that the specific embodiments and figures described herein are merely illustrative of the invention, and are not limiting of the invention.
It is to be understood that the various embodiments of the invention and the features of the embodiments may be combined with each other without conflict.
It is to be understood that only the portions relevant to the present invention are shown in the drawings for convenience of description, and the portions irrelevant to the present invention are not shown in the drawings.
It should be understood that each unit and module in the embodiments of the present invention may correspond to only one physical structure, may be formed by a plurality of physical structures, or may be integrated into one physical structure.
It will be appreciated that, without conflict, the functions and steps noted in the flowcharts and block diagrams of the present invention may occur out of the order noted in the figures.
It is to be understood that the flowcharts and block diagrams of the present invention illustrate the architecture, functionality, and operation of possible implementations of systems, apparatuses, devices, methods according to various embodiments of the present invention. Where each block in the flowchart or block diagrams may represent a unit, module, segment, code, or the like, which comprises executable instructions for implementing the specified functions. Moreover, each block or combination of blocks in the block diagrams and flowchart illustrations can be implemented by hardware-based systems that perform the specified functions, or by combinations of hardware and computer instructions.
It should be understood that the units and modules related in the embodiments of the present invention may be implemented by software, or may be implemented by hardware, for example, the units and modules may be located in a processor.
Example 1:
the embodiment provides a method for identifying a base station in an abnormal area of a number-carrying network, as shown in fig. 1, the method includes:
step S101: and acquiring the number-carrying network-switching short message data set in a preset time period.
In this embodiment, the preset time period may be configured according to practical situations, for example, 12 hours, 24 hours, etc., where the number-portability short message data set includes all sets of all short messages for indicating that the user may be carrying the number-portability.
Optionally, the acquiring the number-carrying network-transferring sms data set in the preset time period may specifically include:
acquiring a number-carrying network-transferring qualification query short message data set in a preset time period and a number-carrying network-transferring authorization code application short message data set;
summarizing the number-carrying network-transferring qualification inquiry short message data set and the number-carrying network-transferring authorization code application short message data set to obtain the number-carrying network-transferring short message data set.
In this embodiment, the number-carrying network-transfer qualification query short message is used for querying whether the number-carrying network-transfer condition is satisfied, and the number-carrying network-transfer authorization code application short message is used for applying an authorization code when the number-carrying network-transfer condition is satisfied. When the number-carrying and network-transferring service is transacted, the user needs to first inquire whether the number meets the number-carrying and network-transferring condition or not to send a number-carrying and network-transferring qualification inquiry short message, and then after the number-carrying and network-transferring condition is met, the user meeting the number-carrying and network-transferring condition can apply for the number-carrying and network-transferring authorization code to the carrying party to obtain the carrying authorization code, and then send a number-carrying and network-transferring authorization code application short message.
Optionally, before the acquiring the number-carrying network-transfer qualification query short message data set in the preset time period and the number-carrying network-transfer authorization code applies for the short message data set, the method further includes:
and counting the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data sent by the user in real time, wherein the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data comprise sending time, short message codes, short message instructions, user numbers, places, counties and base station positions.
In this embodiment, in order to facilitate subsequent classification statistics, the system counts the number-carrying network-converting qualification query short message data sent by the user in real time to obtain a number-carrying network-converting qualification query short message set a, where the set a data includes information such as sending time, short message code, short message instruction, user number, city, county, and base station location. Meanwhile, the system counts the number-carrying network-transferring authorization code application short message data sent by the user in real time to obtain a number-carrying network-transferring authorization code application short message set B, wherein the set B data also comprises information such as sending time, short message codes, short message instructions, user numbers, local cities, counties, base station positions and the like, and the short message codes and the short message instructions refer to short message codes and short message instructions corresponding to the time when the user sends the number-carrying network-transferring authorization code application short message to the operator system.
In this embodiment, the system collects the data of the short message set a and the data of the short message set B applied by the number-carrying network-transferring authorization code in real time to form a number-carrying network-transferring short message data set C.
Step S102: and acquiring a data set of the base station in the abnormal area of the number-carrying network according to the number-carrying network-switching short message data set.
In this embodiment, the situation of the number-carrying and network-transferring short message data sent in each base station cell may be obtained according to the user number and the base station position in the number-carrying and network-transferring short message data set, which may specifically include the number of the number-carrying and network-transferring short messages or the number of the sending users, and then the system obtains the base station data set of the abnormal area of the number-carrying and network-transferring according to the situation of the number-carrying and network-transferring short message data.
Optionally, the acquiring the data set of the base station in the abnormal area of the number-carrying and network-transferring according to the number-carrying and network-transferring short message data set specifically includes:
acquiring a single base station number-carrying network-transferring abnormal region base station data set and a neighboring base station number-carrying network-transferring abnormal region base station data set according to the number-carrying network-transferring short message data set;
and merging the single base station number-carrying network-switching abnormal area base station data set and the adjacent base station number-carrying network-switching abnormal area base station data set to obtain the number-carrying network-switching abnormal area base station data set.
In this embodiment, the single base station number-carrying and network-transferring abnormal area base station data set and the adjacent base station number-carrying and network-transferring abnormal area base station data set may be specifically obtained according to the number of number-carrying and network-transferring short messages or the number of sending users, where the number-carrying and network-transferring abnormal area base station data may specifically include location information such as a base station ID and a base station coordinate of the number-carrying and network-transferring abnormal area.
Optionally, the acquiring the single base station number-carrying network-transfer abnormal area base station data set and the adjacent base station number-carrying network-transfer abnormal area base station data set according to the number-carrying network-transfer short message data set specifically includes:
acquiring all base stations with the number of the number-carrying network-switching short messages or the number of the sending users larger than a preset threshold value in the number-carrying network-switching short message data set, and acquiring a single base station number-carrying network-switching abnormal area base station data set;
and acquiring the number-carrying network-switching short messages corresponding to a plurality of adjacent base stations in the number-carrying network-switching short message data set or the adjacent base stations with the number of sending users larger than the preset threshold according to the adjacent position relation of each base station, and obtaining the number-carrying network-switching abnormal area base station data set of the adjacent base stations.
In this embodiment, the preset threshold may be set according to the actual situation. Specifically, the system counts the situations of sending the number-carrying and network-transferring short messages in each base station cell in the number-carrying and network-transferring short message data set C in real time, and when the number of the number-carrying and network-transferring short messages sent in the base station or the number of the sending users exceeds a preset threshold value Y (the number of the number-carrying and network-transferring short messages is greater than Y, or the number of the sending users is greater than Y), the base station data set D in the abnormal area of the number-carrying and network-transferring of the single base station is output. Meanwhile, the system counts the situations of transmitting the number-carrying and network-switching short messages in each base station cell in the number-carrying and network-switching short message data set C in real time, and outputs the base station data set E of the abnormal area of the number-carrying and network-switching of the adjacent base stations when the number of the number-carrying and network-switching short messages transmitted by the adjacent base stations or the number of the transmitted users exceeds a preset threshold Y (the number of the number-carrying and network-switching short messages is greater than Y or the number of the transmitted users is greater than Y) according to the adjacent position relation of the base stations.
In this embodiment, the number-carrying and network-transferring abnormal area base station data set F can be obtained by combining the number-carrying and network-transferring abnormal area base station data set D of the single base station and the number-carrying and network-transferring abnormal area base station data set E of the adjacent base station in real time.
Optionally, after the obtaining the data set of the base station in the abnormal area of the number portability, the method further includes:
and continuously optimizing and adjusting the preset time period and the preset threshold according to the accuracy of the daily output data set of the base station in the abnormal area of the number-carrying and network-switching.
In this embodiment, according to the accuracy of the daily output data set F of the base station in the abnormal area of number portability, the preset time period X and the preset threshold Y of the parameter can be continuously optimized and adjusted, so as to improve the accuracy of the data of the set F, and accurately distinguish the normal number portability requirement of the user from the abnormal situation of number portability. For example, in the process of carrying out operation and maintenance activities, daily business personnel and base station maintenance personnel find that certain base stations receive that the short message data of the user for sending the number-carrying network-switching qualification query is larger in unit time (normal user behavior and no friend intervention), and the X, Y value (optimization parameter) can be properly reduced if the short message data exceeds a set threshold.
Step S103: and acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area.
In this embodiment, the marketing location may include: business hall perimeter, cell, rural area, street, store, etc. Preferably business hall perimeter, cell, rural area, street and sales floor.
Step S104: and acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position.
Specifically, the abnormal area base station data characteristic value set includes: the method comprises the steps of a data characteristic value set of a base station in an abnormal area around a business hall, a data characteristic value set of a base station in an abnormal area of a cell, a data characteristic value set of a base station in an abnormal area of a rural area, a data characteristic value set of a base station in an abnormal area of a street and a data characteristic value set of a base station in an abnormal area of a sales floor.
In this embodiment, according to the number-carrying network-transfer abnormal area base station data set F and the base station position, marketing positions (such as the periphery of a business hall, a cell, a rural area, a street, a market, etc.) possibly existing in the coverage area of the number-carrying network-transfer abnormal area base station can be obtained, and further, according to a scene, a big data feature analysis method is adopted to output an abnormal area base station data feature value set G, wherein the abnormal area base station data feature value set G can include a business hall periphery class abnormal area base station data feature value set G1, a cell class abnormal area base station data feature value set G2, a rural class abnormal area base station data feature value set G3, a street class abnormal area base station data feature value set G4, a market class abnormal area base station data feature value set G5, etc. The rural areas refer to marketing positions in rural areas, the street areas refer to marketing positions in urban streets, for example, the street areas have large people flow, one marketing position is temporarily set, the market areas refer to the surrounding of a large supermarket, the people flow is relatively large, other operators can set marketing points, and improper marketing behaviors possibly exist. These 5 marketing locations do not coincide in the system.
Step S105: and excavating base stations of other possibly formed abnormal areas of the number-carrying network transfer according to the abnormal area base station data characteristic value set, and obtaining a number-carrying network transfer abnormal area early warning base station data set.
Specifically, in the total base station data of the operators, the abnormal area base station data characteristic value set G is used for matching and mining the base stations of the number-carrying network-transfer abnormal area possibly formed to obtain a number-carrying network-transfer abnormal area early-warning base station data set H, wherein the number-carrying network-transfer abnormal area early-warning base station data set H can comprise a business hall peripheral number-carrying network-transfer abnormal area early-warning base station data set H1, a cell number-carrying network-transfer abnormal area early-warning base station data set H2, a rural number-carrying network-transfer abnormal area early-warning base station data set H3, a street number-carrying network-transfer abnormal area early-warning base station data set H4, a sales place number-carrying network-transfer abnormal area early-warning base station data set H5 and the like.
In this embodiment, the abnormal area base station data feature value set G is a small part of the confirmed base station data, and the number-carrying network-transfer abnormal area early warning base station can be obtained by calculating several key feature values of the small part of the base station data, then using the feature values to perform feature value matching in the total base station data, and successfully matching.
Optionally, after the base station of the abnormal area of the number-carrying network is mined according to the abnormal area base station data feature value set to obtain the early warning base station data set of the abnormal area of the number-carrying network, the method further includes:
and generating an early warning work order according to the data set of the early warning base station in the abnormal area of the number-carrying network transfer, and sending the early warning work order to a corresponding area marketing team.
In this embodiment, in order to remind the responsible team to identify propaganda and marketing actions in which there is suspected improper competitive action, the auxiliary supervision organization hits the improper competitive action, standardizes and protects fair competition in the telecommunications industry, and the system generates an early warning work order in real time according to the number-carrying network-transfer abnormal region early warning base station data set H and regional marketing team information, so that the regional marketing team can grasp the risk position in advance, and the possibly existing improper competitive marketing actions can be detected, wherein the early warning work order mainly comprises a number-carrying network-transfer short message data set and a number-carrying network-transfer abnormal region early warning base station data set.
In a specific embodiment, the method for identifying the base station in the abnormal area of the number portability network may include the following steps:
(1) And counting the user to send the number-carrying network-switching qualification query short message data in real time, and outputting a number-carrying network-switching qualification query short message set A, wherein the set A data comprises information such as sending time, short message codes, short message instructions, user numbers, city, county, base station positions and the like.
The number-carrying and network-transferring qualification inquiry short message is used for inquiring whether the number-carrying and network-transferring conditions are met.
(2) And counting the user to send the short message data of the number-carrying network-switching authorization code application in real time, and outputting a short message set B of the number-carrying network-switching authorization code application, wherein the set B data comprises the information such as the sending time, the short message code, the short message instruction, the user number, the city, the county, the base station position and the like.
The short message for applying the authorization code for the number-carrying network-transferring is used for applying the authorization code when the number-carrying network-transferring condition is met.
When the number-carrying and network-transferring service is transacted, the user needs to first inquire whether the number meets the number-carrying and network-transferring condition or not to send a number-carrying and network-transferring qualification inquiry short message, and then after the number-carrying and network-transferring condition is met, the user meeting the number-carrying and network-transferring condition can apply for the number-carrying and network-transferring authorization code to the carrying party to obtain the carrying authorization code, and then send a number-carrying and network-transferring authorization code application short message.
(3) And summarizing the data of the short message set A and the data of the short message set B applied by the number-carrying network-switching authorization code in real time to form a number-carrying network-switching sending short message data union set C.
(4) And counting the number-carrying and network-switching short messages sent in each base station cell in X hours (the parameter X can be configured according to actual conditions) in the set C in real time, and outputting a single base station number-carrying and network-switching abnormal region base station data set D when the number of the number-carrying and network-switching short messages sent in the base station exceeds a preset threshold Y (or the number of sent users is less than Y).
(5) And counting the number-carrying and network-switching short messages sent in each base station cell in the set C in real time (the parameter X can be configured according to actual conditions), and outputting a base station data set E of the abnormal area of the number-carrying and network-switching of the adjacent base stations when the number of the number-carrying and network-switching short messages sent by the plurality of adjacent base stations exceeds a preset threshold Y (or the number of the sent users is less than Y) according to the adjacent position relation of the base stations.
(6) And merging the single base station number-carrying network-switching abnormal region base station data set D and the adjacent base station number-carrying network-switching abnormal region base station data set E in real time, and outputting the number-carrying network-switching abnormal region base station data set F.
The base station data of the abnormal area of the number-carrying and network-transferring specifically can include the base station ID, the base station coordinates and other position information of the abnormal area of the number-carrying and network-transferring.
(7) According to the accuracy of the daily output number-carrying network-transfer abnormal region base station data set F, the parameters X and Y are continuously optimized and adjusted, the accuracy of the set F data is improved, and the normal number-carrying requirements of users and the abnormal number-carrying network-transfer conditions of the users are accurately distinguished.
For example, in the process of carrying out operation and maintenance activities, daily business personnel and base station maintenance personnel find that certain base stations receive that the short message data of the user for sending the number-carrying network-switching qualification query is larger in unit time (normal user behavior and no friend intervention), and the X, Y value (optimization parameter) can be properly reduced if the short message data exceeds a set threshold.
(8) According to the number-carrying network-transferring abnormal region base station data set F, combining with the base station position and marketing positions possibly existing in the base station coverage area (such as business hall periphery, district, rural area, street, sales place and the like), further outputting an abnormal region base station data characteristic value set G according to a scene by adopting a big data characteristic analysis method, wherein the big data characteristic analysis method comprises a business hall periphery class abnormal region base station data characteristic value set G1, a district class abnormal region base station data characteristic value set G2, a rural class abnormal region base station data characteristic value set G3, a street class abnormal region base station data characteristic value set G4, a sales place class abnormal region base station data characteristic value set G5 and the like.
The rural areas refer to marketing positions in rural areas, the street areas refer to marketing positions in urban streets, for example, the street areas have large people flow, one marketing position is temporarily set, the market areas refer to the surrounding of a large supermarket, the people flow is relatively large, other operators can set marketing points, improper marketing behaviors possibly exist, and the 5 marketing positions are not overlapped in the system.
(9) In the total base station data of operators, a base station of a number-carrying network-transfer abnormal area possibly formed by matching and mining of a marketing abnormal area base station data characteristic value set G is used for outputting a number-carrying network-transfer abnormal area early-warning base station data set H, wherein the number-carrying network-transfer abnormal area early-warning base station data set H comprises a business hall periphery number-carrying network-transfer abnormal area early-warning base station data set H1, a cell number-carrying network-transfer abnormal area early-warning base station data set H2, a rural number-carrying network-transfer abnormal area early-warning base station data set H3, a street number-carrying network-transfer abnormal area early-warning base station data set H4, a sales hall number-carrying network-transfer abnormal area early-warning base station data set H5 and the like.
The abnormal area base station data characteristic value set G is a small part of confirmed base station data, a plurality of key characteristic values of the small part of base station data are calculated, then characteristic value matching is carried out on the total base station data by using the characteristic values, and the abnormal area early warning base station with the number conversion network can be obtained after successful matching.
(10) And generating an early warning work order in real time according to the number-carrying network-switching abnormal region early warning base station data set H and the region marketing team information, and sending the early warning work order to the region marketing team for the region marketing team to grasp the risk position in advance and check possible improper competition marketing behaviors, wherein the early warning work order mainly comprises the number-carrying network-switching short message data set and the number-carrying network-switching abnormal region early warning base station data set. The responsibility team is reminded to identify propaganda and marketing behaviors in which illegal competitive behaviors are suspected through the early warning worksheet, so that the supervision authorities are assisted to hit the illegal competitive behaviors, and fair competition in the telecom industry is standardized and protected
The method for identifying the number-carrying network-switching abnormal region base station comprises the steps of firstly obtaining a number-carrying network-switching short message data set in a preset time period; acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set; then, acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area; acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position; and finally, excavating base stations of other possible number-carrying network-transfer abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-transfer abnormal area early-warning base station data set, so that a responsibility team can conveniently identify propaganda and marketing behaviors in which illegal competitive behaviors are suspected to exist according to the number-carrying network-transfer abnormal area early-warning base station data set, the assistance of a supervision mechanism in striking the illegal competitive behaviors is facilitated, fair competition of the telecommunication industry is standardized and protected, and the problem that the prior art does not identify related schemes of the base stations of the number-carrying network-transfer abnormal areas is solved.
Example 2:
as shown in fig. 2, the present embodiment provides a device for identifying a base station in an abnormal area of a number-carrying network, which is configured to execute the method for identifying a base station in an abnormal area of a number-carrying network, including:
the short message data acquisition module 11 is used for acquiring a number-carrying network-switching short message data set in a preset time period;
the base station data acquisition module 12 is connected with the short message data acquisition module 11 and is used for acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
the marketing position acquisition module 13 is connected with the base station data acquisition module 12 and is used for acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying and network-switching abnormal area according to the number-carrying and network-switching abnormal area base station data set;
the data characteristic value acquisition module 14 is connected with the marketing position acquisition module 13 and is used for acquiring an abnormal area base station data characteristic value set by adopting a big data characteristic analysis method according to the marketing position;
the early warning base station identification module 15 is connected with the data characteristic value acquisition module 14, and is used for excavating base stations of other possibly formed number-carrying network-transfer abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-transfer abnormal area early warning base station data set.
Optionally, the short message data obtaining module 11 specifically includes:
the first acquisition unit is used for acquiring the number-carrying network-transferring qualification query short message data set in a preset time period and applying for the short message data set by the number-carrying network-transferring authorization code;
and the data summarizing unit is used for summarizing the number-carrying network-switching qualification inquiry short message data set and the number-carrying network-switching authorization code application short message data set to obtain the number-carrying network-switching short message data set.
Optionally, the apparatus further comprises:
the real-time statistics unit is used for counting the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data sent by the user in real time, wherein the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data comprise sending time, short message codes, short message instructions, user numbers, city, county and base station positions.
Optionally, the base station data acquisition module 12 specifically includes:
the second acquisition unit is used for acquiring a single base station number-carrying network-switching abnormal area base station data set and a neighboring base station number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
and the data merging unit is used for merging the single base station number-carrying network-switching abnormal area base station data set and the adjacent base station number-carrying network-switching abnormal area base station data set to obtain the number-carrying network-switching abnormal area base station data set.
Optionally, the second obtaining unit specifically includes:
the first set acquisition unit is used for acquiring all base stations with the number of the number-carrying network-switching short messages or the number of the sending users in the number-carrying network-switching short message data set larger than a preset threshold value, and acquiring a single base station number-carrying network-switching abnormal area base station data set;
the second set obtaining unit is configured to obtain, according to the adjacent location relationship of each base station, the number-carrying and network-transferring short messages corresponding to multiple adjacent base stations in the number-carrying and network-transferring short message data set or the number of sending users is greater than the preset threshold value, and obtain the number-carrying and network-transferring abnormal area base station data set of the adjacent base stations.
Optionally, the apparatus further comprises:
and the optimization adjustment module is used for continuously optimally adjusting the preset time period and the preset threshold according to the accuracy of the daily output number-carrying network-transfer abnormal area base station data set.
Optionally, the marketing location includes: business hall perimeter, cell, rural area, street and sales floor;
the abnormal area base station data characteristic value set comprises: the method comprises the steps of a data characteristic value set of a base station in an abnormal area around a business hall, a data characteristic value set of a base station in an abnormal area of a cell, a data characteristic value set of a base station in an abnormal area of a rural area, a data characteristic value set of a base station in an abnormal area of a street and a data characteristic value set of a base station in an abnormal area of a sales floor.
Optionally, the apparatus further comprises:
and the early warning work order sending module is used for generating an early warning work order according to the data set of the early warning base station in the abnormal area of the number-carrying network transfer and sending the early warning work order to a corresponding area marketing team.
Example 3:
referring to fig. 3, the present embodiment provides an apparatus for identifying a number portability abnormal area base station, which includes a memory 21 and a processor 22, wherein the memory 21 stores a computer program, and the processor 22 is configured to execute the computer program to execute the method for identifying a number portability abnormal area base station in embodiment 1.
The memory 21 is connected to the processor 22, the memory 21 may be a flash memory, a read-only memory, or other memories, and the processor 22 may be a central processing unit or a single chip microcomputer.
Example 4:
the present embodiment provides a computer-readable storage medium having a computer program stored thereon, which when executed by a processor, implements the method for identifying a number portability abnormal region base station in embodiment 1 described above.
Computer-readable storage media include volatile or nonvolatile, removable or non-removable media implemented in any method or technology for storage of information such as computer-readable instructions, data structures, computer program modules or other data. Computer-readable storage media includes, but is not limited to, RAM (Random Access Memory ), ROM (Read-Only Memory), EEPROM (Electrically Erasable Programmable Read Only Memory, charged erasable programmable Read-Only Memory), flash Memory or other Memory technology, CD-ROM (Compact Disc Read-Only Memory), digital Versatile Disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by a computer.
The identification device and the readable storage medium for the number-carrying and network-transferring abnormal area base station provided in embodiments 2 to 4 firstly obtain a number-carrying and network-transferring short message data set in a preset time period; acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set; then, acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area; acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position; and finally, excavating base stations of other possible number-carrying network-transfer abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-transfer abnormal area early-warning base station data set, so that a responsibility team can conveniently identify propaganda and marketing behaviors in which illegal competitive behaviors are suspected to exist according to the number-carrying network-transfer abnormal area early-warning base station data set, the assistance of a supervision mechanism in striking the illegal competitive behaviors is facilitated, fair competition of the telecommunication industry is standardized and protected, and the problem that the prior art does not identify related schemes of the base stations of the number-carrying network-transfer abnormal areas is solved.
It is to be understood that the above embodiments are merely illustrative of the application of the principles of the present invention, but not in limitation thereof. Various modifications and improvements may be made by those skilled in the art without departing from the spirit and substance of the invention, and are also considered to be within the scope of the invention.
Claims (11)
1. The identification method of the base station in the abnormal area of the number-carrying and network-transferring is characterized by comprising the following steps:
acquiring a number-carrying network-switching short message data set in a preset time period;
acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying network-switching abnormal area according to the data set of the base station of the number-carrying network-switching abnormal area;
acquiring a data characteristic value set of the base station in the abnormal area by adopting a big data characteristic analysis method according to the marketing position;
and excavating base stations of other possibly formed abnormal areas of the number-carrying network transfer according to the abnormal area base station data characteristic value set, and obtaining a number-carrying network transfer abnormal area early warning base station data set.
2. The method of claim 1, wherein the acquiring the number-carrying and network-transferring sms data set within the preset period of time specifically includes:
acquiring a number-carrying network-transferring qualification query short message data set in a preset time period and a number-carrying network-transferring authorization code application short message data set;
summarizing the number-carrying network-transferring qualification inquiry short message data set and the number-carrying network-transferring authorization code application short message data set to obtain the number-carrying network-transferring short message data set.
3. The method of claim 2, wherein before the acquiring the number portability qualification query sms data set and the number portability authorization code apply for sms data set within the preset period of time, the method further comprises:
and counting the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data sent by the user in real time, wherein the number-carrying network-switching qualification inquiring short message data and the number-carrying network-switching authorization code applying short message data comprise sending time, short message codes, short message instructions, user numbers, places, counties and base station positions.
4. The method of claim 1, wherein the obtaining the data set of the base station in the abnormal area of the number-carrying and network-transferring according to the data set of the number-carrying and network-transferring short message specifically comprises:
acquiring a single base station number-carrying network-transferring abnormal region base station data set and a neighboring base station number-carrying network-transferring abnormal region base station data set according to the number-carrying network-transferring short message data set;
and merging the single base station number-carrying network-switching abnormal area base station data set and the adjacent base station number-carrying network-switching abnormal area base station data set to obtain the number-carrying network-switching abnormal area base station data set.
5. The method of claim 3, wherein the obtaining the single base station number-carrying network-transfer abnormal area base station data set and the adjacent base station number-carrying network-transfer abnormal area base station data set according to the number-carrying network-transfer short message data set specifically comprises:
acquiring all base stations with the number of the number-carrying network-switching short messages or the number of the sending users larger than a preset threshold value in the number-carrying network-switching short message data set, and acquiring a single base station number-carrying network-switching abnormal area base station data set;
and acquiring the number-carrying network-switching short messages corresponding to a plurality of adjacent base stations in the number-carrying network-switching short message data set or the adjacent base stations with the number of sending users larger than the preset threshold according to the adjacent position relation of each base station, and obtaining the number-carrying network-switching abnormal area base station data set of the adjacent base stations.
6. The method of claim 5, wherein after the obtaining the data set of the number portability abnormal region base station, the method further comprises:
and continuously optimizing and adjusting the preset time period and the preset threshold according to the accuracy of the daily output data set of the base station in the abnormal area of the number-carrying and network-switching.
7. The method of claim 1, wherein the marketing location comprises: business hall perimeter, cell, rural area, street and sales floor;
the abnormal area base station data characteristic value set comprises: the method comprises the steps of a data characteristic value set of a base station in an abnormal area around a business hall, a data characteristic value set of a base station in an abnormal area of a cell, a data characteristic value set of a base station in an abnormal area of a rural area, a data characteristic value set of a base station in an abnormal area of a street and a data characteristic value set of a base station in an abnormal area of a sales floor.
8. The method of claim 1, wherein after the base station of the abnormal area of the number-carrying and network-transferring possibly formed is mined according to the data characteristic value set of the base station of the abnormal area, the method further comprises:
and generating an early warning work order according to the data set of the early warning base station in the abnormal area of the number-carrying network transfer, and sending the early warning work order to a corresponding area marketing team.
9. The device for identifying the base station in the abnormal area of the number-carrying network transfer is characterized by comprising the following components:
the short message data acquisition module is used for acquiring a number-carrying network-switching short message data set in a preset time period;
the base station data acquisition module is connected with the short message data acquisition module and is used for acquiring a number-carrying network-switching abnormal area base station data set according to the number-carrying network-switching short message data set;
the marketing position acquisition module is connected with the base station data acquisition module and is used for acquiring marketing positions of other operators in the coverage area of the base station of each number-carrying and network-switching abnormal area according to the number-carrying and network-switching abnormal area base station data set;
the data characteristic value acquisition module is connected with the marketing position acquisition module and is used for acquiring an abnormal area base station data characteristic value set by adopting a big data characteristic analysis method according to the marketing position;
and the early warning base station identification module is connected with the data characteristic value acquisition module and is used for excavating base stations of other possibly formed number-carrying network-switching abnormal areas according to the abnormal area base station data characteristic value set to obtain a number-carrying network-switching abnormal area early warning base station data set.
10. A device for identifying a number portability abnormal area base station, comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to run the computer program to implement the method for identifying a number portability abnormal area base station according to any one of claims 1-8.
11. A computer readable storage medium, wherein a computer program is stored on the computer readable storage medium, and when executed by a processor, the computer program implements the method for identifying a number portability abnormal area base station according to any one of claims 1-8.
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| CN202310118748.0A CN116156487A (en) | 2023-01-31 | 2023-01-31 | Identification method, device and medium for base station in abnormal area of number-carrying network conversion |
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