CN116187703A - Method, device, computer equipment and storage medium for determining business extension area - Google Patents
Method, device, computer equipment and storage medium for determining business extension area Download PDFInfo
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Abstract
The application relates to a method, a device, computer equipment and a storage medium for determining a business extension area, relates to the technical field of computers, and can be used in the technical field of finance and technology or other related fields. The method comprises the following steps: and responding to the extension area planning request of each branch mechanism belonging to the same target mechanism in the target area, acquiring the position information and service data of each branch mechanism, determining the preliminary extension area of each branch mechanism in the target area according to the position information and service data of each branch mechanism, and determining the service extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area. By adopting the method, the service extension areas of all branch institutions can be accurately divided.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method and apparatus for determining a service extension area, a computer device, and a storage medium, which may be used in the field of financial technology or other related fields.
Background
With the development of computer technology, under the circumstance that the number of branches (such as different branches under a bank) under the same institution in each region is greatly increased, in order to facilitate the service extension of each branch, the technology of determining the extension area of each branch appears.
At present, the determination of the service extension area of each branch is realized by processing the historical service extension information of each branch, and the method divides the service extension area of each branch to a certain extent, but the division of the service extension area is possibly inaccurate due to the fact that the historical service extension information is depended on, so that the problems of overlapping of the service extension areas and uneven resource allocation among the branch are caused, and the improvement is needed.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a method, an apparatus, a computer device, and a storage medium for determining a service extension area that can accurately divide the service extension area of each branch office.
In a first aspect, the present application provides a method for determining a service extension area. The method comprises the following steps:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In one embodiment, determining a preliminary extension area of each branch in the target area according to the location information and the service data of each branch comprises:
determining the basic distance between each regional point and each branch mechanism according to the position information of each branch mechanism and the position information of each regional point in the target region; determining the weight coefficient of each branch according to the service data of each branch; weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism; and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
In one embodiment, the service data for each branch includes the number of on Shift personnel and the average Japanese traffic for that branch; determining a weighting coefficient of each branch according to service data of each branch, including:
for each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
In one embodiment, determining a preliminary extension area of each branch in the target area based on the weighted distance between each area point and each branch includes:
and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism.
In one embodiment, determining the business extension area of each branch office in the target area according to the resource density of each preliminary extension area comprises:
determining the resource density of each preliminary extension area according to the information of the activity places and/or the information of the living places in each preliminary extension area; determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area; and determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
In one embodiment, determining the business extension area of each branch office in the target area according to the rationality of planning each preliminary extension area comprises:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a business extension area of each branch mechanism in the target area.
In one embodiment, the method further comprises:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
In one embodiment, the method further comprises:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density; and outputting a display interface.
In a second aspect, the present application further provides a service extension area determining apparatus. The device comprises:
the data acquisition module is used for responding to the extension area planning request of each branch mechanism belonging to the same target mechanism in the target area and acquiring the position information and service data of each branch mechanism;
the first area determining module is used for determining a preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism;
And the second area determining module is used for determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In a third aspect, the present application also provides a computer device. The computer device comprises a memory storing a computer program and a processor which when executing the computer program performs the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In a fourth aspect, the present application also provides a computer-readable storage medium. The computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
Determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In a fifth aspect, the present application also provides a computer program product. The computer program product comprises a computer program which, when executed by a processor, implements the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
When the business extension area is required to be divided for each branch mechanism belonging to the same target mechanism in the target area, the method, the device, the computer equipment and the storage medium for determining the business extension area determine the preliminary extension area of each branch mechanism in the target area by combining the position information and the service data of each branch mechanism; the method introduces a parameter of resource density which has a certain influence on the business extension region division on the basis, and can lead the division of the business extension region of each branch institution to be more accurate by combining the resource density of the preliminary extension region of each branch institution. Compared with the related technology of determining the service extension area of each branch mechanism by processing the historical service extension information of each branch mechanism, the scheme can enable the division of the service extension area to be more accurate by combining the position information, the service data and the data of three dimensions of the resource density of each branch mechanism, and can also avoid the defects of human resource waste and service extension efficiency reduction caused by inaccurate division of the service extension area of each branch mechanism by accurately dividing the service extension area of each branch mechanism.
Drawings
FIG. 1 is an application environment diagram of a method for determining a service extension area in one embodiment;
FIG. 2 is a flow chart of a method for determining a service extension area in one embodiment;
FIG. 3 is a flow diagram of determining a preliminary development area in one embodiment;
FIG. 4 is a flow diagram of determining a service extension area in one embodiment;
FIG. 5 is a flowchart of a method for determining a service extension area according to another embodiment;
FIG. 6 is a block diagram of a service extension area determining apparatus in one embodiment;
FIG. 7 is a block diagram illustrating a construction of a service extension area determining apparatus according to another embodiment;
FIG. 8 is a block diagram of a service extension area determining apparatus according to still another embodiment;
fig. 9 is an internal structural diagram of a computer device in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.
The method for determining the service extension area provided by the embodiment of the application can be applied to an application environment shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network. The data storage system may store data that the server 104 needs to process. For example, data such as location information and service data of each branch office. The data storage system may be integrated on the server 104 or may be located on a cloud or other network server. For example, the server 104 obtains the position information and service data of each branch in response to the request for planning the extension area of each branch belonging to the same target institution in the target area, determines the preliminary extension area of each branch in the target area according to the position information and service data of each branch, and then determines the service extension area of each branch in the target area according to the resource density of each preliminary extension area; further, the server 104 sends the determined service extension area of each branch office in the target area, and the service data and resource density of each branch office to the terminal 102 for display. The terminal 102 may be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, and internet of things devices. The server 104 may be implemented as a stand-alone server or as a server cluster of multiple servers.
In a scenario where service extension is required for each branch under the same institution, each branch will typically extend based on its own historical service extension area. Although the method divides the service extension areas of the branch institutions to a certain extent, the division of the service extension areas may be inaccurate due to the fact that the historical service extension information is relied on for division. Because the division of the service extension area of each branch office is not accurate, the condition that a plurality of branch offices carry out service extension on the same customer may occur, which causes the waste of human resources and the reduction of service extension efficiency, so that the service extension area of each branch office needs to be accurately divided.
Based on this, in one embodiment, as shown in fig. 2, a service extension area determining method is provided, and the method is applied to the server in fig. 1 for illustration, and includes the following steps:
s201, position information and service data of each branch institution are obtained in response to an extension area planning request of each branch institution belonging to the same target institution in the target area.
The target area refers to an area needing to be divided into extension areas; each branch office belonging to the same target institution refers to each branch office having the same service type under a large-scale institution, such as a plurality of branch banks of a large-scale bank in a target area; service data refers to information related to each branch, such as the number of on-duty personnel and average daily traffic for each branch.
Optionally, the user may input the target area and the target organization which want to make the extension area planning through the tool embedded in the held terminal and capable of requesting the server to make the extension area planning, click and submit, and then send the planning request of the extension area to the server. The tools may be APP, visual interface, applet, etc.
Further, after the server obtains the request for planning the extension area of the target mechanism in the target area, specific information of the target area and the target mechanism, such as map information of the target area and information such as names of the target mechanism, can be extracted from the request for planning the extension area; and then extracting the position information of each branch mechanism under the target mechanism, the number of on-duty personnel, the daily passenger flow and other information in the target area from the server according to the specific information of the target area and the target mechanism.
For example, after the server obtains the request for planning the extension area of the target organization B in the target area a, the server extracts the branch organization B subordinate to the target organization B in the target area a from the server according to the specific information of the target area a and the target organization B 1 、B 2 And B 3 Information such as the number of on-duty personnel and the average daily traffic.
S202, determining a preliminary extension area of each branch office in the target area according to the position information and the service data of each branch office.
The preliminary extension area refers to an extension area which is preliminarily divided for each branch mechanism.
Optionally, after the position information and the service data of each branch office are obtained, the map information of the target area and the position information and the service data of each branch office may be directly input into a trained preliminary division model, and the preliminary division model may directly output the preliminary extension area of each branch office in the target area based on the position information and the service data of each branch office and the parameters of the model.
Or, the map corresponding to the target area can be uniformly divided into a plurality of small areas, and the linear distance between each branch mechanism and each small area can be calculated based on the central position of each small area and the position information of each branch mechanism; further, the service data of each branch office is taken as constraint, the straight line distance between each branch office and each small area is compared, and the division attribution of each small area can be obtained, so that the preliminary extension area of each branch office in the target area is obtained.
S203, determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
Wherein, the resource density refers to the distribution condition of various related resources in each extension area.
Optionally, after determining the preliminary extension area of each branch mechanism in the target area, acquiring the resource density in each preliminary extension area, and then comparing the various resource densities in each preliminary extension area with a preset threshold value one by one, if the resource density in each branch mechanism preliminary extension area is smaller than the preset threshold value, the preliminary extension area of each branch mechanism in the target area is the service extension area; if the resource density in the preliminary extension area corresponding to a certain branch office is greater than a preset threshold value, the resource density in the preliminary extension area is overlarge, and the division of the service extension area needs to be continued.
Further, the preliminary extension area of each branch mechanism in the target area and the resource density corresponding to each preliminary extension area can be input into an extension area division model, and the preliminary extension area is further divided by the extension area division model based on the preliminary extension area, the resource density corresponding to each preliminary extension area and the parameters of the model to obtain the service extension area of each branch mechanism in the target area.
In the method for determining the service extension area, when the service extension area of each branch mechanism belonging to the same target mechanism in the target area is required to be divided, the preliminary extension area of each branch mechanism in the target area is determined by combining the position information and the service data of each branch mechanism; the method introduces a parameter of resource density which has a certain influence on the business extension region division on the basis, and can lead the division of the business extension region of each branch institution to be more accurate by combining the resource density of the preliminary extension region of each branch institution. Compared with the related technology of determining the service extension area of each branch mechanism by processing the historical service extension information of each branch mechanism, the scheme can enable the division of the service extension area to be more accurate by combining the position information, the service data and the data of three dimensions of the resource density of each branch mechanism, and can also avoid the defects of human resource waste and service extension efficiency reduction caused by inaccurate division of the service extension area of each branch mechanism by accurately dividing the service extension area of each branch mechanism.
On the basis of the above embodiment, in this embodiment, an alternative way of determining the preliminary extension area of each branch office is provided, as shown in fig. 3, and specifically includes the following steps:
s301, determining the basic distance between each regional point and each branch office according to the position information of each branch office and the position information of each regional point in the target region.
Wherein, the regional points refer to discrete points uniformly divided in the target region.
Specifically, the target area is uniformly divided into a plurality of area points according to preset parameters, and then the basic distance between each area point and each branch mechanism can be directly obtained based on the position information of each branch mechanism, the position information of each area point in the target area and a distance formula.
S302, determining the weighting coefficient of each branch office according to the service data of each branch office.
In this embodiment, the service data for each branch includes the number of on Shift personnel and the average daily traffic for that branch.
Alternatively, the number of on Shift people and the average daily passenger flow of each branch office may be input into the coefficient determination model, and the coefficient determination model directly outputs the weighting coefficient of each branch office based on the input number of on Shift people and average daily passenger flow, and the parameters of the model itself.
Alternatively, referring to equation (1), for each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch may be used as the weighting factor for that branch. Where a refers to the weighting factor of the branch office.
a=norm (number of on Shift people/average daily traffic) (1)
S303, weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighted distance between each regional point and each branch mechanism.
Specifically, referring to formula (2), for each branch, a weighting process may be performed according to the weighting coefficient of the branch and the base distance between each regional point and the branch, so as to obtain a weighted distance between each regional point and the branch.
Wherein Q refers to the set of each region point location; p is p i Refers to the location of the ith branch office; a, a i Refers to the weighting coefficient of the ith branch office; d (Q, p) i ) Refers to the base distance between each regional point and the ith branch office; d (D) i Refers to the addition between each regional point and the ith branch officeWeight distance.
S304, determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
Alternatively, after the weighted distance between each regional point and each branch office is obtained, one of the branch offices may be the target branch office (e.g., the i-th branch office is the target branch office), and the other branch offices may be the alternative branch offices; then referring to equation (3), the weighted distance between the target branch office and each regional point is compared with the weighted distance between the candidate branch office and each regional point, the regional points are allocated to branch offices with shorter distances, and the preliminary extension area of each branch office in the target area is determined based on the division of each regional point.
Wherein V is n (P i ,a i ) Refers to the preliminary extension area of the ith branch office; p is p j Refers to the location of the j-th branch (alternative branch); a, a j Refers to the weighting coefficient corresponding to the j-th branch office.
It can be appreciated that in an actual scenario, there may be a case where the weighted distances from one area point to two or more branches are equal, and in this case, in order to accurately determine the preliminary extension area of each branch, this embodiment further provides an implementation manner, specifically, determine the preliminary extension area of each branch in the target area according to the weighted distance between each area point and each branch, and the service interaction situation between each area point and each branch.
For each regional point, the service interaction condition of the regional point is the business interaction condition of each branch office and the regional point before the current time.
Specifically, when the weighted distances from a regional point to two or more branches are equal, the regional point can be drawn into the preliminary extension region of the branch having business to and from the regional point through the historical business interaction information of the regional point and each branch.
It can be understood that in this embodiment, if there are situations that the target area is too large, resulting in too many area points and large calculation amount, the service range parameters of the branch office may be preset in advance, that is, when the extension area is divided for a certain branch office, based on the service range parameters of the branch office, only the point area points in the service range are calculated, so as to further realize the service extension area division. For example, if the service range parameter is a circle with a radius of 10km, the branch office is taken as the center, and the area points in the circle range and the positions of the branch offices are calculated to reduce the calculation amount.
In the embodiment, the weighted distance between each regional point and each branch mechanism is obtained by introducing the weighted coefficient to calculate, so that the preliminary extension region of each branch mechanism can be more accurately judged, and a foundation is laid for accurately dividing the service extension region of each branch mechanism.
On the basis of the above embodiment, in this embodiment, an alternative way of determining the service extension area of each branch office is provided, as shown in fig. 4, and specifically includes the following steps:
s401, determining the resource density of each preliminary extension area according to the activity place information and/or the living place information in each preliminary extension area.
For any preliminary extension area, the activity place information of the preliminary extension area refers to the quantity and the scale of markets in the preliminary extension area, the related information of large-scale construction projects and the like; the living place information of the preliminary extension area refers to the number of living areas of residents, the number of people, and the like in the preliminary extension area.
Specifically, after the preliminary extension areas corresponding to the branch institutions are divided, the information of the movable places and/or the information of the living places in the preliminary extension areas can be directly obtained; and then, referring to a formula (4), dividing the number and scale of the movable places and the number and scale of the living places in each preliminary extension area by the area of the preliminary extension area to obtain the resource density of each preliminary extension area.
Wherein b 1 Refers to the number and scale of the event sites; b 2 Refers to the number and scale of living sites; s refers to the area of the preliminary extension area; ρ 1 Refers to the activity site resource density; ρ 2 Refers to the density of populated resources.
S402, determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area.
Optionally, for any branch, after obtaining each resource density of the preliminary extension area of the branch, each resource density may be compared with a preset threshold, if one resource density is greater than the preset threshold, it indicates that the planning of the preliminary extension area of the branch is unreasonable, that is, the extension service bearing capability of the branch is weaker, and is insufficient to bear the amount of resources in the corresponding preliminary extension area.
Or, for any branch mechanism, adding multiple resource densities in the preliminary extension area of the branch mechanism to obtain a target resource density; and then sorting the target resource densities corresponding to the preliminary extension areas of the branch institutions, wherein the preliminary extension areas are considered to be arranged at the first few positions, and the preliminary extension areas with larger difference from the adjacent target resource densities are unreasonable in division, namely the resource quantity difference between the branch institutions is larger.
S403, determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
Specifically, after determining whether the division of the preliminary extension area corresponding to each branch office is reasonable, if the planning of any preliminary extension area is unreasonable, the preliminary extension area can be further divided in the following manner:
alternatively, the service data of each branch office is updated, and based on the updated service data, the preliminary extension area of each branch office in the target area is determined by returning and executing the position information and the service data according to each branch office.
Specifically, in the branch institutions with unreasonable planning of the preliminary extension areas, the resource amount which can be born by the branch institutions is increased by adopting a mode of increasing the number of on-duty personnel, and then the extension areas of each branch institution are divided again by adopting the mode based on the updated number of on-duty personnel, so that the service extension areas of each branch institution in the target area are determined.
Alternatively, each branch office is updated, and based on each branch office after updating, the return execution obtains the location information and service data of each branch office.
Specifically, in the preliminary extension area with unreasonable planning of the preliminary extension area, the resource amount capable of being born by the preliminary extension area is increased by adopting a mode of increasing the number of branches, and then the branches are divided again by adopting the mode based on updated branch information, so that the business extension area of each branch in the target area is determined.
Optionally, if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a service extension area of each branch in the target area.
Specifically, if the division of each preliminary extension area is reasonable, the preliminary extension area of each branch office is not required to be modified, and each preliminary extension area is directly used as a service extension area of each branch office in the target area.
In this embodiment, by introducing the resource density, the rationality of the preliminary division area can be judged, and the preliminary extension area is accurately divided, so that the service extension area corresponding to each branch office is more reasonable, and the accurate division of the service extension area is further realized.
In order to facilitate the manager to more intuitively observe the specific conditions of each branch mechanism in the target area, the service extension area can be displayed. Optionally, based on the foregoing embodiment, in this embodiment, an optional method for displaying a service extension area is provided, which specifically includes the following steps:
And a first step of generating a display interface according to the business extension area of each branch office in the target area, the service data and the resource density of each branch office.
Specifically, after determining the service extension area of each branch office, map information of the target area, the service extension area of each branch office in the target area, and service data and resource density of each branch office can be transmitted to a display module of the server; further, the display module may mark the business extension area of each branch in the target area on the map of the target area, and then mark the number of on-duty personnel of each branch near each branch, and mark the resource density in each business extension area, i.e. generate the display interface.
Optionally, each service extension area may be filled with different colors based on the resource density, and if the resource density is greater than a preset threshold, the service extension area is red; if the resource density is smaller than the preset threshold, the service extension area is green.
And a second step, outputting a display interface.
Specifically, the display interface is transmitted to the terminal for display, and the manager can directly observe the specific conditions of each branch mechanism.
If the manager wants to add a new branch office to the number of on-duty personnel of a certain branch office or in a certain business extension area, the manager can directly modify the display page, and then the terminal can transmit the modified data to the server to re-divide the business extension area. Further, after the business extension areas of the branch institutions are re-divided, new display interfaces are regenerated and transmitted to the terminal for display.
In the embodiment, by introducing the display interface, a manager can more intuitively observe specific conditions of each branch in the target area, and meanwhile, the change of the business extension area corresponding to each branch under different conditions can be simulated, so that the quantity of branches or on-duty personnel can be conveniently adjusted.
Fig. 5 is a flow chart of a method for determining a service extension area in another embodiment, and on the basis of the foregoing embodiment, this embodiment provides an alternative example of the method for determining a service extension area. With reference to fig. 5, the specific implementation procedure is as follows:
s501, position information and service data of each branch institution are acquired in response to an extension area planning request of each branch institution belonging to the same target institution in the target area.
S502, determining the basic distance between each regional point and each branch office according to the position information of each branch office and the position information of each regional point in the target region.
S503, determining the weighting coefficient of each branch office according to the service data of each branch office.
Specifically, for each branch, the ratio between the number of on Shift people and the average daily traffic of that branch is used as the weighting coefficient for that branch.
S504, weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism.
S505, determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
Specifically, according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism, the preliminary extension area of each branch mechanism in the target area is determined.
S506, determining the resource density of each preliminary extension area according to the activity place information and/or the living place information in each preliminary extension area.
S507, determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area.
S508, determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
Specifically, if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a service extension area of each branch in the target area.
If the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
The specific process of S501-S508 may refer to the description of the foregoing method embodiment, and its implementation principle and technical effects are similar, and are not repeated herein.
It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.
Based on the same inventive concept, the embodiment of the application also provides a service extension area determining device for implementing the above related service extension area determining method. The implementation of the solution provided by the apparatus is similar to the implementation described in the above method, so the specific limitation in the embodiments of the one or more service extension area determining apparatuses provided below may refer to the limitation of the service extension area determining method hereinabove, and will not be repeated herein.
In one embodiment, as shown in fig. 6, there is provided a service extension area determining apparatus 1, including: a data acquisition module 10, a preliminary region determination module 20, and an extension region determination module 30, wherein:
a data acquisition module 10, configured to acquire location information and service data of each branch mechanism in response to an extension area planning request for each branch mechanism belonging to the same target mechanism in a target area;
a first area determining module 20, configured to determine a preliminary extension area of each branch in the target area according to the location information and the service data of each branch;
a second area determining module 30, configured to determine, according to the resource density of each preliminary extension area, a service extension area of each branch office in the target area.
In one embodiment, as shown in fig. 7, the first region determining module 20 includes:
a first distance unit 21 for determining a base distance between each regional point and each branch mechanism based on the position information of each branch mechanism and the position information of each regional point in the target region;
a coefficient determination unit 22 for determining a weighting coefficient of each branch office based on service data of each branch office;
a second distance unit 23, configured to perform a weighting process on the base distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism, so as to obtain a weighted distance between each regional point and each branch mechanism;
the area determining unit 24 is configured to determine a preliminary extension area of each branch office in the target area according to the weighted distance between each area point and each branch office.
In one embodiment, the coefficient determination unit 22 is specifically configured to:
for each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
In one embodiment, the area determining unit 24 is specifically configured to:
and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism.
In one embodiment, as shown in fig. 8, the extension area determining module 30 is further refined on the basis of fig. 6, and the second area determining module 30 includes:
a density confirmation unit 31, configured to determine a resource density of each preliminary extension area according to the activity site information and/or the residence site information in each preliminary extension area;
a rationality determination unit 32, configured to determine rationality of planning each preliminary extension area according to resource density of each preliminary extension area;
the area determining unit 33 determines the business extension area of each branch office in the target area according to the rationality of planning each preliminary extension area.
In one embodiment, the rationality determination unit 32 is specifically configured to:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a business extension area of each branch mechanism in the target area.
In one embodiment, the rationality determination unit 32 is further configured to:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
In one embodiment, the service extension area determining apparatus 1 further includes a display module, where the display module is specifically configured to:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density; and outputting a display interface.
The modules in the service extension area determining device can be realized by all or part of software, hardware and combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, and the internal structure of which may be as shown in fig. 9. The computer device includes a processor, a memory, an Input/Output interface (I/O) and a communication interface. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface is connected to the system bus through the input/output interface. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used for storing data such as service data of each branch office. The input/output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used for communicating with an external terminal through a network connection. The computer program when executed by a processor implements a method of determining a service extension area.
It will be appreciated by those skilled in the art that the structure shown in fig. 9 is merely a block diagram of a portion of the structure associated with the present application and is not limiting of the computer device to which the present application applies, and that a particular computer device may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.
In one embodiment, a computer device is provided comprising a memory and a processor, the memory having stored therein a computer program, the processor when executing the computer program performing the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In one embodiment, the processor executes logic in the computer program for determining a preliminary extension area of each branch in the target area according to the location information and service data of each branch, and specifically implements the following steps:
Determining the basic distance between each regional point and each branch mechanism according to the position information of each branch mechanism and the position information of each regional point in the target region; determining the weight coefficient of each branch according to the service data of each branch; weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism; and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
In one embodiment, the service data for each branch includes the number of on-Shift people and average Japanese traffic for that branch, and the processor, executing logic in the computer program to determine the weighting coefficients for each branch based on the service data for each branch, specifically implements the steps of:
for each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
In one embodiment, the processor executes logic in the computer program to determine a preliminary extension area of each branch in the target area based on the weighted distance between each area point and each branch, wherein the steps of:
And determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism.
In one embodiment, when the processor executes logic in the computer program for determining the service extension area of each branch office in the target area according to the resource density of each preliminary extension area, the following steps are specifically implemented:
determining the resource density of each preliminary extension area according to the information of the activity places and/or the information of the living places in each preliminary extension area; determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area; and determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
In one embodiment, the processor executes logic in the computer program to determine the business extension area of each branch in the target area according to the rationality of planning each preliminary extension area, and specifically implements the following steps:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a business extension area of each branch mechanism in the target area.
In one embodiment, the following steps are embodied when the processor executes logic in a computer program:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
In one embodiment, the following steps are embodied when the processor executes logic in a computer program:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density; and outputting a display interface.
In one embodiment, a computer readable storage medium is provided having a computer program stored thereon, which when executed by a processor, performs the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
Determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In one embodiment, this code logic in the computer program for determining a preliminary extension area of each branch in the target area based on the location information and service data of each branch, when executed by the processor, performs the steps of:
determining the basic distance between each regional point and each branch mechanism according to the position information of each branch mechanism and the position information of each regional point in the target region; determining the weight coefficient of each branch according to the service data of each branch; weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism; and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
In one embodiment, the service data for each branch includes the number of on-Shift people and average Japanese traffic for that branch, and the code logic in the computer program for determining the weighting coefficients for each branch based on the service data for each branch is executed by the processor to perform the steps of:
For each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
In one embodiment, this code logic in the computer program for determining the preliminary extension area of each branch in the target area based on the weighted distance between each area point and each branch, when executed by the processor, specifically implements the steps of:
and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism.
In one embodiment, the code logic in the computer program for determining the business extension area of each branch office in the target area according to the resource density of each preliminary extension area is executed by the processor, and specifically implements the following steps:
determining the resource density of each preliminary extension area according to the information of the activity places and/or the information of the living places in each preliminary extension area; determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area; and determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
In one embodiment, the code logic in the computer program for determining the business extension area of each branch office in the target area based on the rationality of planning each preliminary extension area is executed by the processor, and specifically implements the steps of:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a business extension area of each branch mechanism in the target area.
In one embodiment, the code logic in the computer program, when executed by the processor, performs the steps of:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
In one embodiment, the code logic in the computer program, when executed by the processor, performs the steps of:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density; and outputting a display interface.
In one embodiment, a computer program product is provided comprising a computer program which, when executed by a processor, performs the steps of:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in a target area according to the position information and service data of each branch mechanism;
and determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
In one embodiment, the computer program is executed by the processor to determine the operation of each branch in the preliminary extension area within the target area based on the location information and service data of each branch, and specifically implements the steps of:
determining the basic distance between each regional point and each branch mechanism according to the position information of each branch mechanism and the position information of each regional point in the target region; determining the weight coefficient of each branch according to the service data of each branch; weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism; and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
In one embodiment, the service data for each branch includes the number of on-Shift people and average Japanese traffic for that branch, and the computer program is executed by the processor to determine the weighting factors for each branch based on the service data for each branch, by:
for each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
In one embodiment, the computer program is executed by the processor to determine the preliminary extension area of each branch in the target area based on the weighted distance between each area point and each branch, and specifically implement the steps of:
and determining the preliminary extension area of each branch mechanism in the target area according to the weighted distance between each regional point and each branch mechanism and the service interaction condition between each regional point and each branch mechanism.
In one embodiment, the computer program is executed by the processor to determine the operation of each branch office in the service extension area in the target area according to the resource density of each preliminary extension area, and specifically implement the following steps:
Determining the resource density of each preliminary extension area according to the information of the activity places and/or the information of the living places in each preliminary extension area; determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area; and determining the business extension area of each branch institution in the target area according to the rationality of planning each preliminary extension area.
In one embodiment, the computer program is executed by the processor to determine the operation of each branch office in the service extension area within the target area based on the rationality of planning each preliminary extension area, and specifically implement the steps of:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a business extension area of each branch mechanism in the target area.
In one embodiment, the computer program, when executed by a processor, performs the steps of:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or updating each branch office, and based on each updated branch office, returning to execute the acquisition of the position information and service data of each branch office.
In one embodiment, the computer program, when executed by a processor, performs the steps of:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density; and outputting a display interface.
It should be noted that, the data (including, but not limited to, location information, service data, resource density, etc. of each branch office) related to the present application are all information and data authorized by the user or fully authorized by each party, and the collection, use and processing of the related data need to comply with the related laws and regulations and standards of the related country and region.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in the various embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magnetic random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (Phase Change Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like. The databases referred to in the various embodiments provided herein may include at least one of relational databases and non-relational databases. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processors referred to in the embodiments provided herein may be general purpose processors, central processing units, graphics processors, digital signal processors, programmable logic units, quantum computing-based data processing logic units, etc., without being limited thereto.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The above examples only represent a few embodiments of the present application, which are described in more detail and are not to be construed as limiting the scope of the present application. It should be noted that it would be apparent to those skilled in the art that various modifications and improvements could be made without departing from the spirit of the present application, which would be within the scope of the present application. Accordingly, the scope of protection of the present application shall be subject to the appended claims.
Claims (12)
1. A method for determining a service extension area, the method comprising:
responding to an extension area planning request of each branch mechanism belonging to the same target mechanism in a target area, and acquiring position information and service data of each branch mechanism;
determining a preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism;
And determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
2. The method of claim 1, wherein determining a preliminary extension area of each branch office within the target area based on the location information and service data of each branch office comprises:
determining a basic distance between each regional point and each branch mechanism according to the position information of each branch mechanism and the position information of each regional point in the target region;
determining the weight coefficient of each branch office according to the service data of each branch office;
weighting the basic distance between each regional point and each branch mechanism according to the weighting coefficient of each branch mechanism to obtain the weighting distance between each regional point and each branch mechanism;
and determining a preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism.
3. The method of claim 2, wherein the service data for each branch includes the number of on-Shift personnel and the average daily traffic for that branch; the determining the weighting coefficient of each branch office according to the service data of each branch office comprises the following steps:
For each branch, the ratio between the number of on Shift people and the average Japanese traffic for that branch is taken as the weighting factor for that branch.
4. The method of claim 2, wherein determining a preliminary extension area of each branch in the target area based on the weighted distance between each area point and each branch comprises:
and determining a preliminary extension area of each branch mechanism in the target area according to the weighted distance between each area point and each branch mechanism and the service interaction condition between each area point and each branch mechanism.
5. The method of claim 1, wherein determining the traffic extension area of each branch office within the target area based on the resource density of each preliminary extension area comprises:
determining the resource density of each preliminary extension area according to the information of the activity places and/or the information of the living places in each preliminary extension area;
determining rationality of planning each preliminary extension area according to the resource density of each preliminary extension area;
and determining the business extension area of each branch mechanism in the target area according to the rationality of planning each preliminary extension area.
6. The method of claim 5, wherein determining the business extension area of each branch office within the target area based on the rationality of planning each preliminary extension area comprises:
if the planning of each preliminary extension area is reasonable, each preliminary extension area is used as a service extension area of each branch mechanism in the target area.
7. The method of claim 6, wherein the method further comprises:
if the planning of any preliminary extension area is unreasonable, updating the service data of each branch mechanism, and based on the updated service data, returning to execute the steps of determining the preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism; or,
updating each branch mechanism, and based on each updated branch mechanism, returning to execute the acquisition of the position information and service data of each branch mechanism.
8. The method according to claim 1, wherein the method further comprises:
generating a display interface according to the business extension area of each branch office in the target area, the service data of each branch office and the resource density;
And outputting the display interface.
9. A service extension area determining apparatus, the apparatus comprising:
the data acquisition module is used for responding to the extension area planning request of each branch mechanism belonging to the same target mechanism in the target area and acquiring the position information and service data of each branch mechanism;
the first area determining module is used for determining a preliminary extension area of each branch mechanism in the target area according to the position information and the service data of each branch mechanism;
and the second area determining module is used for determining the business extension area of each branch mechanism in the target area according to the resource density of each preliminary extension area.
10. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any one of claims 1 to 8 when the computer program is executed.
11. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 8.
12. A computer program product comprising a computer program, characterized in that the computer program, when executed by a processor, implements the steps of the method of any one of claims 1 to 8.
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