CN116187703A - Method, device, computer equipment and storage medium for determining business extension area - Google Patents

Abstract

The present application relates to a method, device, computer equipment and storage medium for determining a business outreach area, relates to the field of computer technology, and can be used in the field of financial technology or other related fields. The method includes: responding to the outreach area planning request of each branch affiliated to the same target organization in the target area, obtaining the location information and service data of each branch, and determining For the initial outreach area of each branch in the target area, determine the business outreach area of each branch in the target area according to the resource density of each initial outreach area. By adopting this method, the business extension areas of each branch can be accurately divided.

Description

Method, device, computer equipment and storage medium for determining business extension area

technical field

The present application relates to the field of computer technology, in particular to a method, device, computer equipment and storage medium for determining a business extension area, which can be used in the field of financial technology or other related fields.

Background technique

With the development of computer technology, the number of branches under the same organization (such as different branches under the same bank) in each region has increased significantly. The outreach area of each branch is determined by technology.

At present, the determination of the business outreach area of each branch is mainly realized by processing the historical business outreach information of each branch respectively. Although this method divides the business outreach area of each branch to a certain extent, it relies on The division of historical business outreach information may result in inaccurate division of business outreach areas, resulting in problems such as overlapping business outreach areas and uneven resource allocation among branches, which urgently need to be improved.

Contents of the invention

Based on this, it is necessary to address the above technical problems and provide a method, device, computer equipment and storage medium for determining the business extension area of each branch that can accurately divide the business extension area of each branch.

In a first aspect, the present application provides a method for determining a service extension area. The methods include:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In one of the embodiments, according to the location information and service data of each branch, the initial outreach area of each branch in the target area is determined, including:

According to the location information of each branch and the location information of each regional point in the target area, determine the basic distance between each regional point and each branch; according to the service data of each branch, determine the weighting coefficient of each branch; According to the weighting coefficient of each branch, the basic distance between each regional point and each branch is weighted, and the weighted distance between each regional point and each branch is obtained; according to each regional point and each branch The weighted distance between them determines the initial outreach area of each branch in the target area.

In one of the embodiments, the service data of each branch includes the number of on-the-job personnel and the average daily passenger flow of the branch; according to the service data of each branch, the weighting coefficient of each branch is determined, including:

For each branch, the ratio between the number of on-the-job personnel of the branch and the average daily passenger flow is used as the weighting coefficient of the branch.

In one of the embodiments, according to the weighted distance between each area point and each branch, the preliminary outreach area of each branch in the target area is determined, including:

According to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

In one of the embodiments, according to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area, including:

According to the activity site information and/or living place information in each initial expansion area, determine the resource density of each initial expansion area; according to the resource density of each initial expansion area, determine the rationality of planning for each initial expansion area; For the rationality of each initial outreach area planning, determine the business outreach area of each branch in the target area.

In one of the embodiments, according to the rationality of planning each preliminary outreach area, determine the business outreach area of each branch in the target area, including:

If the planning of each preliminary outreach area is reasonable, each preliminary outreach area will be used as the business outreach area of each branch in the target area.

In one embodiment, the method also includes:

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

In one embodiment, the method also includes:

According to the business extension area of each branch in the target area, as well as the service data and resource density of each branch, a display interface is generated; the display interface is output.

In a second aspect, the present application also provides a device for determining a service extension area. The devices include:

The data acquisition module is used to obtain the location information and service data of each branch in response to the outreach area planning request of each branch affiliated to the same target organization in the target area;

The first area determination module is used to determine the initial extension area of each branch in the target area according to the location information and service data of each branch;

The second area determination module is used to determine the business outreach area of each branch in the target area according to the resource density of each initial outreach area.

In a third aspect, the present application also provides a computer device. The computer device includes a memory and a processor, the memory stores a computer program, and the processor implements the following steps when executing the computer program:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In a fourth aspect, the present application also provides a computer-readable storage medium. The computer-readable storage medium has a computer program stored thereon, and when the computer program is executed by a processor, the following steps are implemented:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In a fifth aspect, the present application also provides a computer program product. The computer program product includes a computer program, and when the computer program is executed by a processor, the following steps are implemented:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

The method, device, computer equipment, and storage medium for determining the above-mentioned business extension area, when it is necessary to divide the business extension area of each branch office under the same target organization in the target area, by combining the location information and service data of each branch office , determine the initial outreach area of each branch in the target area; on this basis, introduce the parameter of resource density that has a certain influence on the division of business outreach areas, and combine the resource density of the initial outreach area of each branch, It can make the division of the business extension areas of each branch more accurate. Compared with the above-mentioned scheme, which processes the historical business outreach information of each branch separately to realize the related technology of determining the business outreach area of each branch, this scheme combines the location information and service data of each branch, And the data of the three dimensions of resource density can make the division of business outreach areas more accurate, and by accurately dividing the business outreach areas of each branch, it can also avoid the division of business outreach areas of each branch. The waste of human resources caused by inaccuracy and the reduction of business outreach efficiency are defects.

Description of drawings

Fig. 1 is an application environment diagram of a method for determining a business extension area in an embodiment;

Fig. 2 is a schematic flow chart of a method for determining a business extension area in an embodiment;

Fig. 3 is a schematic flow chart of determining a preliminary outreach area in one embodiment;

Fig. 4 is a schematic flow chart of determining a business outreach area in one embodiment;

Fig. 5 is a schematic flow chart of a method for determining a business extension area in another embodiment;

Fig. 6 is a structural block diagram of a device for determining a service extension area in an embodiment;

Fig. 7 is a structural block diagram of a device for determining a service extension area in another embodiment;

Fig. 8 is a structural block diagram of a device for determining a service extension area in yet another embodiment;

Figure 9 is an internal block diagram of a computer device in one embodiment.

Detailed ways

In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

The method for determining a service extension area provided in the embodiment of the present application may be applied to the application environment shown in FIG. 1 . Wherein, the terminal 102 communicates with the server 104 through the network. The data storage system can store data that needs to be processed by the server 104 . For example, data such as location information and service data of each branch. The data storage system can be integrated on the server 104, or placed on the cloud or other network servers. For example, the server 104 responds to the outreach area planning request for each branch office under the same target organization in the target area, obtains the location information and service data of each branch office, and determines the location information and service data of each branch office according to the location information and service data of each branch office. The initial outreach area of the branch in the target area, and then determine the business outreach area of each branch in the target area according to the resource density of each preliminary outreach area; further, the server 104 will determine each branch in the target area The business extension area in the target area, as well as the service data and resource density of each branch are sent to the terminal 102 for display. Wherein, the terminal 102 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, and IoT devices. The server 104 can be implemented by an independent server or a server cluster composed of multiple servers.

In the scenario where the business outreach of branches under the same organization is required, each branch usually conducts outreach based on its historical business outreach area. Although this method divides the business outreach areas of each branch to a certain extent, it may result in inaccurate division of business outreach areas due to the reliance on historical business outreach information for division. Due to the inaccurate division of the business outreach area of each branch, there may be situations where multiple branches carry out business outreach for the same customer, resulting in a waste of human resources and a reduction in the efficiency of business outreach. Accurately divide the business outreach areas.

Based on this, in one embodiment, as shown in FIG. 2 , a method for determining a service extension area is provided. The method is applied to the server in FIG. 1 as an example for illustration, including the following steps:

S201, in response to an outreach area planning request for each branch office under the same target organization in the target area, acquire location information and service data of each branch office.

Among them, the target area refers to the area that needs to be divided into external areas; the branches under the same target organization refer to the branches of a large organization with the same business type, such as the large banks in the target area. Multiple branch banks; service data refers to information related to each branch, such as the number of on-the-job personnel and daily average passenger flow of each branch.

Optionally, the user can use the tool embedded in the terminal that can request the server to plan the outreach area, input the target area and the target organization that want to plan the outreach area, and click submit, and then send the outreach area to the server planning request. Among them, the tool may be an APP, a visual interface, a small program, and the like.

Further, after the server obtains the planning request for the target organization in the target area, it can extract the specific information of the target area and the target organization, such as the map information of the target area, and the information of the target organization. Name and other information; then, according to the specific information of the target area and the target organization, the location information of each branch affiliated to the target organization in the target area, as well as information such as the number of on-the-job personnel and the average daily passenger flow are extracted from the server.

For example, after the server obtains the outreach area planning request for the target organization B in the target area A, according to the specific information of the target area A and the target organization B, it extracts from the server the branch offices under the target organization B in the target area A The location information of B ₁ , B ₂ and B ₃ , as well as information such as the number of on-duty personnel and the average daily passenger flow.

S202. Determine the preliminary outreach area of each branch within the target area according to the location information and service data of each branch.

Among them, the initial outreach area refers to the outreach area initially divided for each branch.

Optionally, after obtaining the location information and service data of each branch, the map information of the target area, and the location information and service data of each branch can be directly input into the trained preliminary division model, and the preliminary division model can be Based on the location information and service data of each branch, as well as the parameters of the model itself, the initial extension area of each branch in the target area is directly output.

Alternatively, the map corresponding to the target area can be evenly divided into a plurality of small areas, and based on the center position of each small area and the location information of each branch, the straight-line distance between each branch and each small area can be calculated; Further, taking the service data of each branch as a constraint, comparing the straight-line distances between each branch and each small area, the division and ownership of each small area can be obtained, and then the preliminary outer distance of each branch in the target area can be obtained. expand the area.

S203, according to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

Among them, resource density refers to the distribution of various related resources in each outreach area.

Optionally, after determining the initial outreach areas of each branch in the target area, obtain the resource density in each initial outreach area, and then compare the various resource densities in each initial outreach area with the preset threshold Comparing one by one, if the resource density in the initial outreach area of each branch is less than the preset threshold, the initial outreach area of each branch in the target area is the business outreach area; if the initial outreach area corresponding to a branch If the resource density in the extension area is greater than the preset threshold, it indicates that the resource density in the preliminary extension area is too high, and it is necessary to continue to divide the business extension area.

Further, the initial outreach area of each branch in the target area and the resource density corresponding to each preliminary outreach area can be input into the outreach area division model, and the outreach area division model is based on the initial outreach area, each initial The resource density corresponding to the outreach area and the parameters of the model itself further divide the preliminary outreach area, and obtain the business outreach area of each branch in the target area.

In the method for determining the business extension area above, when it is necessary to divide the business extension area of each branch affiliated to the same target organization in the target area, by combining the location information and service data of each branch, it is determined that each branch is in the target area. The initial outreach area within the region; on this basis, the parameter of resource density, which has a certain influence on the division of business outreach areas, is introduced. By combining the resource density of the initial outreach area of each branch, it can make the resources of each branch The division of business expansion areas is more precise. Compared with the above-mentioned scheme, which processes the historical business outreach information of each branch separately to realize the related technology of determining the business outreach area of each branch, this scheme combines the location information and service data of each branch, And the data of the three dimensions of resource density can make the division of business outreach areas more accurate, and by accurately dividing the business outreach areas of each branch, it can also avoid the division of business outreach areas of each branch. The waste of human resources caused by inaccuracy and the reduction of business outreach efficiency are defects.

On the basis of the above-mentioned embodiments, in this embodiment, an optional way of determining the preliminary extension area of each branch is provided, as shown in Figure 3, which specifically includes the following steps:

S301. Determine the basic distance between each regional point and each branch according to the location information of each branch and the location information of each regional point in the target area.

Among them, the area point refers to the discrete point evenly divided in the target area.

Specifically, the target area is evenly divided into multiple area points according to preset parameters, and then based on the location information of each branch, the location information of each area point in the target area, and the distance formula, the relationship between each area point and The base distance between branches.

S302. Determine the weighting coefficient of each branch according to the service data of each branch.

In this embodiment, the service data of each branch includes the number of on-duty personnel and the daily average passenger flow of the branch.

Optionally, the number of on-the-job personnel and the average daily passenger flow of each branch can be input into the coefficient determination model, and the coefficient determination model can directly output each branch based on the input number of on-the-job personnel and average daily passenger flow, as well as the parameters of the model itself The institution's weighting factor.

Or, referring to formula (1), for each branch, the ratio between the number of on-the-job personnel of the branch and the daily average passenger flow can be used as the weighting coefficient of the branch. Among them, a refers to the weighting coefficient of the branch.

a＝Norm(number of on-duty personnel/daily average passenger flow) (1)

S303. Perform weighting processing on the basic distance between each regional point and each branch according to the weighting coefficient of each branch to obtain a weighted distance between each regional point and each branch.

Specifically, refer to formula (2). For each branch, weighting can be performed according to the weighting coefficient of the branch and the basic distance between each regional point and the branch, and then the relationship between each regional point and the branch can be obtained. Weighted distance between branches.

Among them, Q refers to the set of point positions in each area; p _i refers to the position of the i-th branch; a _i refers to the weighting coefficient of the i-th branch; d(Q,p _i ) refers to is the basic distance between each regional point and the i-th branch; D _i refers to the weighted distance between each regional point and the i-th branch.

S304. Determine the preliminary outreach area of each branch within the target area according to the weighted distance between each area point and each branch.

An optional way is, after obtaining the weighted distance between each regional point and each branch, one of the branches can be used as the target branch (for example, the i-th branch is used as the target branch), and the other The branch is used as a candidate branch; then refer to formula (3), compare the weighted distance between the target branch and each area point, and the weighted distance between the candidate branch and each area point, and assign the area point to the distance For shorter branches, the initial outreach area of each branch in the target area is determined based on the division of each area point.

Among them, V _n (P _i , a _i ) refers to the initial extension area of the i-th branch; p _j refers to the position of the j-th branch (alternative branch); a _j refers to the Weighting coefficients corresponding to j branches.

It can be understood that, in actual scenarios, there may be situations where the weighted distances from one area point to two or more branches are equal. In this case, in order to accurately determine the initial outreach area of each branch, this embodiment It also provides an achievable method, specifically according to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, to determine that each branch is within the target area initial outreach area.

Wherein, for each regional point, the business interaction situation of the regional point is the business transaction situation between each branch and the regional point before the current time.

Specifically, in the case that the weighted distances from a regional point to two or more branches are equal, the regional point can be classified into a branch that is related to the regional point through the historical business interaction information between the regional point and each branch. In the initial outreach area of the branches that have had business dealings.

It can be understood that in this embodiment, if the target area is too large, resulting in too many area points and a large amount of calculation, the service scope parameters of the branch can be preset in advance, that is, when performing When dividing the outreach area, based on the service scope parameters of the branches, only the point area points within the service scope are calculated, and then the business outreach area division is realized. For example, if the parameter of the service area is a circle with a radius of 10km, the branch will be centered, and the area points within the circle and the positions of each branch will be calculated to reduce the amount of calculation.

In this embodiment, by introducing weighting coefficients to calculate the weighted distance between each area point and each branch, it is possible to more accurately determine the initial extension area of each branch, in order to accurately divide each branch The business expansion area has laid the foundation.

On the basis of the above-mentioned embodiments, in this embodiment, an optional way of determining the business extension area of each branch is provided, as shown in Figure 4, which specifically includes the following steps:

S401. Determine the resource density of each initial outreach area according to the activity site information and/or residence site information in each initial outreach area.

Among them, for any initial expansion area, the activity venue information of the initial expansion area refers to the number and scale of shopping malls in the initial expansion area, as well as relevant information on large-scale construction projects, etc.; Site information refers to the number and number of residents living in the preliminary extension area.

Specifically, after dividing the initial outreach areas corresponding to each branch, the activity site information and/or living place information in each initial outreach area can be directly obtained; after that, referring to formula (4), each initial outreach area The number and scale of activity places and the number and scale of residential places in the area are divided by the area of the initial extension area, and the resource density of each initial extension area can be obtained.

Among them, b ₁ refers to the number and scale of activity places; b ₂ refers to the number and scale of residential places; S refers to the area of _{the initial extension area; ρ 1 refers} to the resource density of activity places; Site resource density.

S402. According to the resource density of each initial expansion area, determine the rationality of the planning for each initial expansion area.

Optionally, for any branch, after obtaining the resource densities of the branch's initial outreach area, each resource density can be compared with a preset threshold, and if there is a resource density greater than the preset threshold, It means that the planning of the branch’s initial outreach area is unreasonable, that is, the branch’s outreach business capacity is too weak to undertake the corresponding amount of resources in the initial outreach area.

Or, for any branch, the multiple resource densities in the initial extension area of the branch can also be added to obtain the target resource density; then the target resource density corresponding to the initial extension area of each branch can be calculated Sorting, it is considered that the division of the initial outreach areas that rank in the top and have a large gap with the adjacent target resource density is unreasonable, that is, the resource volume gap between branches is large.

S403, according to the rationality of each initial outreach area plan, determine the business outreach area of each branch in the target area.

Specifically, after determining whether the division of the initial extension areas corresponding to each branch is reasonable, if there is any unreasonable planning for any initial extension areas, the following methods can be adopted to further divide the initial extension areas:

An optional way is to update the service data of each branch, and based on the updated service data, return to execute and determine the preliminary extension of each branch in the target area according to the location information and service data of each branch. area.

Specifically, in the branches with unreasonable planning for the initial expansion area, the amount of resources that the branch can undertake can be increased by increasing the number of on-the-job personnel, and then based on the updated number of on-the-job personnel, each branch The outreach area of the target area is divided again by the above-mentioned method, and then the business outreach area of each branch in the target area is determined.

Another optional way is to update each branch, and based on the updated branch, return to execute to obtain the location information and service data of each branch.

Specifically, in the initial outreach area where the planning of the initial outreach area is unreasonable, the method of increasing the number of branches can be used to increase the amount of resources that the initial outreach area can bear, and then based on the updated branch information, use The above method divides again, and then determines the business extension area of each branch in the target area.

Optionally, if the planning of each initial outreach area is reasonable, each initial outreach area is used as the business outreach area of each branch in the target area.

Specifically, if the division of each preliminary outreach area is reasonable, there is no need to modify the initial outreach area of each branch, and each preliminary outreach area is directly used as the business outreach of each branch in the target area. area.

In this embodiment, through the introduction of resource density, it is possible to judge the rationality of the preliminary area division, and accurately divide the initial area of extension, so that the corresponding business area of each branch is more reasonable, thereby realizing business outreach. Accurate division of extension areas.

In order to facilitate the managers to more intuitively observe the specific situation of each branch in the target area, the business extension area can also be displayed. Optionally, on the basis of the above-mentioned embodiments, in this embodiment, an optional method for displaying a service extension area is provided, which specifically includes the following steps:

The first step is to generate a display interface according to the business extension area of each branch in the target area, as well as the service data and resource density of each branch.

Specifically, after determining the business extension area of each branch, the map information of the target area, the business extension area of each branch in the target area, and the service data and resource density of each branch can be transmitted to the server's Display module; further, the display module can 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-the-job personnel of the branch near each branch. The resource density is marked in the extension area, and the display interface is generated.

Optionally, each business outreach area can be filled with different colors based on the resource density. If the resource density is greater than the preset threshold, the business outreach area is red; if the resource density is lower than the preset threshold, the business outreach area is green.

The second step is to output the display interface.

Specifically, the display interface is transmitted to the terminal for display, and the manager can directly observe the specific situation of each branch.

If the manager wants to change the number of employees in a certain branch or add a new branch in a certain business expansion area, he can modify it directly on the display page, and then the terminal will send the modified data to the server for business Re-division of outreach areas. Further, after re-dividing the business extension areas of each branch, a new display interface is regenerated and sent to the terminal for display.

In this embodiment, by introducing the display interface, the manager can observe the specific situation of each branch in the target area more intuitively, and at the same time, it can simulate the change of the business extension area corresponding to each branch in different situations, which is convenient for The number of branches or the number of on-the-job personnel shall be adjusted.

FIG. 5 is a schematic flowchart of a method for determining a service extension area in another embodiment. On the basis of the above embodiments, this embodiment provides an optional example of a method for determining a service extension area. Combined with Figure 5, the specific implementation process is as follows:

S501, in response to an outreach area planning request for each branch office under the same target organization in the target area, acquire location information and service data of each branch office.

S502. Determine the basic distance between each regional point and each branch according to the location information of each branch and the location information of each regional point in the target area.

S503. Determine the weighting coefficient of each branch according to the service data of each branch.

Specifically, for each branch, the ratio between the number of on-the-job personnel of the branch and the daily average passenger flow is used as the weighting coefficient of the branch.

S504. Perform weighting processing on the basic distance between each regional point and each branch according to the weighting coefficients of each branch to obtain a weighted distance between each regional point and each branch.

S505. Determine the preliminary outreach area of each branch within the target area according to the weighted distance between each area point and each branch.

Specifically, according to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

S506. Determine the resource density of each preliminary outreach area according to the activity site information and/or residence site information in each initial outreach area.

S507. According to the resource density of each initial expansion area, determine the rationality of the planning for each initial expansion area.

S508, according to the rationality of each initial outreach area planning, determine the business outreach area of each branch in the target area.

Specifically, if the planning of each preliminary outreach area is reasonable, then each preliminary outreach area is used as the business outreach area of each branch in the target area.

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

For the specific process of the above S501-S508, refer to the description of the above method embodiment, and its implementation principle and technical effect are similar, and will not be repeated here.

It should be understood that although the steps in the flow charts involved in the above embodiments are shown sequentially according to the arrows, these steps are not necessarily executed sequentially in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and these steps can be executed in other orders. Moreover, at least some of the steps in the flow charts involved in the above-mentioned embodiments may include multiple steps or stages, and these steps or stages are not necessarily executed at the same time, but may be performed at different times For execution, the execution order of these steps or stages is not necessarily performed sequentially, but may be executed in turn or alternately with other steps or at least a part of steps or stages in other steps.

Based on the same inventive concept, an embodiment of the present application further provides a device for determining a service extension area for implementing the above-mentioned method for determining a service extension area. The solution to the problem provided by the device is similar to the implementation described in the above method, so the specific limitations in the embodiment of one or more business extension area determination devices provided below can be referred to above for the business extension The limitation of the method for determining the area will not be repeated here.

In one embodiment, as shown in FIG. 6 , a device 1 for determining a business extension area is provided, including: a data acquisition module 10, a preliminary area determination module 20, and an extension area determination module 30, wherein:

The data acquisition module 10 is used to obtain the location information and service data of each branch in response to the outreach area planning request of each branch affiliated to the same target organization in the target area;

The first area determination module 20 is used to determine the initial extension area of each branch in the target area according to the location information and service data of each branch;

The second area determining module 30 is configured to determine the business outreach area of each branch in the target area according to the resource density of each preliminary outreach area.

In one of the embodiments, as shown in FIG. 7, the first area determination module 20 includes:

The first distance unit 21 is used to determine the basic distance between each regional point and each branch institution according to the position information of each branch institution and the position information of each regional point in the target area;

A coefficient determining unit 22, configured to determine the weighting coefficients of each branch according to the service data of each branch;

The second distance unit 23 is used for weighting the basic distance between each regional point and each branch according to the weighting coefficient of each branch, so as to obtain the weighted distance between each regional point and each branch;

The area determining unit 24 is configured to determine the preliminary extension area of each branch within the target area according to the weighted distance between each area point and each branch.

In one of the embodiments, the coefficient determining unit 22 is specifically used for:

For each branch, the ratio between the number of on-the-job personnel of the branch and the average daily passenger flow is used as the weighting coefficient of the branch.

In one of the embodiments, the area determining unit 24 is specifically used for:

According to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

In one of the embodiments, as shown in FIG. 8, on the basis of FIG. 6, the outer extension area determination module 30 is further refined, and the second area determination module 30 includes:

A density confirming unit 31, configured to determine the resource density of each preliminary outreach area according to the activity site information and/or residence site information in each initial outreach area;

The rationality determining unit 32 is used to determine the rationality of the planning of each preliminary extension area according to the resource density of each initial extension area;

The area determination unit 33 determines the business outreach area of each branch in the target area according to the rationality of each initial outreach area planning.

In one of the embodiments, the rationality determining unit 32 is specifically configured to:

If the planning of each preliminary outreach area is reasonable, each preliminary outreach area will be used as the business outreach area of each branch in the target area.

In one of the embodiments, the rationality determining unit 32 is also used for:

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

In one of the embodiments, the device 1 for determining a business outreach area also includes a display module, which is specifically used for:

According to the business extension area of each branch in the target area, as well as the service data and resource density of each branch, a display interface is generated; the display interface is output.

Each module in the above-mentioned device for determining a service extension area may be implemented in whole or in part by software, hardware or a combination thereof. The above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, and can also be stored in the memory of the computer device in the form of software, so that the processor can invoke and execute the corresponding operations of the above-mentioned modules.

In one embodiment, a computer device is provided. The computer device may be a server, and its internal structure may be as shown in FIG. 9 . The computer device includes a processor, a memory, an input/output interface (Input/Output, I/O for short), and a communication interface. Wherein, the processor, the memory and the input/output interface are connected through the 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 used to provide calculation 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 databases. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage medium. The database of the computer equipment is used to store data such as service data of each branch. The input/output interface of the computer device is used for exchanging information between the processor and external devices. The communication interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, a method for determining a service extension area is realized.

Those skilled in the art can understand that the structure shown in FIG. 9 is only a block diagram of a part of the structure related to the solution of this application, and does not constitute a limitation on the computer equipment on which the solution of this application is applied. The specific computer equipment can be More or fewer components than shown in the figures may be included, or some components may be combined, or have a different arrangement of components.

In one embodiment, a computer device is provided, including a memory and a processor, a computer program is stored in the memory, and the processor implements the following steps when executing the computer program:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In one embodiment, when the processor executes the logic in the computer program to determine the initial extension area of each branch in the target area according to the location information and service data of each branch, the following steps are specifically implemented:

According to the location information of each branch and the location information of each regional point in the target area, determine the basic distance between each regional point and each branch; according to the service data of each branch, determine the weighting coefficient of each branch; According to the weighting coefficient of each branch, the basic distance between each regional point and each branch is weighted, and the weighted distance between each regional point and each branch is obtained; according to each regional point and each branch The weighted distance between them determines the initial outreach area of each branch in the target area.

In one embodiment, the service data of each branch includes the number of on-the-job personnel and the daily average passenger flow of the branch, and the processor executes the logic of determining the weighting coefficient of each branch according to the service data of each branch in the computer program , implement the following steps:

For each branch, the ratio between the number of on-the-job personnel of the branch and the average daily passenger flow is used as the weighting coefficient of the branch.

In one embodiment, when the processor executes the logic in the computer program to determine the initial extension area of each branch in the target area according to the weighted distance between each area point and each branch, the following steps are specifically implemented:

According to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

In one embodiment, when the processor executes the logic in the computer program to determine the business extension area of each branch in the target area according to the resource density of each preliminary extension area, the following steps are specifically implemented:

According to the activity site information and/or living place information in each initial expansion area, determine the resource density of each initial expansion area; according to the resource density of each initial expansion area, determine the rationality of planning for each initial expansion area; For the rationality of each initial outreach area planning, determine the business outreach area of each branch in the target area.

In one embodiment, when the processor executes the logic in the computer program to determine the business extension area of each branch in the target area according to the rationality of each preliminary extension area planning, the following steps are specifically implemented:

If the planning of each preliminary outreach area is reasonable, each preliminary outreach area will be used as the business outreach area of each branch in the target area.

In one embodiment, when the processor executes the logic in the computer program, the following steps are specifically implemented:

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

In one embodiment, when the processor executes the logic in the computer program, the following steps are specifically implemented:

According to the business extension area of each branch in the target area, as well as the service data and resource density of each branch, a display interface is generated; the display interface is output.

In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, and when the computer program is executed by a processor, the following steps are implemented:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In one embodiment, when the code logic of determining the initial outreach area of each branch in the target area in the computer program is executed by the processor according to the location information and service data of each branch, the following steps are specifically implemented:

According to the location information of each branch and the location information of each regional point in the target area, determine the basic distance between each regional point and each branch; according to the service data of each branch, determine the weighting coefficient of each branch; According to the weighting coefficient of each branch, the basic distance between each regional point and each branch is weighted, and the weighted distance between each regional point and each branch is obtained; according to each regional point and each branch The weighted distance between them determines the initial outreach area of each branch in the target area.

In one embodiment, the service data of each branch includes the number of on-the-job personnel and the average daily passenger flow of the branch, and the computer program determines the code logic of the weighting coefficient of each branch according to the service data of each branch When executed by the processor, the following steps are specifically implemented:

For each branch, the ratio between the number of on-the-job personnel of the branch and the average daily passenger flow is used as the weighting coefficient of the branch.

In one embodiment, when the code logic of determining the initial extension area of each branch in the target area according to the weighted distance between each area point and each branch in the computer program is executed by the processor, the specific implementation The following steps:

According to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

In one embodiment, when the code logic of determining the business extension area of each branch office in the target area according to the resource density of each initial extension area in the computer program is executed by the processor, the following steps are specifically implemented:

According to the activity site information and/or living place information in each initial expansion area, determine the resource density of each initial expansion area; according to the resource density of each initial expansion area, determine the rationality of planning for each initial expansion area; For the rationality of each initial outreach area planning, determine the business outreach area of each branch in the target area.

In one embodiment, when the code logic of determining the business extension area of each branch office in the target area is executed by the processor according to the rationality of each initial extension area planning in the computer program, the following steps are specifically implemented:

If the planning of each preliminary outreach area is reasonable, each preliminary outreach area will be used as the business outreach area of each branch in the target area.

In one embodiment, when the code logic in the computer program is executed by the processor, the following steps are specifically implemented:

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

In one embodiment, when the code logic in the computer program is executed by the processor, the following steps are specifically implemented:

According to the business extension area of each branch in the target area, as well as the service data and resource density of each branch, a display interface is generated; the display interface is output.

In one embodiment, a computer program product is provided, comprising a computer program, which, when executed by a processor, implements the following steps:

Respond to the outreach planning request of each branch affiliated to the same target organization in the target area, and obtain the location information and service data of each branch;

According to the location information and service data of each branch, determine the initial extension area of each branch in the target area;

According to the resource density of each initial outreach area, determine the business outreach area of each branch in the target area.

In one embodiment, when the computer program is executed by the processor, according to the location information and service data of each branch, the operation of determining the initial outreach area of each branch in the target area, specifically implements the following steps:

According to the location information of each branch and the location information of each regional point in the target area, determine the basic distance between each regional point and each branch; according to the service data of each branch, determine the weighting coefficient of each branch; According to the weighting coefficient of each branch, the basic distance between each regional point and each branch is weighted, and the weighted distance between each regional point and each branch is obtained; according to each regional point and each branch The weighted distance between them determines the initial outreach area of each branch in the target area.

In one embodiment, the service data of each branch includes the number of on-the-job personnel and the average daily passenger flow of the branch, and the computer program is executed by the processor to determine the operation of the weighting coefficient of each branch according to the service data of each branch , implement the following steps:

For each branch, the ratio between the number of on-the-job personnel of the branch and the average daily passenger flow is used as the weighting coefficient of the branch.

In one embodiment, when the computer program is executed by the processor according to the weighted distance between each area point and each branch to determine the preliminary extension area of each branch in the target area, the following steps are specifically implemented:

According to the weighted distance between each regional point and each branch, and the business interaction between each regional point and each branch, determine the initial extension area of each branch in the target area.

In one embodiment, when the computer program is executed by the processor, according to the resource density of each initial outreach area, the operation of determining the business outreach area of each branch in the target area is specifically implemented in the following steps:

According to the activity site information and/or living place information in each initial expansion area, determine the resource density of each initial expansion area; according to the resource density of each initial expansion area, determine the rationality of planning for each initial expansion area; For the rationality of each initial outreach area planning, determine the business outreach area of each branch in the target area.

In one embodiment, when the computer program is executed by the processor, according to the rationality of each preliminary outreach area planning, when determining the operation of each branch office's business outreach area in the target area, the following steps are specifically implemented:

If the planning of each preliminary outreach area is reasonable, each preliminary outreach area will be used as the business outreach area of each branch in the target area.

In one embodiment, when the computer program is executed by the processor, the following steps are specifically implemented:

If there is an unreasonable plan for any initial extension area, update the service data of each branch, and return to execute based on the updated service data. Determine each branch according to the location information and service data of each branch Preliminary outreach in the target area; or, update each branch, and return to execute to obtain location information and service data of each branch based on the updated branch.

In one embodiment, when the computer program is executed by the processor, the following steps are specifically implemented:

According to the business extension area of each branch in the target area, as well as the service data and resource density of each branch, a display interface is generated; the display interface is output.

It should be noted that the data involved in this application (including but not limited to the location information of each branch, service data, and resource density, etc.) are all information and data authorized by the user or fully authorized by all parties, and relevant The collection, use and processing of data need to comply with relevant laws, regulations and standards of relevant countries and regions.

Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above-mentioned embodiments can be completed by instructing related hardware through computer programs, and the computer programs can be stored in a non-volatile computer-readable memory In the medium, when the computer program is executed, it may include the processes of the embodiments of the above-mentioned methods. Wherein, any reference to storage, database or other media used in the various embodiments provided in the present application may include at least one of non-volatile and volatile storage. Non-volatile memory can include read-only memory (Read-Only Memory, ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive variable memory (ReRAM), magnetic variable memory (Magnetoresistive Random Access Memory, MRAM), Ferroelectric Random Access Memory (FRAM), Phase Change Memory (Phase Change Memory, PCM), graphene memory, etc. The volatile memory may include random access memory (Random Access Memory, RAM) or external cache memory. As an illustration and not a limitation, RAM can be in various forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (Dynamic Random Access Memory, DRAM). The databases involved in the various embodiments provided in this application may include at least one of a relational database and a non-relational database. The non-relational database may include a blockchain-based distributed database, etc., but is not limited thereto. The processors involved in the various embodiments provided by this application can be general-purpose processors, central processing units, graphics processors, digital signal processors, programmable logic devices, data processing logic devices based on quantum computing, etc., and are not limited to this.

The technical features of the above embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, they should be It is considered to be within the range described in this specification.

The above-mentioned embodiments only express several implementation modes of the present application, and the description thereof is relatively specific and detailed, but should not be construed as limiting the patent scope of the present application. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application should be determined by 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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