CN112308600B

CN112308600B - Business circle dividing method and device and storage medium

Info

Publication number: CN112308600B
Application number: CN202010969634.3A
Authority: CN
Inventors: 江明添
Original assignee: Tianjin May 8th Home Freight Service Co ltd
Current assignee: Tianjin May 8th Home Freight Service Co ltd
Priority date: 2020-09-15
Filing date: 2020-09-15
Publication date: 2023-04-07
Anticipated expiration: 2040-09-15
Also published as: CN112308600A

Abstract

The embodiment of the application provides a business circle dividing method, a business circle dividing device and a storage medium. In the embodiment of the application, the target POI with larger freight transportation demand is screened out from the target area, and each target POI is divided into different business circles by taking the coverage area as a reference factor, so that the business circles are more reasonably divided; meanwhile, the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle are integrated to determine the business circle grade of each business circle more objectively and accurately.

Description

Business circle dividing method and device and storage medium

Technical Field

The present application relates to the field of computer technologies, and in particular, to a business turn division method, apparatus, and storage medium.

Background

In order to increase the volume of freight orders, companies operating freight services often park professionals in business circles that are responsible for mining customers who may handle the freight services. Currently, several trade circles are drawn on a map mainly by means of manual experience. However, the manual experience is often limited, which may possibly lead to the situation of unreasonable division of business circles, and the unreasonable division of business circles may often lead to unreasonable configuration of professionals, so that customers who may handle freight services may not be effectively mined, and the increase of the freight order volume is affected. Therefore, a new business circle division method is needed.

Disclosure of Invention

Aspects of the present disclosure provide a business turn dividing method, apparatus, and storage medium to divide a business turn more reasonably.

The embodiment of the application provides a business circle dividing method, which comprises the following steps:

selecting each target information point POI existing in a target area, wherein the transportation demand intensity of the target POI is greater than a preset demand intensity threshold value;

acquiring the coverage area of each target POI, and dividing the target area into a plurality of business circles according to the coverage area of each target POI;

and determining the business circle grade of each business circle according to the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle.

The embodiment of the present application further provides a device is divided to business district, include: a memory, a processor, and a communications component;

the memory for storing a computer program;

the processor, coupled with the memory, to execute the computer program to:

Embodiments of the present application further provide a computer-readable storage medium storing a computer program, which, when executed by a processor, causes the processor to implement the steps in the aforementioned business turn dividing method.

According to the business turn dividing method, the business turn dividing device and the storage medium, the target POI with large freight transportation demand is screened out from the target area, the coverage area of the target POI is taken as a reference factor, and each target POI is divided into different business turns, so that the business turn is divided more reasonably; meanwhile, the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle are integrated to determine the business circle grade of each business circle more objectively and accurately.

Drawings

The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:

fig. 1 is a schematic flow chart of a business turn dividing method according to an exemplary embodiment of the present application;

FIG. 2 is an exemplary target area;

fig. 3 is a schematic flow chart of another business circle dividing method according to an exemplary embodiment of the present application;

FIG. 4 is a diagram of a system architecture in a practical application scenario;

fig. 5 is a schematic structural diagram of a business turn dividing apparatus according to an exemplary embodiment of the present application.

Detailed Description

In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application without making any creative effort belong to the protection scope of the present application.

Aiming at the technical problem that the conventional business circles are unreasonably divided, in some embodiments of the application, target POIs with large freight transportation requirements are screened out from a target area, and the coverage area of the target POIs is taken as a reference factor to divide the target POIs into different business circles, so that the business circles are more reasonably divided; meanwhile, the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle are integrated to determine the business circle grade of each business circle more objectively and accurately.

The technical solutions provided by the embodiments of the present application are described in detail below with reference to the accompanying drawings.

Fig. 1 is a schematic flow chart of a business turn dividing method according to an exemplary embodiment of the present application. The main execution body of the method is a business district dividing device, and as shown in fig. 1, the method comprises the following steps:

101, selecting each target information point POI existing in a target area, wherein the transportation demand intensity of the target POI is greater than a preset demand intensity threshold value.

And 102, acquiring the coverage area of each target POI, and dividing the target area into a plurality of business circles according to the coverage area of each target POI.

And 103, determining the business circle grade of each business circle according to the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle.

In the step 101, the target area may be understood as an area that needs to be divided into business circles, and the target area is determined according to actual business requirements. In the target area, there are a plurality of POIs (points of Information), such as a commercial supermarket, a wholesale market, a building material market, a school, a library, a museum, a park, and the like. In the POI, the freight needs such as commercial supermarkets, wholesale markets, building material markets and the like are large, and the freight needs such as schools, libraries, museums, parks and the like are small.

In a freight business scenario, POIs with large freight requirements should be classified into business circles as much as possible in order to increase the volume of freight orders. Therefore, it is necessary to screen a plurality of POIs existing in the target area according to the size of the shipping demand, and select a POI with a large shipping demand.

Specifically, the transportation demand intensity threshold value may be set by analyzing the transportation demand intensities of a large number of POIs, and if the transportation demand intensity of a certain POI is greater than the preset demand intensity threshold value, the POI is a target POI. And if the transportation demand intensity of a certain POI is not greater than a preset demand intensity threshold value, the POI is not the target POI.

In the step 102, after each target POI in the target area is determined, the coverage area of the target POI may be used as a reference factor to divide each target POI into different business circles, so as to implement more reasonable division of business circles.

In step 103, the number of POIs, the number of businesses, the coverage area, and the type of target POI in the divided business circles may be the same or different. It can be understood that the number of POIs is in direct proportion to the intensity of transportation demand in a business circle; the number of the commercial tenants and the transportation demand intensity of the business circle are in a direct proportion relation; the coverage area of the business circle is in direct proportion to the transportation demand intensity of the business circle; the transport needs vary with the type of target POI. Therefore, in order to determine the business district grade more objectively and accurately, the business district grade of each business district can be determined by integrating the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business district.

According to the business turn dividing method provided by the embodiment of the application, each target information point POI existing in a target area is selected, wherein the transportation demand intensity of the target POI is greater than a preset demand intensity threshold value; acquiring the coverage area of each target POI, and dividing the target area into a plurality of business circles according to the coverage area of each target POI; and determining the business circle grade of each business circle according to the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle. Therefore, the target POI with large freight transportation demand is screened out from the target area, and each target POI is divided into different business circles by taking the coverage area as a reference factor, so that the business circles are more reasonably divided; meanwhile, the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle are integrated to determine the business circle grade of each business circle more objectively and accurately.

On the basis of the embodiment, the transportation demand intensity of the POI can be calculated by integrating the types of the POI, the coverage area of the POI, the number of merchants of the POI and other factors. It can be understood that the type of the POI, the coverage area of the POI, and the number of the merchants of the POI can reflect the transportation requirement of the POI more objectively, and of course, the calculated transportation requirement intensity of the POI is more objective.

In this embodiment, the types of the POIs, the coverage areas of the POIs, and the number of businesses of the POIs in the target area may be collected manually, and the collected data may be uploaded to the business turn dividing apparatus. The business district dividing apparatus may acquire the type of each POI, the coverage area of the POI, and the number of businesses of the POI in the target area from the existing map data. It can be understood that, in the existing electronic map, the type of each POI, the coverage area of the POI, and the number of businesses of the POI in each area are recorded. In a specific operation, map data of the target area may be crawled from the electronic map by using a map Application Programming Interface (API) opened by a map data provider.

In practical application, a corresponding relationship between the type of the POI and the transportation requirement strength, a corresponding relationship between the coverage area of the POI and the transportation requirement strength, and a corresponding relationship between the number of merchants of the POI and the transportation requirement strength may be established first. Meanwhile, corresponding weights are distributed to the types of the POI, the coverage area of the POI and the number of the merchants of the POI in the calculation of the transportation demand intensity of the POI. Therefore, after the type, the coverage area and the number of merchants of one POI are obtained, the corresponding sub-transportation requirement strength can be obtained based on the corresponding relation, and the transportation requirement strength of the POI is obtained by carrying out weighted summation based on the weight and each sub-transportation requirement strength.

For example, the transportation demand intensity P = P1 × W1+ P2 × W2+ P3 × W3 of a certain POI, where W1 is a weight corresponding to the type of the POI, W2 is a weight corresponding to the coverage area of the POI, W3 is a weight corresponding to the number of businesses of the POI, W1+ W2+ W3+ W4=1, and W1, W2, W3, and W4 may be set according to empirical values. P1 is the sub transportation demand strength obtained based on the correspondence between the type of the POI and the transportation demand strength, P2 is the sub transportation demand strength obtained based on the correspondence between the coverage area of the POI and the transportation demand strength, and P3 is the sub transportation demand strength obtained based on the correspondence between the number of merchants of the POI and the transportation demand strength.

On the basis of the above embodiment, optionally, when selecting each piece of target POI information in the target area, the type and transportation demand intensity of each POI information point existing in the target area may be obtained first; and taking the POI with the preset type and the transportation demand intensity larger than a preset demand intensity threshold value as the target POI. Wherein the preset type comprises one or more of the following: commercial supermarkets, wholesale markets and building material markets.

In this embodiment, the preset types include one or more of the following: the preset types of the POIs are POIs with large transportation requirements, and can be set according to actual business requirements.

In the embodiment, the target POI meeting the conditions is selected from POIs with large transportation demands, such as a commercial supermarket, a wholesale market, a building material market and the like, so that the target POI with large transportation demands can be found out more accurately, meanwhile, the workload of selecting the target POI can be reduced, the time required by the division of a business circle is reduced, and the possibility is provided for the rapid division of the business circle.

On the basis of the foregoing embodiment, optionally, when a quotient circle is divided according to the coverage of each target POI, N target POIs whose coverage is the largest and whose distances from each other are greater than a specified coverage distance may be selected according to the coverage of each target POI, where N is an integer greater than or equal to 2, each target POI of the N target POIs is taken as a center of the quotient circle, and a quotient circle with the target POI as the center of the quotient circle is divided by taking a distance not greater than the maximum radius of the quotient circle as a radius.

In this embodiment, a quotient circle is preferably defined by taking the target POI with the largest coverage as a center of the quotient circle. In order to avoid coincidence between business circles as much as possible, when the target POI with the largest coverage area is selected as the center of the business circle, a plurality of target POIs with the distance between the target POIs larger than the largest diameter of the business circle are selected, then, each target POI is taken as the center of the business circle, the distance not larger than the largest diameter of the business circle is taken as the radius, and a circular area is drawn out, wherein the circular area is the coverage area of the business circle. The maximum diameter of the business circle is twice the maximum radius of the business circle, and the maximum diameter of the business circle is set according to actual situations.

It is understood that the maximum coverage area of the business circle determined based on the maximum diameter of the business circle is larger than the coverage area of any target POI in the target area, and meanwhile, the coverage area of any business circle is not smaller than the coverage area of any target POI in the target area, and any business circle may include one or more target POIs, and the number of target POIs included in different business circles may be different. When determining the radius of each quotient circle, the radius of different quotient circles may be different, and of course, the coverage area of different quotient circles may be different, with the criterion that the radius of each quotient circle is not coincident with the generated quotient circle.

In some optional embodiments, in order to take the target POI with a large coverage as possible as the center of the business circle, and ensure that the coverage of each business circle is not overlapped, a more reasonable division of the business circle is realized. As an example, according to the coverage of each target POI, selecting N target POIs with the largest coverage and the distance between them greater than the maximum diameter of the quotient circle, specifically: sequencing all target POIs according to the sequence of the coverage range from large to small so as to obtain the target POIs which are not drawn into any business circles currently; and selecting the top 1 target POI as a business circle center from the target POIs which are not currently drawn into any business circle to draw a business circle, removing the selected target POIs and other target POIs drawn into the coverage area of the business circle in which the selected target POIs are located from the target POIs which are not currently drawn into any business circle, and repeating the operation until all the target POIs are drawn into the business circle.

Fig. 2 is an exemplary target area. Four quotient circles are included in fig. 2, each black dot in fig. 2 represents a target POI, and an area defined by a dotted line surrounding each black dot is a coverage area of the target POI. The division order of four business circles is business circle 1, business circle 2, business circle 3, business circle 4 in proper order, and the coverage of four business circles does not coincide, and the coverage of four business circles is different, and the quantity of the target POI that four business circles include is some the same or some difference. When the business circle 1 is divided, the business circle center of the business circle 1 is the target POI with the largest coverage area among all target POIs, and when the business circle 1 is divided, a plurality of target POIs may be divided into the business circle 1. When the business circle 2 is divided, selecting a target POI which is larger than the maximum diameter of the business circle and has the maximum coverage range from a plurality of target POIs which are not drawn into the business circle 1, and drawing the business circle 2 in the target area by taking the selected target POI as the business circle center of the business circle 2. By analogy, a business circle 3 and a business circle 4 are drawn in the target area.

On the basis of the above embodiment, optionally, the business turn grade of each business turn may be determined based on a pre-established correspondence. Specifically, a corresponding relation between the number of POIs in the business circle and the score is established, wherein the score is higher when the number of POIs is larger. And establishing a corresponding relation between the number of the merchants in the business circle and the scores, wherein the greater the number of the merchants, the higher the scores, and the number of the merchants in the business circle is the sum of the number of the merchants of each target POI in the business circle. And establishing a corresponding relation between the coverage range of the business circle and the score, wherein the larger the coverage range of the business circle is, the higher the score is. And establishing a corresponding relation between the types of the POI and the scores, wherein the scores of the types of the POI with larger transportation demands are higher than the scores of the types of the POI with smaller transportation demands. And establishing a corresponding relation between the score range and the business circle grade, wherein the larger the value of the score range is, the higher the corresponding business circle grade is.

For example, the fraction of a certain quotient circle S = S1 × W1+ S2 × W2+ S3 × W3+ S4 × W4.

W1 is a weight corresponding to the number of POIs, W2 is a weight corresponding to the number of merchants of the POIs, W3 is a weight corresponding to a merchant coverage, W4 is a weight corresponding to the type of the POIs, W1+ W2+ W3+ W4=1, and W1, W2, W3, and W4 may be set according to an empirical value.

The method comprises the following steps of S1 obtaining scores based on the corresponding relation between the number of POIs and the scores, S2 obtaining scores based on the corresponding relation between the number of merchants and the scores, and S3 establishing the corresponding relation between the coverage range of a business circle and the scores. And S4, obtaining a score based on the corresponding relation between the type of the POI and the score. It should be noted that when multiple types of target POIs are included in the quotient circle, the scores corresponding to the target POIs of the respective types may be calculated, the scores corresponding to the target POIs of the respective types are averaged, and the average value is taken as S4 × W4.

After the score S of a certain business circle is obtained, the score range of the score S of the certain business circle is judged, and then the business circle grade of the certain business circle is determined based on the corresponding relation between the score range and the business circle grade.

Fig. 3 is a flowchart illustrating another business turn dividing method according to an exemplary embodiment of the present application. As shown in fig. 3, the method comprises the steps of:

301, selecting each target information point POI existing in a target area, wherein the transportation demand intensity of the target POI is greater than a preset demand intensity threshold.

The implementation manner of step 301 in this embodiment is the same as that of step 101 in the above embodiment, and is not described herein again.

302, obtaining a coverage area of each target POI, and dividing the target area into a plurality of business circles according to the coverage area of each target POI.

The implementation manner of step 302 in this embodiment is the same as that of step 102 in the above embodiment, and is not described herein again.

303, determining the business circle grade of each business circle according to the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle.

The implementation manner of step 303 in this embodiment is the same as that of step 103 in the above embodiment, and is not described herein again.

And 304, updating the business circle grade of each business circle according to a preset business circle updating strategy.

In practical applications, the freight demand of a business district with a higher business district grade may not be very high, and the freight demand of a business district with a lower business district grade may be high.

Therefore, after the business circle grade of each business circle is determined based on the number of POIs, the number of merchants and the type of the target POI in each business circle, the business circle grade of each business circle can be updated, so that the business circle grade of each business circle can match with the freight demand of the business circle, freight vehicles can be arranged to the business circle more reasonably based on the business circle grade, suitable merchant diggers are recruited, and the like, and the increase of the number of freight orders is promoted.

In this embodiment, the preset business turn update policy update may be to update the business turn level after a business turn level update event is triggered. Business district level update events include, but are not limited to: detecting an updating instruction triggered by a user, detecting that the number of orders which are not issued in a certain business district is increased more in the recent period of time, detecting that the number of orders which are issued in a certain business district is increased more in the recent period of time, and the like.

In this embodiment, the preset business turn update policy may also be to periodically update the business turn level. As an example, when the business circle level is periodically updated, for any business circle in the business circles, periodically acquiring a historical freight order quantity of the business circle, wherein the historical freight order quantity comprises a historical freight order placing quantity and a historical freight order placing quantity; if the historical freight order placing quantity is larger than the historical freight order delivery quantity, obtaining the details of the historical freight orders which are not delivered, and obtaining the reason information of the orders which are not delivered from the details; if the reason information of not issuing the order is that the freight vehicle is insufficient, the business circle grade of the business circle is improved; wherein, the higher the business circle grade, the more the freight vehicle quantity in the business circle.

In this embodiment, the historical shipping order quantity may be understood as the quantity of shipping orders that the merchant submits to arrange for the delivery of goods by truck in the past period of time; accordingly, historical shipping order quantities may be understood as the quantity of orders that have been submitted by the merchant and arranged for delivery of the merchant's supplies over the past period of time.

In this embodiment, the number of orders placed by historical freight transportation is greater than the number of orders placed by historical freight transportation, which may be the situation that the freight transportation demand of the business circle increases to cause that the freight transportation vehicles are insufficient, and further some freight orders are not placed; the situation that some freight orders are not issued due to the fact that the time for delivering the materials is delayed after the merchants place the orders can also occur.

Therefore, when the historical shipping order quantity is larger than the historical shipping order quantity, the reason that the shipping order is not issued needs to be checked. When the reason is checked, the details of the historical freight orders which are not listed can be obtained, and the reason information of the non-listed orders is obtained from the details. If some freight orders are not placed due to the fact that the vehicles are insufficient, the business circle grade of the business circle is improved, and therefore more vehicles can be configured according to the improved business circle grade, and the increased freight requirements of the business circle are met. If some freight orders are not placed because of insufficient vehicles, the business district grade of the business district can be maintained unchanged.

In this embodiment, after the historical ordering quantity of freight transportation in each business district is obtained, the historical ordering quantity of freight transportation in each business district may be analyzed, and the business district grade in each business district may be updated according to the analysis result.

As an example, the average value of the historical orders placed by freight is analyzed according to the historical orders placed by freight of each business district, and the average value of the historical orders placed by freight can be used as a distinguishing standard for distinguishing the high business district grade from the low business district grade. If the historical freight order placing quantity of the business circle with the high business circle grade is smaller than the average value of the historical freight order placing quantity, the grade of the business circle needs to be reduced to the low business circle grade. Similarly, if the historical shipping order quantity of the business circle with low business circle grade is larger than the average value of the historical shipping order quantity, the grade of the business circle needs to be increased to a high business circle grade. Therefore, the business district grade is updated more reasonably.

The requirement means that the high business circle grade and the low business circle grade can be set according to the specific situation of practical application. For example, the business circle grades are respectively a first grade, a second grade, a third grade, a fourth grade and a fifth grade from high to low. The first level, the second level, and the third level may be set as a high business circle level, and the fourth level and the fifth level may be set as a low business circle level. When the business circle grade is adjusted down or increased, the business circle grade can be adjusted down or increased according to the actual situation. For example, the adjustment from the first level to the third level or the fourth level is possible, and the adjustment from the third level to any one of the first level, the second level, and the third level is possible.

According to the business circle dividing method provided by the embodiment, after the business circle grade of each business circle is determined based on the number of POIs, the number of merchants and the type of the target POI in each business circle, the business circle grade of each business circle can be updated, so that the business circle grade of the business circle can match with the freight demand of the business circle, the freight vehicles can be conveniently and reasonably arranged to the business circle based on the business circle grade subsequently, suitable merchant miners are recruited, and the like, and the increase of the number of freight orders is promoted.

On the basis of the embodiment shown in fig. 1 or fig. 3, after the current business circle grade of the business circle is determined, at least one of the number of vehicles to be configured in each business circle and the recruitment information of the merchant may be determined according to the business circle grade; and pushing the at least one type of information to a terminal of a business district manager so that the business district manager allocates freight vehicles for each business district and allocates business district diggers for each business district.

Fig. 4 is a system architecture diagram in a practical application scenario. The system shown in fig. 4 comprises a business district dividing device 10, a terminal 20 of business district management personnel and a terminal 30 of business district mining personnel.

After determining the grade of each business district, the business district dividing apparatus 10 may further determine information such as the number of vehicles to be configured in each business district and recruitment information of merchants based on the business district grade.

After the number of the vehicles to be configured in each business district pushed to the terminal 20 of the business district manager by the business district dividing device 10, the terminal of the business district manager can allocate a corresponding number of freight vehicles in each business district.

After the business district dividing device 10 pushes the recruitment information of the merchants of each business district to the terminal 20 of the business district manager, the business district manager learns the qualification of the business district miners who recruit and mine the merchants in the business district, which is included in the recruitment information of the merchants, and configures the business district miners for each business district.

It can be understood that a business district with a high business district grade is provided with business district miners with high excavation qualification, and a business district with a low business district grade can be provided with business district miners with low excavation qualification, so that the manpower resources of the business district miners are reasonably distributed, meanwhile, more merchants are promoted to handle the freight services, and the improvement of the freight order quantity is facilitated.

The terminal 20 of the business district administrator sends a notification to the terminal 30 of the business district digger to notify the business district digger to go to the corresponding business district digging merchant. The business district mining personnel can also request basic information of each business district, such as business district grades, number of POIs, number of merchants, coverage, types of target POIs and the like of each business district from the business district dividing device 10 through the terminal 30 of the business district mining personnel so as to carry out merchant mining in a targeted manner.

It should be noted that the execution subjects of the steps of the methods provided in the above embodiments may be the same device, or different devices may be used as the execution subjects of the methods. For example, the execution subject of steps 101 to 103 may be device a; for another example, the execution subject of

steps

101 and 102 may be device a, and the execution subject of step 103 may be device B; and so on.

In addition, in some of the flows described in the above embodiments and the drawings, a plurality of operations are included in a specific order, but it should be clearly understood that the operations may be executed out of the order presented herein or in parallel, and the sequence numbers of the operations, such as 101, 102, etc., are merely used for distinguishing different operations, and the sequence numbers do not represent any execution order per se. Additionally, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first", "second", etc. in this document are used for distinguishing different messages, devices, modules, etc., and do not represent a sequential order, nor limit the types of "first" and "second" to be different.

Fig. 5 is a schematic structural diagram of a business turn dividing apparatus according to an exemplary embodiment of the present application. As shown in fig. 5, the apparatus includes: the method comprises the following steps: memory 11, processor 12.

The memory 11 is used for storing computer programs and may be configured to store other various data to support operations on the processor. Examples of such data include instructions for any application or method operating on the processor, contact data, phonebook data, messages, pictures, videos, and so forth.

The memory 11 may be implemented by any type or combination of volatile or non-volatile memory devices, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.

A processor 12, coupled to the memory 11, for executing the computer program in the memory 11 to:

Further, the processor 12, after determining the business turn grades of the respective business turns, is further configured to: and updating the business circle grade of each business circle according to a preset business circle updating strategy.

Further, when updating the business district level, the processor 12 is specifically configured to:

aiming at any business circle in each business circle, periodically acquiring the historical freight order quantity of the business circle, wherein the historical freight order quantity comprises the historical freight order placing quantity and the historical freight order placing quantity;

if the historical freight order placing quantity is larger than the historical freight order placing quantity, obtaining the historical freight order details which are not placed, and obtaining the reason information of the non-placed orders;

if the reason information of not issuing the order is that the freight vehicle is insufficient, the business circle grade of the business circle is improved; wherein, the higher the business district grade, the more the freight vehicle quantity in the business district.

Further, when dividing the quotient circle, the processor 12 is specifically configured to:

according to the coverage range of each target POI, selecting N target POIs with the largest coverage range and the distance between the target POIs larger than the largest diameter of a quotient circle, wherein N is an integer larger than or equal to 2;

and each target POI in the N target POIs is taken as a center of a business circle, and the distance which is not more than the maximum radius of the business circle is taken as a radius to define the business circle taking the target POI as the center of the business circle.

Further, when selecting a target POI based on the coverage of the target POI, the processor 12 is specifically configured to:

sequencing all target POIs according to the sequence from large coverage to small coverage so as to obtain the target POIs which are not marked into any business circles;

selecting 1 top-ranked target POI from the target POIs which are not currently drawn into any business circles as a business circle center to draw a business circle, removing the selected target POI and other target POIs drawn into the coverage area of the business circle where the selected target POI is located from the target POIs which are not currently drawn into any business circles, and repeating the operation until all the target POIs are drawn into the business circles.

Further, the processor 12, when selecting the target POI, is specifically configured to:

acquiring the type and transportation demand strength of each POI information point existing in the target area;

using POI with a preset type and transportation demand intensity larger than a preset demand intensity threshold value as the target POI;

wherein the preset type comprises one or more of the following: commercial supermarkets, wholesale markets and building material markets.

Further, the processor 12, after determining the business turn rating, is further configured to:

determining at least one of the number of vehicles required to be configured in each business circle and recruitment information of merchants according to the business circle grade;

and pushing the at least one type of information to a terminal of a business district manager so that the business district manager allocates freight vehicles for each business district and allocates business district diggers for each business district.

The apparatus shown in fig. 5 can perform the method of the embodiment shown in fig. 1 or fig. 3, and the related description of the embodiment shown in fig. 1 or fig. 1 can be referred to for the part not described in detail in this embodiment. The implementation process and technical effect of the technical solution refer to the description in the embodiment shown in fig. 1 or fig. 3, and are not described herein again.

Further, as shown in fig. 5, the apparatus further includes: communication components 13, display 14, power components 15, audio components 16, and the like. Only some of the components are schematically shown in fig. 5, and it is not meant that the processor includes only the components shown in fig. 5. In addition, the components shown by the dashed boxes in fig. 5 are optional components, but not necessarily optional components, and may be determined according to a specific implementation form of the business district dividing apparatus. If the business district dividing device is implemented as a terminal device such as a notebook computer, a tablet, a mobile phone, etc., components shown by dotted line boxes in fig. 5 may be included; if the business district dividing apparatus is implemented as a server device such as a conventional server, a cloud server, or a server array, components shown by dashed boxes in fig. 5 are not included.

Accordingly, the present application further provides a computer readable storage medium storing a computer program, where the computer program is capable of implementing the steps that can be executed by a processor in the foregoing method embodiments when executed.

The communication component of fig. 5 described above is configured to facilitate communication between the device in which the communication component is located and other devices in a wired or wireless manner. The device where the communication component is located can access a wireless network based on a communication standard, such as a WiFi, a 2G, 3G, 4G/LTE, 5G and other mobile communication networks, or a combination thereof. In an exemplary embodiment, the communication component receives a broadcast signal or broadcast related information from an external broadcast management system via a broadcast channel. In one exemplary embodiment, the communication component further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, ultra Wideband (UWB) technology, bluetooth (BT) technology, and other technologies.

The display of fig. 5 described above includes a screen, which may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation.

The power supply assembly of fig. 5 described above provides power to the various components of the device in which the power supply assembly is located. The power components may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the device in which the power component is located.

The audio component of fig. 5 described above may be configured to output and/or input an audio signal. For example, the audio component includes a Microphone (MIC) configured to receive an external audio signal when the device in which the audio component is located is in an operational mode, such as a call mode, a recording mode, and a voice recognition mode. The received audio signal may further be stored in a memory or transmitted via a communication component. In some embodiments, the audio assembly further comprises a speaker for outputting audio signals.

As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.

The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.

The memory may include forms of volatile memory in a computer readable medium, random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.

Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.

It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of other like elements in a process, method, article, or apparatus comprising the element.

The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art to which the present application pertains. Any modification, equivalent replacement, improvement or the like made within the spirit and principle of the present application shall be included in the scope of the claims of the present application.

Claims

1. A business turn dividing method is characterized by comprising the following steps:

selecting each target POI existing in a target area, wherein the transportation demand intensity of the target POI is greater than a preset demand intensity threshold value;

determining the business circle grade of each business circle according to the number of POIs, the number of merchants, the coverage area and the type of the target POI in each business circle;

wherein, the dividing the target area into a plurality of business circles according to the coverage area of each target POI includes: selecting N target POIs with the largest coverage range and the distance between the N target POIs larger than the maximum diameter of the quotient circle according to the coverage range of each target POI, wherein N is an integer larger than or equal to 2; each target POI in the N target POIs is taken as a business turn center, and the distance which is not more than the maximum radius of the business turn is taken as a radius to define the business turn taking the target POI as the business turn center;

according to the coverage range of each target POI, selecting N target POIs with the largest coverage range and the distance between the N target POIs larger than the largest diameter of the quotient circle, wherein the method comprises the following steps:

sequencing all target POIs according to the sequence of the coverage range from large to small so as to obtain the target POIs which are not drawn into any business circles currently; selecting 1 top-ranked target POI from the target POIs which are not currently drawn into any business circles as a business circle center to draw a business circle, removing the selected target POI and other target POIs drawn into the coverage area of the business circle where the selected target POI is located from the target POIs which are not currently drawn into any business circles, and repeating the operation until all the target POIs are drawn into the business circles.

2. The method of claim 1, after determining a business turn rating for each business turn, further comprising: and updating the business circle grade of each business circle according to a preset business circle updating strategy.

3. The method according to claim 2, wherein the updating of the business turn grades of the respective business turns according to a preset business turn updating strategy comprises:

if the reason information of not issuing the order is that the freight vehicle is insufficient, the business circle grade of the business circle is improved; wherein, the higher the business circle grade, the more the freight vehicle quantity in the business circle.

4. The method of claim 1, wherein selecting each target POI information point in the target area comprises:

acquiring the type and transportation demand intensity of each POI information point existing in the target area;

5. The method of claim 1, after determining a business turn rank for each business turn, further comprising:

6. A business district dividing apparatus, comprising: a memory, a processor, and a communications component;

the memory for storing a computer program;

the processor, coupled with the memory, to execute the computer program to:

selecting each target POI existing in a target area, wherein the transportation requirement intensity of the target POI is larger than a preset requirement intensity threshold value;

when the processor divides the target area into a plurality of business circles according to the coverage range of each target POI, selecting N target POIs which have the largest coverage range and the distance between the N target POIs is larger than the largest diameter of the business circles according to the coverage range of each target POI, wherein N is an integer larger than or equal to 2; each target POI in the N target POIs is taken as a center of a business circle, and a distance which is not more than the maximum radius of the business circle is taken as a radius, so that the business circle which takes the target POI as the center of the business circle is defined;

the processor selects N target POIs with the largest coverage range and the distance between the N target POIs larger than the maximum diameter of the business circles according to the coverage range of each target POI, and the method comprises the following steps:

7. The apparatus of claim 6, wherein the processor, after determining a business turn rating for each business turn, is further configured to: and updating the business circle grade of each business circle according to a preset business circle updating strategy.

8. A computer-readable storage medium storing a computer program, which, when executed by a processor, causes the processor to carry out the steps in the quotient circle division method of any one of claims 1 to 5.