CN109102334A - Market area partition method, apparatus and electronic equipment - Google Patents
Market area partition method, apparatus and electronic equipment Download PDFInfo
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- CN109102334A CN109102334A CN201810892362.4A CN201810892362A CN109102334A CN 109102334 A CN109102334 A CN 109102334A CN 201810892362 A CN201810892362 A CN 201810892362A CN 109102334 A CN109102334 A CN 109102334A
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Abstract
The embodiment of the present invention provides a kind of market area partition method, apparatus and electronic equipment, this method comprises: market area partition device first obtains all subregion divided in advance in region to be divided respective quantity on order within a preset period of time.It is less than the subregion of default order numbers for quantity on order, market area partition device adjusts the quantity on order of these subregions as minimum order numbers.After quantity on order adjustment, market area partition device can be treated further according to the distance after the respective adjustment of all subregion between quantity on order and all subregion divides all subregion progress clustering processing that region includes, and is M commercial circle by region division to be divided.After being less than the quantity on order of subregion of default order numbers to quantity on order and being adjusted, it can make each subregion that can all participate in during clustering processing, each subregion can be all divided into a commercial circle, it is not in isolated subregion, to improve the accuracy of market area partition, guarantee the equilibrium of supply and demand between each commercial circle.
Description
Technical field
The present invention relates to Internet technical field more particularly to a kind of market area partition method, apparatus and electronic equipments.
Background technique
" commercial circle " this concept is applied to consumer field more.Usually, by multiple retail shops with certain income from sales
The region that the position at place and their own sales range collectively constitute is properly termed as commercial circle.Correspondingly, in clean-keeping service
In scene, commercial circle is then the region where house or office building with certain amount clean-keeping service demand.Clean-keeping service mentions
The service businessman of different number can be configured in the commercial circle and non-commercial circle in city for platform, to guarantee that the supply and demand of each region is flat
Weighing apparatus.
In the prior art, commercial circle is usually artificially divided according to quantity on order, so that the accuracy of market area partition is not high,
Service businessman's unreasonable distribution is further resulted in, the unbalanced supply-demand of each commercial circle in city is eventually led to.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of market area partition method, apparatus and electronic equipment, to improve commercial circle
The accuracy of division guarantees the equilibrium of supply and demand in each commercial circle.
In a first aspect, the embodiment of the present invention provides a kind of market area partition method, comprising:
Obtain all subregion divided in advance in region to be divided respective quantity on order within a preset period of time；
It is less than the subregion of default order numbers for quantity on order, adjusts the quantity on order of the subregion as minimum order
Number；
According to quantity on order pair after the distance and the respective adjustment of all subregion between all subregion
The all subregion carries out clustering processing, is M commercial circle by the region division to be divided, wherein M is positive integer.
Optionally, it is described the region division to be divided is M commercial circle after, further includes:
Count the respective quantity on order in M commercial circle；
The M commercial circle is merged and/or split according to the respective quantity on order in M commercial circle, it is N number of to obtain
Commercial circle, wherein N is positive integer.
Optionally, the respective quantity on order according to the M commercial circle is merged and/or is torn open to the M commercial circle
Point, to obtain N number of commercial circle, comprising:
Determine average subregion number that subregion number, the M commercial circle that the M commercial circle respectively contain include and flat
Equal order volume；
The adjacent commercial circle that quantity on order is less than the average order volume is merged；
By quantity on order be greater than the average order volume and/or comprising subregion number be greater than the average subregion number
Commercial circle is split.
Optionally, the method also includes:
N number of commercial circle is adjusted according to N number of respective quantity on order in commercial circle at interval of preset time period.
Optionally, described to obtain all subregion divided in advance in region to be divided respective order within a preset period of time
Before quantity, the method also includes:
Judge whether the region to be divided is first progress market area partition according to market area partition record；
If the region to be divided is first progress market area partition, executes described obtain and divided in advance in region to be divided
All subregion quantity on order within a preset period of time the step of.
Optionally, the method also includes:
In response to servicing the online operation of businessman, the service provider is determined according to the practical order address of the service businessman
The practical ownership commercial circle of family；
In response to the service request of user's triggering in the practical ownership commercial circle, show online in the practical ownership commercial circle
Service businessman, for the user selection.
Optionally, the practical order address according to the service businessman determines the practical ownership quotient of the service businessman
Circle, comprising:
Whether the practical order address for determining the service businessman is original order address；
If the practical order address of the service businessman is not original order address, will be locating for the practical order address
Commercial circle be determined as it is described service businessman practical ownership commercial circle.
Optionally, the method also includes:
If the practical order address of the service businessman exceeds the region to be divided, reminder message is sent.
Second aspect, the embodiment of the present invention provide a kind of market area partition device, comprising:
Module is obtained, all subregion divided in advance in region to be divided is respective within a preset period of time to be ordered for obtaining
Odd number amount；
Quantity adjusts module, for being less than the subregion of default order numbers for quantity on order, adjusts the subregion
Quantity on order is minimum order numbers；
Cluster module, for being ordered after the adjustment according to distance and all subregion between all subregion
Odd number amount carries out clustering processing, is M commercial circle by the region division to be divided, wherein M is positive integer.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, comprising: memory, and connect with the memory
The processor connect；
The memory, for storing one or more computer instruction, wherein one or more computer instruction
It calls and executes for the processor；
The processor, for executing one or more computer instruction with any in above-mentioned market area partition method
A kind of method.
Market area partition method, apparatus provided in an embodiment of the present invention and electronic equipment, region to be divided have been preset and have been drawn
It is divided into several sub-regions, market area partition device first obtains all subregion divided in advance in region to be divided in preset time period
Interior respective quantity on order.It is less than the subregion of default order numbers for quantity on order, market area partition device adjusts these sub-districts
The quantity on order in domain is minimum order numbers.Quantity on order adjustment after, market area partition device can further according to all subregion that
Quantity on order is treated all subregion divided in region and is clustered after the distance between this and the respective adjustment of all subregion
Processing, to be M commercial circle by region division to be divided.Market area partition device can make order to the adjustment processing of quantity on order
The quantity on order that quantity is less than the subregion of default order numbers is adjusted to a suitable number, so that in clustering processing process
The quantity on order of middle each subregion can be all used to, and that is to say that each subregion can all participate in during clustering processing.
Finally, each subregion can be all divided into a commercial circle, be not in isolated subregion, to improve the accurate of market area partition
Property, the equilibrium of supply and demand being further ensured that between each commercial circle.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow chart of market area partition embodiment of the method one provided in an embodiment of the present invention；
Fig. 2 is the flow chart of market area partition embodiment of the method two provided in an embodiment of the present invention；
Fig. 3 is the flow chart of market area partition embodiment of the method three provided in an embodiment of the present invention；
Fig. 4 is the structural schematic diagram of market area partition Installation practice one provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram of market area partition Installation practice two provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of market area partition Installation practice three provided in an embodiment of the present invention；
Fig. 7 is the structural schematic diagram of electronic equipment embodiment one provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
The term used in embodiments of the present invention is only to be not intended to be limiting merely for for the purpose of describing particular embodiments
The present invention.In the embodiment of the present invention and the "an" of singular used in the attached claims, " described " and "the"
It is also intended to including most forms, unless the context clearly indicates other meaning, " a variety of " generally comprise at least two, but not
It excludes to include at least one situation.
It should be appreciated that term "and/or" used herein is only a kind of incidence relation for describing affiliated partner, indicate
There may be three kinds of relationships, for example, A and/or B, can indicate: individualism A, exist simultaneously A and B, individualism B these three
Situation.In addition, character "/" herein, typicallys represent the relationship that forward-backward correlation object is a kind of "or".
Depending on context, word as used in this " if ", " if " can be construed to " ... when " or
" when ... " or " in response to determination " or " in response to detection ".Similarly, context is depended on, phrase " if it is determined that " or " such as
Fruit detection (condition or event of statement) " can be construed to " when determining " or " in response to determination " or " when detection (statement
Condition or event) when " or " in response to detection (condition or event of statement) ".
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
Include, so that commodity or system including a series of elements not only include those elements, but also including not clear
The other element listed, or further include for this commodity or the intrinsic element of system.In the feelings not limited more
Under condition, the element that is limited by sentence "including a ...", it is not excluded that in the commodity or system for including the element also
There are other identical elements.
Market area partition method provided by the invention can be applied to household services scene, in especially daily scene of keeping a public place clean.
The service businessman referred in the service following each embodiments of businessman is Cleaner.
Fig. 1 is the flow chart of market area partition embodiment of the method one provided in an embodiment of the present invention, provided in this embodiment to be somebody's turn to do
The executing subject of market area partition method can be market area partition device, which can be implemented as software, Huo Zheshi
It is now the combination of software and hardware, which, which can integrate, is arranged in the equipment of service businessman's distribution platform side,
Such as in server.As shown in Figure 1, this method comprises the following steps:
S101 obtains all subregion divided in advance in region to be divided respective quantity on order within a preset period of time.
In the case where user completes after single operation, service businessman's distribution platform not only will record the order information of this order, can also
The quantity on order of all subregion in preset time period is updated, wherein order information may include service position, service
Time, service type, service Business Information etc..Therefore, optionally.Market area partition device directly can be to this service businessman point
The quantity on order acquisition request comprising time parameter and region parameter is sent with platform, wherein region parameter is as to be divided
The center longitude data and/or boundary longitude and latitude data of all subregion in region.Then, service businessman's distribution platform can be with
It is each that all subregion divided in advance in region to be divided within a preset period of time is filtered out according to time parameter and region parameter
From quantity on order, that is to say makes the available respective order numbers of all subregion within a preset period of time of market area partition device
Amount.
Wherein, for region to be divided, it can be individual city and be also possible to group of cities.For in region to be divided
All subregion, they can be divides before market area partition in advance.A kind of optionally sub-zone dividing mode, market area partition
Device first gets the map image corresponding to region to be divided, this map image is divided into multiple sizes by image procossing
Identical image block, and each image block both corresponds to a sub-regions.Further recycle map image and area to be divided
Region division to be divided is multiple by actual longitude and latitude data of proportionate relationship and region to be divided between the real area of domain
Subregion, to obtain the center longitude data and boundary longitude and latitude data of each subregion.
Another optionally sub-zone dividing mode, the longitude and latitude data and GeoHash in region to be divided can be calculated
Method combines, to be multiple subregions by region division to be divided, at this point, the longitude and latitude data of each subregion can use one
A GeoHash character string indicates that GeoHash character string is longer that the precision for illustrating longitude and latitude data is higher.In addition, GeoHash
Algorithm is therefore its implementation procedure is no longer discussed in detail in a mature algorithm herein.Wherein, each sub-district divided in advance
Domain all has identical area.
It should be noted that divide subregion process can be by market area partition device completion can also be by other
Device is completed.When dividing subregion by the completion of other devices, market area partition device, which can usually pass through, sends first area number
The longitude and latitude data of all subregion are got according to the mode of acquisition request.
S102, is less than quantity on order the subregion of default order numbers, and the quantity on order for adjusting subregion is ordered for minimum
Odd number.
Succinct for subsequent descriptions, the subregion that quantity on order can be less than to default order numbers be known as first kind sub-district
Domain, other subregions in region to be divided are properly termed as the second class subregion.
It is obtaining in region to be divided after the quantity on order of all subregion, market area partition device can be by first kind subregion
Quantity on order be adjusted to minimum order numbers.
Certainly, in order to best embody the effect of quantity on order adjustment, a kind of most common mode in practical applications:
Default order numbers can be set to 1, and minimum order numbers can be set to the integer more than or equal to 1.At this point, quantity on order adjusts
Process is that subregion, that is, first kind subregion quantity on order that quantity on order is 0 is adjusted to minimum order numbers.This order
The process of quantity adjustment can be understood as the quantity on order of first kind subregion being adjusted to a slightly larger numerical value.It is adjusted
There would not be the subregion that quantity on order is 0 afterwards.Since the quantity on order of each subregion is all not zero, subsequent
During clustering processing, during whole subregions can participate in clustering processing.
Optionally, in order to further ensure the precision of market area partition, in the same of adjustment first kind subregion quantity on order
When, the also quantity on order of adjustable second class subregion.For example, quantity on order=second class after the adjustment of the second class subregion
Quantity on order * preset value before the adjustment of subregion, wherein this preset value can be drawn according to the size in region to be divided and commercial circle
The precision divided requires to preset.Usually, region area to be divided is bigger, and market area partition precision is higher, preset value
Also bigger.
S103, according to quantity on order after the distance and the respective adjustment of all subregion between all subregion to each son
Region carries out clustering processing, is M commercial circle by region division to be divided.
After being adjusted to quantity on order, market area partition device can then start to treat divide all subregion in region into
Row clustering processing.
Specifically, all subregion in subregion to be divided can be marked as in advance with reference to subregion and non-reference
Region.And it is equal with the quantity of the commercial circle marked off with reference to the quantity of subregion, i.e., it is all M, wherein M is positive integer.This
When, for any non-reference subregion A, this non-reference subregion A is calculated first respectively with M with reference to the cluster between subregion
Value.The determining reference subregion B with non-reference subregion A with min cluster value, and finally by this non-reference subregion A and ginseng
It examines subregion B and is divided to one kind.
It is a kind of for any non-reference subregion A with M with reference to any cluster value with reference to subregion B in subregion
Optionally calculation:
Cluster value=distance* (| QA-QB|+1)/(QA+QB+1)
Another optionally calculation:
Cluster value=distance* [1-min (QA,QB)/avg(QA+QB)+0.5]
Wherein, the center that distance is non-reference subregion A and the distance between the center with reference to subregion B, QA, QB
Respectively non-reference subregion A and the quantity on order with reference to subregion B within a preset period of time.
Clustering processing, which can be completed, after all non-reference subregions are all carried out with above-mentioned calculating that is to say area to be divided
All subregion in domain is divided into M class, and every one kind is all a commercial circle.
In addition, optionally, market area partition device can also be modified cluster result after the completion of cluster.Citing comes
It says, if a certain subregion K1With reference subregion T1Be divided to one kind, and with subregion K1Adjacent subregion is sub with reference
Region T2It is divided to class, at this point, market area partition region then can be directly by subregion K1With reference subregion T2It is divided to one kind.
Meanwhile market area partition device also can center longitude data and/or boundary longitude and latitude degree according to correction result, to each commercial circle
It is corrected according to synchronizing.By above-mentioned correcting process so that the shape of the commercial circle marked off be all it is regular, be not present convex figure
Or recessed figure.
And subregion is referred to for the above-mentioned M referred to, it can be before market area partition from each of region to be divided
It is predefined out in subregion.A kind of method of determination optionally referring to subregion:
Then the first step, any one for first selecting in all subregion calculate separately out this with reference to subregion as first
The distance between other subregions and this first reference subregion except first reference subregion value.Specifically, it can use
First calculates this distance value with reference to the center of subregion and the center of other subregions.At this point, in addition to first with reference to sub-district
Except domain, all there is a corresponding distance value in other each subregions.Subregion with maximum range value is determined as
Two refer to subregion, that is to say that by distance first be second with reference to subregion with reference to the farthest subregion of subregion.
Second step is calculated except first with reference to subregion and second with reference to other subregions in addition to subregion respectively with first
It is worth with reference to the distance between subregion, then calculates this other subregion respectively with second with reference to the distance between subregion value.It will
Distance first is determined as third with reference to subregion with reference to the farthest subregion of subregion with reference to subregion and second simultaneously.
Repeating the above process can successively determine that M refer to subregion.
It should be noted that M with reference to subregion determine process can be by market area partition device completion can also
To be completed by other devices.When determination process is completed by other devices, market area partition device usually can be by sending second
Region query request mode get predefine M refer to subregion boundary longitude and latitude data and/or in
The heart channel of Hang-Shaoyin latitude data.
In the present embodiment, region to be divided, which has been preset, is divided into several sub-regions, and market area partition device first obtains
The all subregion divided in advance in region to be divided respective quantity on order within a preset period of time.Quantity on order is less than pre-
If the subregion of order numbers, market area partition device adjusts the quantity on order of these subregions as minimum order numbers.In quantity on order
After adjustment, after market area partition device can be further according to the distance and the respective adjustment of all subregion between all subregion
Quantity on order treats all subregion divided in region and carries out clustering processing, to be M commercial circle by region division to be divided.Quotient
Iris wipe the quantity on order for the subregion that separating device can make quantity on order be less than default order numbers the adjustment processing of quantity on order
It is adjusted to a suitable number, so that the quantity on order of each subregion can be all used to during clustering processing,
It that is to say that each subregion can all participate in during clustering processing.Finally, each subregion can be all divided into a commercial circle,
It is not in isolated subregion, so that the accuracy of market area partition is improved, the equilibrium of supply and demand being further ensured that between each commercial circle.
Above-described embodiment is first is that treat the process that region carries out market area partition that divides.No matter whether region to be divided is first
Market area partition is carried out, market area partition device can complete commercial circle according to the method described above after the operation of response market area partition and draw
Point.And for not being the first region to be divided for dividing commercial circle, it is drawn if still carrying out commercial circle complicated like that in embodiment one
Divide process, then the division knot that can be greatly increased the workload of market area partition device, while the last market area partition is obtained
The utilization rate of fruit is greatly reduced.
Based on this, Fig. 2 is the flow chart of market area partition embodiment of the method two provided in an embodiment of the present invention, as shown in Fig. 2,
This method comprises the following steps:
S201 judges whether region to be divided is first progress market area partition according to market area partition record, if first draw
Point commercial circle, thens follow the steps 202, no to then follow the steps 205.
After the staff of service commercial circle distribution platform triggers market area partition operation, market area partition device can pass through
Inquiry market area partition records to judge whether this region to be divided is first division region.Wherein, the triggering of market area partition operation
Opportunity is typically: having new region to be divided to need to divide commercial circle or a certain market area partition that carried out
Region to be divided needs to be updated commercial circle.
Optionally, in market area partition record record need to be divided region carry out every time market area partition time and each quotient
The commercial circle data etc. obtained after irising wipe point.Wherein, commercial circle data may include the center longitude data of commercial circle, boundary longitude and latitude
The subregion number etc. for including in degree evidence, commercial circle title and each commercial circle.In addition, market area partition record can store in
In the server of market area partition device local or distal end.
S202 obtains all subregion divided in advance in region to be divided respective quantity on order within a preset period of time.
S203, is less than quantity on order the subregion of default order numbers, and the quantity on order for adjusting subregion is ordered for minimum
Odd number.
S204, according to quantity on order after the distance and the respective adjustment of all subregion between all subregion to each son
Region carries out clustering processing, is M commercial circle by region division to be divided.
202~step 204 of above-mentioned steps implementation procedure is similar to the corresponding steps of previous embodiment, may refer to such as Fig. 1
Or else associated description in illustrated embodiment, repeats herein.
S205 marks off the last time according to the quantity on order of all subregion divided in advance within a preset period of time
Commercial circle is adjusted.
If region to be divided is not first progress market area partition, market area partition device can be according to each son divided in advance
The region commercial circle that respective quantity on order marks off the last time within a preset period of time is adjusted.
Wherein, the acquisition of " all subregion within a preset period of time respective quantity on order " may refer in step 202
Associated description, details are not described herein.And the adjustment of commercial circle may include the merging and/or fractionation of commercial circle.Merge and/or splits
Detailed process may refer to the description of following step 206~207.
It should be noted that above-mentioned steps 202~204 and step 205 are actually step 201 lower two points arranged side by side
Branch, order relation in the absence of executing above simultaneously.
And when region to be divided is first progress market area partition, in order to improve the reasonability of market area partition, in step 204
Afterwards, market area partition method can also include the following steps:
S206 counts the respective quantity on order in M commercial circle.
S207 is merged and/or is split to M commercial circle according to the respective quantity on order in M commercial circle, to obtain N number of quotient
Circle.
It, can also ordering at least one subregion that each commercial circle includes after market area partition device obtains M commercial circle
Quantity on order of the sum of the odd number amount as this commercial circle, and then obtain the respective quantity on order in M commercial circle.Later, market area partition
M commercial circle is merged and/or is split further according to the respective quantity on order in M commercial circle by device, to obtain N number of commercial circle, wherein
M, N is positive integer.
Optionally, market area partition device can be merged and/or be split to M commercial circle in the following way.
First, determine subregion number, average subregion number and average order volume that M commercial circle respectively contains.
Second, the adjacent commercial circle that quantity on order is less than average order volume is merged.
Third, by quantity on order be greater than average order volume and/or comprising subregion number be greater than the quotient of average subregion number
Circle is split.
Specifically, merge about commercial circle, market area partition device can calculate one according to the respective quantity on order in M commercial circle
A average order volume.It is then possible to first determine that quantity on order is i.e. to be combined less than the commercial circle of average order volume from M commercial circle
Commercial circle.If the quantity on order of a commercial circle is less than average order volume, illustrate that the order volume of the commercial circle is less, by its separately as
One commercial circle is unreasonable.At this point, market area partition device can further according to commercial circle to be combined center longitude data and/or
Boundary longitude and latitude data further determine that whether commercial circle to be combined is adjacent commercial circle.If adjacent commercial circle, then adjacent by this
Commercial circle to be combined merge.
It is split about commercial circle, after obtaining M commercial circle, market area partition device can also count the subregion that each commercial circle includes
Number, and the subregion number for including according to each commercial circle calculates an average subregion number.If the quantity on order of a commercial circle is greater than
Average order volume and/or comprising subregion number be greater than the commercial circle of average subregion number, then illustrate that this commercial circle order volume is more
And/or area is excessive, the excessive granularity for showing market area partition of the area of commercial circle is larger, at this point, market area partition device then needs pair
It is split, to improve the fineness of market area partition.In practical applications, commercial circle usually can be averagely split as to two.
By the merging and/or fractionation of above-mentioned commercial circle, can be adjusted to by the M commercial circle that step 204 obtains N number of.
In addition, it is necessary to explanation, in practical applications, market area partition device can repeat the above-mentioned of preset times
The merging and/or split process of commercial circle, to guarantee that the fineness of market area partition reaches preset requirement,
In addition to this, with the continuous development in region to be divided, the range and number of commercial circle are all possible to change
Become.Therefore, in order to guarantee the timeliness and reasonability of commercial circle, optionally, after step 205 or step 207, commercial circle
Division methods can also include the following steps: at interval of preset time period according to the respective quantity on order in N number of commercial circle to N number of commercial circle
It is adjusted.
Optionally, this commercial circle adjustment process can not need artificially to trigger, market area partition device can at interval of it is default when
Between section N number of commercial circle is adjusted automatically, the adjustment of commercial circle equally include merge and split at least one of.And merge
And/or the process split also may refer to foregoing description, details are not described herein.
In the present embodiment, before treating division region and carrying out market area partition, market area partition device can first judge that this waits drawing
Whether subregion is first progress market area partition.Market area partition is carried out if it is first, then can carry out quotient in region to be divided thus
It irises wipe point.If not carry out market area partition for the first time, then can based on the division result that the last market area partition obtains to commercial circle into
Row adjustment, can make division result have application abundant in this way, while reach the workload for mitigating market area partition device
Purpose.Meanwhile the region to be divided for carrying out market area partition for the first time can also be to this M commercial circle after obtaining M commercial circle
It merges and/or splits, to obtain N number of commercial circle, guarantee to improve the reasonable of market area partition while the fineness of market area partition
Property.In addition, market area partition device can also be adjusted each commercial circle N at interval of preset time period, to realize that raising marks off
Commercial circle real-time and rational effect.
Reach the final purpose for servicing that the equilibrium of supply and demand between businessman and order is market area partition in each commercial circle.Therefore, exist
After market area partition, usually also need for whole service businessmans to be assigned in different commercial circles.Fig. 3 is the embodiment of the present invention
The flow chart of the market area partition embodiment of the method three of offer, as shown in figure 3, this method comprises the following steps:
S301 determines service businessman according to the practical order address of service businessman in response to servicing the online operation of businessman
Practical ownership commercial circle.
Service businessman can trigger online operation by the service dedicated businessman's application program of businessman, optionally, online
Operation can be understood as the punching operation that service businessman starts working.
A kind of optionally mode, in response to online operation, market area partition device can receive the transmission of businessman's application program
On-line message including man of service provider current location, this current location are the practical order address for servicing businessman.Market area partition
Device can be determined according to the practical order address of service businessman at this practical order address be in which commercial circle, and by this quotient
Circle is determined directly as the practical ownership commercial circle of service businessman.
Another optionally mode, after online operation, market area partition device can be determined first and be wrapped in on-line message
Whether the practical order address included is the original order address for servicing businessman, wherein the original order address for servicing businessman is clothes
Active is submitted when businessman's garrison service businessman's management system of being engaged in.If the practical order address of service businessman is not original order
Commercial circle locating for practical order address is then directly determined as servicing the practical ownership commercial circle of businessman by location.If servicing the reality of businessman
Border order address is original order address, then actually returning the determining man of service provider thus in original home commercial circle of this service businessman
Belong to commercial circle.Wherein, the original home commercial circle for servicing businessman can directly be determined using KM algorithm.Also, market area partition device
After determining that the opportunity of respective original home commercial circle can be market area partition all to service commercial circle.
And the service businessman for not triggering online operation, the practical commercial circle that belongs to is still its original home commercial circle.And
And market area partition device can in real time save the practical ownership commercial circle for all servicing businessman.
S302 is shown online in practical ownership commercial circle in response to the service request of user's triggering in practical ownership commercial circle
Businessman is serviced, for selection by the user.
When the user's presence service demand being located in practical ownership commercial circle, this user can pass through the dedicated user of user
Application triggers service request.Market area partition device service request in response to this, will be online in practical ownership commercial circle herein
Service businessman shows user, and user can select the service businessman admired for oneself service by user application.
In addition, in practical applications, it is also possible to which it is empty or super for the practical order address of the service businessman obtained occur
Out the case where region to be divided, at this point, it is abnormal to show that this service businessman exists.Market area partition device can will include this exception service
The reminder message of the Business Information of businessman is sent to service businessman's management system, allows to service businessman's management system as early as possible to this
Exception service businessman is handled.
In the present embodiment, after market area partition divides, market area partition device also further will can all service businessman
It is assigned in different commercial circles, that is to say the practical ownership commercial circle for determining service businessman according to practical order address, and record clothes
The attaching relation being engaged between businessman and this practical ownership commercial circle.Meanwhile when servicing businessman's appearance exception, market area partition device is also
Reminder message can be sent, so that service businessman's management system handles this exception service businessman.By right in this present embodiment
The assigning process of service businessman is carried out on the basis of the commercial circle that precision is high, reasonability is good, and therefore, this assigning process can
To guarantee to service the equilibrium of supply and demand between businessman and order in each commercial circle.
Fig. 4 is the structural schematic diagram of market area partition Installation practice one provided in an embodiment of the present invention, as shown in figure 4, should
Market area partition device includes: to obtain module 11, quantity adjustment module 12 and cluster module 13.
Module 11 is obtained, it is respective within a preset period of time for obtaining all subregion divided in advance in region to be divided
Quantity on order.
Quantity adjusts module 12, for being less than the subregion of default order numbers for quantity on order, adjusts ordering for subregion
Odd number amount is minimum order numbers.
Cluster module 13, for quantity on order after the adjustment according to distance and all subregion between all subregion
Clustering processing is carried out, is M commercial circle by region division to be divided, wherein M is positive integer.
The method that Fig. 4 shown device can execute embodiment illustrated in fig. 1, the part that the present embodiment is not described in detail can join
Examine the related description to embodiment illustrated in fig. 1.In implementation procedure and the technical effect embodiment shown in Figure 1 of the technical solution
Description, details are not described herein.
Fig. 5 is the structural schematic diagram of market area partition Installation practice two provided in an embodiment of the present invention, as shown in figure 5,
On the basis of embodiment illustrated in fig. 4, the market area partition device further include: statistical module 21 and the first commercial circle adjust module 22.
Statistical module 21, for counting the respective quantity on order in M commercial circle.
First commercial circle adjust module 22, for according to the respective quantity on order in M commercial circle to M commercial circle merge with/
Or split, to obtain N number of commercial circle, wherein N is positive integer.
Optionally, the first commercial circle adjustment module 22 in the market area partition device specifically includes: determination unit 221 merges
Unit 222 and split cells 223.
Determination unit 221, the average subregion for including for determining subregion number, M commercial circle that M commercial circle respectively contain
Several and average order volume.
Combining unit 222, the adjacent commercial circle for quantity on order to be less than average order volume merge.
Split cells 223, for by quantity on order be greater than average order volume and/or comprising subregion number be greater than average son
The commercial circle of number of regions is split.
Optionally, market area partition device further include: the second commercial circle adjusts module 23.
Second commercial circle adjusts module 23, is used at interval of preset time period according to the respective quantity on order in N number of commercial circle to N number of
Commercial circle is adjusted.
Optionally, market area partition device further include: judgment module 24.
Judgment module 24, for judging whether region to be divided is first progress market area partition according to market area partition record；
If region to be divided is first progress market area partition, all subregion for obtaining and dividing in advance in region to be divided is executed default
The step of quantity on order in period.
The method that Fig. 5 shown device can execute embodiment illustrated in fig. 2, the part that the present embodiment is not described in detail can join
Examine the related description to embodiment illustrated in fig. 2.In implementation procedure and the technical effect embodiment shown in Figure 2 of the technical solution
Description, details are not described herein.
Fig. 6 is the structural schematic diagram of market area partition Installation practice three provided in an embodiment of the present invention, as shown in fig. 6,
On the basis of embodiment illustrated in fig. 5, the market area partition device further include: commercial circle belongs to determining module 31 and display module 32.
Commercial circle belongs to determining module 31, for the online operation in response to servicing businessman, according to actually connecing for service businessman
Single-address determines the practical ownership commercial circle of service businessman.
Display module 32 shows practical ownership quotient for the service request in response to user's triggering in practical ownership commercial circle
Online service businessman in circle, for selection by the user.
Optionally, the commercial circle ownership determining module 31 in the market area partition device is specifically used for:
Whether the practical order address for determining service businessman is original order address；
If the practical order address for servicing businessman is not original order address, and commercial circle locating for practical order address is true
It is set to the practical ownership commercial circle of service businessman.
Optionally, market area partition device further include: message transmission module 33.
Message transmission module 33 sends prompting if the practical order address for servicing businessman exceeds region to be divided
Message.
The method that Fig. 6 shown device can execute embodiment illustrated in fig. 3, the part that the present embodiment is not described in detail can join
Examine the related description to embodiment illustrated in fig. 3.In implementation procedure and the technical effect embodiment shown in Figure 3 of the technical solution
Description, details are not described herein.
The foregoing describe the built-in function of market area partition device and structures, in a possible design, market area partition dress
The structure set can be realized as an electronic equipment, such as server.Fig. 7 is electronic equipment embodiment one provided in an embodiment of the present invention
Structural schematic diagram deposited as shown in fig. 7, the electronic equipment includes: memory 41, and the processor 42 connecting with memory
Reservoir 41 is for storing the program that electronic equipment executes the market area partition method provided in any of the above-described embodiment, 42 quilt of processor
It is configured for executing the program stored in memory 41.
Program includes one or more computer instruction, wherein one or more computer instruction is executed by processor 42
When can be realized following steps:
Obtain the quantity on order of all subregion divided in advance in region to be divided within a preset period of time；
It is less than the subregion of default order numbers for quantity on order, adjusts the quantity on order of subregion as minimum order numbers；
According to quantity on order after the distance and the respective adjustment of all subregion between all subregion to all subregion
Clustering processing is carried out, is M commercial circle by region division to be divided, wherein M is positive integer.
Optionally, processor 42 is also used to execute all or part of the steps in aforementioned approaches method step.
Wherein, it can also include communication interface 43 in the structure of electronic equipment, for electronic equipment and other equipment or lead to
Communication network communication.
The apparatus embodiments described above are merely exemplary, wherein unit can be as illustrated by the separation member
Or may not be and be physically separated, component shown as a unit may or may not be physical unit, i.e.,
It can be located in one place, or may be distributed over multiple network units.It can select according to the actual needs therein
Some or all of the modules achieves the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creative labor
In the case where dynamic, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It is realized by the mode of required general hardware platform is added, naturally it is also possible to which reality is come in conjunction with by way of hardware and software
It is existing.Based on this understanding, substantially the part that contributes to existing technology can be with product in other words for above-mentioned technical proposal
Form embody, which may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD
Deng, including some instructions use is so that a computer installation (can be personal computer, server or network equipment etc.)
The method for executing certain parts of each embodiment or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of market area partition method characterized by comprising
Obtain all subregion divided in advance in region to be divided respective quantity on order within a preset period of time；
It is less than the subregion of default order numbers for quantity on order, adjusts the quantity on order of the subregion as minimum order numbers；
According to quantity on order after the distance and the respective adjustment of all subregion between all subregion to described
All subregion carries out clustering processing, is M commercial circle by the region division to be divided, wherein M is positive integer.
2. the method according to claim 1, wherein it is described by the region division to be divided be M commercial circle it
Afterwards, further includes:
Count the respective quantity on order in M commercial circle；
The M commercial circle is merged and/or split according to the respective quantity on order in M commercial circle, to obtain N number of quotient
Circle, wherein N is positive integer.
3. according to the method described in claim 2, it is characterized in that, the respective quantity on order pair according to the M commercial circle
The M commercial circle merges and/or splits, to obtain N number of commercial circle, comprising:
Determine the average subregion number and averagely order that subregion number, the M commercial circle that the M commercial circle respectively contain include
Dan Liang；
The adjacent commercial circle that quantity on order is less than the average order volume is merged；
By quantity on order be greater than the average order volume and/or comprising subregion number be greater than the commercial circle of the average subregion number
It is split.
4. according to the method described in claim 2, it is characterized in that, the method also includes:
N number of commercial circle is adjusted according to N number of respective quantity on order in commercial circle at interval of preset time period.
5. method according to claim 1 to 4, which is characterized in that described to obtain in region to be divided in advance
The all subregion of division is within a preset period of time before respective quantity on order, the method also includes:
Judge whether the region to be divided is first progress market area partition according to market area partition record；
If the region to be divided be it is first carry out market area partition, execute it is described obtain divided in advance in region to be divided it is each
The step of subregion quantity on order within a preset period of time.
6. method according to claim 1 to 4, which is characterized in that the method also includes:
In response to servicing the online operation of businessman, determine the service businessman's according to the practical order address of the service businessman
Practical ownership commercial circle；
In response to the service request of user's triggering in the practical ownership commercial circle, clothes online in the practical ownership commercial circle are shown
Be engaged in businessman, for user selection.
7. according to the method described in claim 6, it is characterized in that, the practical order address according to the service businessman is true
The practical ownership commercial circle of the fixed service businessman, comprising:
Whether the practical order address for determining the service businessman is original order address；
If the practical order address of the service businessman is not original order address, by quotient locating for the practical order address
Circle is determined as the practical ownership commercial circle of the service businessman.
8. the method according to the description of claim 7 is characterized in that the method also includes:
If the practical order address of the service businessman exceeds the region to be divided, reminder message is sent.
9. a kind of market area partition device characterized by comprising
Module is obtained, for obtaining all subregion divided in advance in region to be divided respective order numbers within a preset period of time
Amount；
Quantity adjusts module, for being less than the subregion of default order numbers for quantity on order, adjusts the order of the subregion
Quantity is minimum order numbers；
Cluster module, for order numbers after the adjustment according to distance and all subregion between all subregion
Amount carries out clustering processing, is M commercial circle by the region division to be divided, wherein M is positive integer.
10. a kind of electronic equipment characterized by comprising memory, and the processor being connect with the memory；
The memory, for storing one or more computer instruction, wherein one or more computer instruction is for institute
It states processor and calls execution；
The processor, for executing one or more computer instruction to realize described in any one of claims 1 to 8
Market area partition method.
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| CN201810892362.4A CN109102334A (en) | 2018-08-07 | 2018-08-07 | Market area partition method, apparatus and electronic equipment |
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|---|---|---|---|
| CN201810892362.4A CN109102334A (en) | 2018-08-07 | 2018-08-07 | Market area partition method, apparatus and electronic equipment |
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| CN109102334A true CN109102334A (en) | 2018-12-28 |
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| CN110414613A (en) * | 2019-07-31 | 2019-11-05 | 京东城市(北京)数字科技有限公司 | Method, apparatus, equipment and the computer readable storage medium of region clustering |
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