CN109377262A - A kind of pricing method and device of service charge - Google Patents

A kind of pricing method and device of service charge Download PDF

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Publication number
CN109377262A
CN109377262A CN201811099113.6A CN201811099113A CN109377262A CN 109377262 A CN109377262 A CN 109377262A CN 201811099113 A CN201811099113 A CN 201811099113A CN 109377262 A CN109377262 A CN 109377262A
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region
subsidy
service
index
coefficient
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雷宇
张涛
朴松梅
郝井华
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Beijing Sankuai Online Technology Co Ltd
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Beijing Sankuai Online Technology Co Ltd
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Priority to CN201811099113.6A priority Critical patent/CN109377262A/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/083—Shipping
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G06Q10/105—Human resources
    • G06Q10/1053—Employment or hiring
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283—Price estimation or determination
    • G06Q30/0284—Time or distance, e.g. usage of parking meters or taximeters
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services

Abstract

The application provides pricing method, device and the computer readable storage medium and electronic equipment of a kind of service charge.Wherein, which comprises according to the history order data of multiple regions, calculate the service indication in each region；According to the service indication in each region, classify to each region；After classification obtains the corresponding area type in each region, the subsidy adjusted value of different zones type is calculated；The subsidy coefficient in each region is adjusted according to the adjusted value；The service charge of order in corresponding region is calculated according to subsidy coefficient adjusted.Using the application, the accuracy of the price of service charge can be promoted.

Description

A kind of pricing method and device of service charge
Technical field
This application involves Internet technical fields more particularly to a kind of pricing method of service charge, device and computer to deposit Storage media and electronic equipment.
Background technique
It is universal with intelligent terminal with the development of internet technology, it has come into being various convenient for people's life Service business, such as delivery service, trip service etc..Specifically, the delivery service may include that take-away, express delivery etc. are matched immediately Send business；The trip service may include the networks chauffeur business such as express, special train, taxi.In general, service platform in order to The enthusiasm of attendant is transferred, the subsidy of service charge can be carried out to every Service Order.Wherein, for different business region Service charge generallys use identical pricing mechanism.
However, in practical applications, often there is different service ability in different business region, if using identical fixed Valence mechanism is easy to appear the unbalanced of subsidy resource, such as the region subsidy resource of service ability abundance and service scarce capacity Identically or comparably, the case where there are the wastings of resources for the region of ability abundance to a certain extent.Therefore, existing scheme Middle presence service takes the problem of price inaccuracy.
Summary of the invention
In view of this, the application provides pricing method, device and the computer storage medium of a kind of service charge and electronics is set Standby, the price accuracy for solving the problems, such as above-mentioned service charge is not high.
Specifically, the application is achieved by the following technical solution:
A kind of pricing method of service charge, which comprises
According to the history order data of multiple regions, the service indication in each region is calculated；
According to the service indication in each region, classify to each region；
After classification obtains the corresponding area type in each region, the subsidy adjusted value of different zones type is calculated；
The subsidy coefficient in each region is adjusted according to the adjusted value；
The service charge of order in corresponding region is calculated according to subsidy coefficient adjusted.
Optionally, the subsidy adjusted value for calculating different zones type, specifically includes:
In the case where keeping average service subsidy constant, the subsidy adjusted value of different zones type is calculated.
Optionally, the history order data according to each region, calculate the service indication in each region, specific to wrap It includes:
According to the history order data in each region, the body of each region each timeslice in setting duration recently is calculated Test index；Wherein, the balance of the service ability supply and demand in the experience index expression region, the experience index are in timeslice Order place an order after in preset duration by the ratio of the quantity of order and total number of orders amount；
Calculate experience index median of each region in setting duration recently；
According to the history order data in each region, calculate each region in setting duration recently each timeslice and The people of current time piece imitates index；Wherein, the people imitates the efficiency of the attendant in index expression region, and people's effect refers to It is designated as the ratio of attendant's quantity of at least one list of total number of orders amount and completion in timeslice；
It calculates people of each region in setting duration recently and imitates index median.
Optionally, the service indication according to each region is classified to each region, is specifically included:
By in the multiple region, experience index median is greater than first threshold, and, the people of current time piece imitates index The region for imitating index median less than people is determined as head zone；
By in the multiple region, experience index median is less than second threshold, and, the people of current time piece imitates index The region for imitating index median greater than people is determined as tail region；
Head zone will be both not belonging to or be not belonging to the region of tail region be determined as intermediate region.
Optionally, the method also includes:
Calculate the mean value and standard deviation of the experience index median of all areas；
The first threshold includes the standard deviation that mean value adds presupposition multiple；
The second threshold includes the standard deviation that mean value subtracts presupposition multiple.
Optionally, the subsidy adjusted value for calculating different zones type, is realized by following formula:
Wherein, X indicates the number of head zone, and Y indicates the number of intermediate region, and Z indicates the number of tail region, NiTable Ith zone current time piece list amount under type where showing；TimeiIth zone is averaged every single clothes under type where indicating Business duration；αdelta1Indicate the subsidy coefficient adjustment value of head zone；αdelta2Indicate the subsidy coefficient adjustment value of intermediate region； αdelta3Indicate the subsidy coefficient adjustment value of tail region.
Optionally, the subsidy coefficient that each region is adjusted according to the adjusted value, specifically includes:
The former subsidy coefficient of tail region is added into corresponding subsidy adjusted value；
The former subsidy coefficient of head zone is subtracted into corresponding subsidy adjusted value.
Optionally, the service charge that order in corresponding region is calculated according to subsidy coefficient adjusted, specifically includes:
Calculate the service duration of order；
According to the subsidy coefficient and the service duration of the order region, the service charge of the order is calculated.
Optionally, the multiple region is the multiple regions not overlapped each other marked off in areal.
A kind of pricing device of service charge, described device include:
Indicator calculating unit calculates the service indication in each region according to the history order data of multiple regions；
Territorial classification unit classifies to each region according to the service indication in each region；
Adjustment calculation unit calculates different zones type after classification obtains the corresponding area type in each region Subsidize adjusted value；
Coefficient adjustment unit adjusts the subsidy coefficient in each region according to the adjusted value；
Service charge price unit calculates the service charge of the order in each region according to different coefficients adjusted.
A kind of computer readable storage medium, the storage medium are stored with computer program, and the computer program is used In the pricing method for executing service charge described in any of the above embodiments.
A kind of electronic equipment, comprising:
Processor；
Memory for storage processor executable instruction；
The processor is configured to the pricing method of service charge described in any of the above embodiments.
The embodiment of the present application, the pricing scheme of the service charge provided, on Spatial Dimension, based on service energy in different zones The sufficient degree of power carries out differentiation adjustment to the subsidy coefficient in region.Based on subsidy coefficient adjusted, different zones are realized The differentiation of service charge is fixed a price.Specifically, subsidy coefficient is turned up in region insufficient for transport power, to transfer the product of attendant Polarity promotes efficiency of service, turns down subsidy coefficient for the region of transport power abundance, since transport power abundance does not have to worry subsidy coefficient Reducing influences efficiency of service, so reducing subsidy expense in region in the case where not influencing existing efficiency of service.In this way, passing through The subsidy coefficient for adjusting different zones, balances the subsidy expense between the region of different transport power situations, maximally utilizes subsidy Expense；On the other hand, the service charge price of different zones is more bonded its practical transport power situation after adjustment, so that service charge is fixed a price It is more accurate.
Detailed description of the invention
Fig. 1 is a kind of flow chart of the pricing method of service charge shown in one exemplary embodiment of the application；
Fig. 2 is a kind of hardware structure diagram of the pricing device of service charge shown in one exemplary embodiment of the application；
Fig. 3 is a kind of module diagram of the pricing device of service charge shown in one exemplary embodiment of the application.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended The example of the consistent device and method of some aspects be described in detail in claims, the application.
It is only to be not intended to be limiting the application merely for for the purpose of describing particular embodiments in term used in this application. It is also intended in the application and the "an" of singular used in the attached claims, " described " and "the" including majority Form, unless the context clearly indicates other meaning.It is also understood that term "and/or" used herein refers to and wraps It may be combined containing one or more associated any or all of project listed.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the application A little information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other out.For example, not departing from In the case where the application range, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as One information.Depending on context, word as used in this " if " can be construed to " ... when " or " when ... When " or " in response to determination ".
As previously mentioned, being directed to the service charge in different business region, identical pricing mechanism is generallyd use.For example, based on single The subsidy coefficient (price paid needed for the labour of unit time attendant) and the service duration of order of position time obtains, With shown in the following formula 1 of service charge calculation formula:
Price=αp* Time formula 1
Wherein, Price indicates service charge, αpIndicate that subsidy coefficient, Time indicate service duration.
In one embodiment, the unit time may include per minute, i.e., subsidizing coefficient per minute multiplied by service duration (unit minute), so that it may obtain service charge.
Different zones are all made of identical subsidy coefficient.However, in practical applications, different business region often exists not Same service ability, if being easy to appear the unbalanced of subsidy resource, such as service ability abundance using identical pricing mechanism Resource is subsidized identically or comparably with the region of service scarce capacity, is existed for the region of ability abundance to a certain extent The case where source wastes.With the appearance of differentiation subsidy coefficient calculation, there may be differences for the subsidy coefficient of different zones. However, when being calculated due to differentiation subsidy coefficient, the case where each region is according only to self zone adjustment subsidy coefficient in isolation, Lack the connection between overall region；Even if therefore having a certain difference property between the subsidy coefficient of different zones, but region Subsidy coefficient still can not really reflect transport power situation whole in multizone, service charge price still remains inaccuracy, no Reasonable problem.
In order to solve above situation, this application provides a kind of pricing schemes of service charge, as described in Figure 1 as service charge Pricing method flow chart, this method can specifically include following steps:
Step 110: according to the history order data of multiple regions, calculating the service indication in each region；Wherein, the clothes The sufficient degree of service ability in business index expression region.
In one embodiment, the multiple region is the multiple regions not overlapped each other marked off in areal.
Wherein, the range in the area is changeable, can be needed to carry out flexible setting according to business, substantially be one The region division carried out on the business area of a same level.For example, the area can refer in administrative hierarchy meaning City, i.e., the multiple regions not overlapped each other marked off in the same city；The area can also refer to administrative hierarchy meaning Province in justice, i.e., the same multiple cities not overlapped marked off inside the province；The area can also refer to administrative hierarchy meaning Country in justice, i.e., the multiple provinces etc. not overlapped marked off in same country.
By the history order data in region, the sufficient degree of service ability in the region can be calculated.
In one embodiment, the step 110, can specifically include:
A1: according to the history order data in each region, each region each timeslice in setting duration recently is calculated Experience index；Wherein, the balance of the service ability supply and demand in the experience index expression region.In general, experience index is higher, Illustrate the service ability of regional service personnel greater than service ability needed for order, i.e., service ability is sufficient even residue；
A2: experience index median of each region in setting duration recently is calculated；
A3: according to the history order data in each region, each region each timeslice in setting duration recently is calculated And the people of current time piece imitates index；Wherein, the people imitates the efficiency of the attendant in index expression region；
A4: it calculates people of each region in setting duration recently and imitates index median.
Wherein, the experience index is that order is total by the quantity of order and order in preset duration after placing an order in timeslice The ratio of quantity；
The people imitates the ratio that index is attendant's quantity of at least one list of total number of orders amount and completion in timeslice.
It is illustrated by taking dispatching business as an example, it is assumed that a length of one week when setting, timeslice is one day, and experience index is 5 points Clock order rate (i.e. preset duration is 5 minutes):
Each region 5 minutes order rates daily in nearest one week are calculated, the rate of order in the 5 minutes, that is, region was at one day Interior all orders place an order after in 5 minutes by the quantity of jockey's order divided by total number of orders amount.So, for any one region For, 7 experience indexs (daily one) in the region can be calculated, then seek the middle position of this 7 experience indexs Number, is denoted as Ratei(i can indicate ith zone).Therefore, each region can correspond to an experience index median.
In practical applications, the experience index can be other any clothes for embodying region other than 5 minutes order rates The index, such as 3 minutes order rates of balance etc. of business ability supply and demand.
Similar, it is still illustrated by taking dispatching business as an example, it is assumed that a length of one week when setting, timeslice is one day:
It calculates each region people daily in nearest one week and imitates index, the people imitates index, that is, region order in one day Total quantity is divided by the attendant's quantity for completing at least one list.So, it for any one region, can be calculated 7 people in the region imitate index (daily one), then seek the median that this 7 people imitate index, are denoted as EffRiderMidi (i can indicate ith zone).Therefore, each region can correspond to a people and imitate index median.
It is imitated unlike index from people is calculated, it is also necessary to which the people for calculating current time piece imitates index, is denoted as EffRideri。
In one embodiment, according to the experience index median of all areas, mean value is calculated.
Wherein, mean value can be calculated with according to the following formula 2:
Wherein, n indicates the quantity of timeslice, i.e., the quantity of the experience index in each region；The formula 2 can indicate will be every The experience index median in a region is in region quantity after being added, and obtains mean value.
In one embodiment, according to the experience index median of all areas and the mean value, standard deviation is calculated.
Wherein, standard deviation can be calculated with according to the following formula 3:
Wherein, n indicates the quantity of timeslice, the i.e. quantity of the experience index of all areas.
It is noted that in the application index for selection median, primarily to the exception in index can be excluded Interference, usual median can reflect maximally efficient, true data in data.
Timeslice described herein can be adjusted according to business demand, substantially be using certain time length as one Timeslice, such as can be in above-mentioned example every day as a timeslice, be also possible to per hour, weekly, monthly etc. whens It is long to be used as timeslice.
Step 120: according to the service indication in each region, classifying to each region.
In one embodiment, by the multiple region, experience index median is greater than first threshold, and, when current Between piece people imitate index be less than people imitate index median region be determined as head zone；
Specifically, head zone needs to meet two following conditions:
(1)Ratei> first threshold
(2)EffRideri< EffRiderMidi
Condition (1) may indicate that the experience index in the region is relatively preferable, and condition (2) may indicate that the recent people's effect in the region Index decline, illustrates that the transport power in the region is more abundant, in some instances it may even be possible to have certain residue.
In an illustrative example, the first threshold includes the standard deviation that mean value adds presupposition multiple, i.e. first threshold =AvgRate+ presupposition multiple × StdRate.Wherein, the presupposition multiple can be adjusted flexibly based on business demand, Numberical range for example may include (0,3).It should be noted that the example is only exemplary example, not to first threshold It is defined, in practical applications, the first threshold can be an empirical value of artificial settings.
By in the multiple region, experience index median is less than second threshold, and, the people of current time piece imitates index The region for imitating index median greater than people is determined as tail region.
(1)Ratei< second threshold
(2)EffRideri>EffRiderMidi
Condition (1) may indicate that the experience index in the region is relatively poor, and condition (2) may indicate that the recent people's effect in the region Index rises, and illustrates that the transport power in the region is insufficient, in some instances it may even be possible to also be lost.
In an illustrative example, the second threshold includes the standard deviation that mean value subtracts presupposition multiple, i.e. second threshold =AvgRate- presupposition multiple × StdRate.Wherein, the presupposition multiple can be adjusted flexibly based on business demand, Numberical range for example may include (0,3).It should be noted that the example is only exemplary example, not to second threshold It is defined, in practical applications, the second threshold can be an empirical value of artificial settings.
Head zone will be both not belonging to or be not belonging to the region of tail region be determined as intermediate region.
Other regions other than head zone and perimeter can be considered as intermediate region.It is assumed that the experience in region Index Gaussian distributed, based on the condition of the transport power fluctuation in rostral-caudal region, the quantity of usual intermediate region at least can The major part of whole region quantity is accounted for, in the case where more common, the quantity of intermediate region can take up whole region 87%.
In the present embodiment, the number of head zone, intermediate region, tail region can be denoted as X, Y, Z respectively.
Step 130: after classification obtains the corresponding area type in each region, calculating the subsidy adjustment of different zones type Value.
Server can calculate the subsidy adjusted value of different zones type according to aforementioned calculated service indication.
In one embodiment, the step 130, can specifically include:
In the case where keeping average service subsidy constant, the subsidy adjusted value of different zones type is calculated.
In this embodiment, by seek all areas as day list amount Ni, region is averaged each single service time Timei(service duration represents the labour duration of attendant) gives the adjusted value α of head zonedelta1(usually αdelta1Less than 0, i.e., for turning down the service charge of this partial region), the adjusted value α of tail regiondelta3(usual αdelta3Table is big In 0, i.e., for the service charge of this partial region to be turned up), then according to the adjusted value α for calculating intermediate region such as formula 4delta2, to protect It is constant to hold average service subsidy:
Wherein, X indicates the number of head zone, and Y indicates the number of intermediate region, and Z indicates the number of tail region, NiTable Ith zone current time piece list amount under type where showing；TimeiIth zone is averaged every single clothes under type where indicating Business duration；αdelta1Indicate the subsidy coefficient adjustment value of head zone；αdelta2Indicate the subsidy coefficient adjustment value of intermediate region； αdelta3Indicate the subsidy coefficient adjustment value of tail region.
In the embodiment, by calculating the subsidy adjusted value of head zone, intermediate region and tail region, so as to adjust head The subsidy coefficient in portion region, intermediate region and tail region.
In another embodiment, since the region for needing to adjust service charge is generally focused on head zone and tail region, Therefore it can not consider intermediate region, but by the subsidy adjusted value of calculating head zone and tail region, so as to adjust head The subsidy coefficient in portion region and tail region, the service fee in the region that same adjustable transport power is insufficient or transport power is excessively sufficient.
Specifically, following formula 5 can be passed through
Wherein, X indicates the number of head zone, and Z indicates the number of tail region, NiI-th of area under type where indicating Domain current time piece list amount；TimeiIth zone is averaged every single service duration under type where indicating；αdelta1Indicate head The subsidy coefficient adjustment value in region；αdelta3Indicate the subsidy coefficient adjustment value of tail region.
In one embodiment, a variety of α can be provided previouslydelta1And αdelta3, by by αdelta1And αdelta3It brings into above-mentioned The α of formula establishment may be implemented in formula 4 or formula 5, matchingdelta1And αdelta3.In an implementation, the αdelta1With αdelta3It can be one-to-one.Such as αdelta1=-0.5, αdelta3=0.5.
The α of the offerdelta1And αdelta3, can be according to business demand or the pre-set experience of actual scene Value.For formula 4, since intermediate region accounts for the major part of whole region quantity, actually intermediate region only needs Carry out minimum adjustment.
Step 140: the subsidy coefficient in each region is adjusted according to the adjusted value.
The subsidy adjusted value of different zones type can be calculated through the above steps.In turn, it can be used and be calculated αdelta1、αdelta2、αdelta3Adjust the subsidy coefficient of corresponding region.
In one embodiment, the principle for adjusting different coefficients may is that
The former subsidy coefficient in the region of service indication difference is added into corresponding subsidy adjusted value；
The former subsidy coefficient in the good region of service indication is subtracted into corresponding subsidy adjusted value.
Specifically, the step 140 may include:
The former subsidy coefficient of tail region is added into corresponding subsidy adjusted value；
The former subsidy coefficient of head zone is subtracted into corresponding subsidy adjusted value.
It illustrates, it is assumed that the former subsidy coefficient of head zone is αp, then different coefficients adjusted are αp+αdelta1(such as The preceding αdelta1Less than 1, the subsidy coefficient of head zone is reduced, to reduce the service charge of subsidy).The middle area Domain and tail region are also similarly.
Step 150: the service charge of order in corresponding region is calculated according to subsidy coefficient adjusted.
Server is after having adjusted the subsidy coefficient of each region, so that it may apply these subsidy coefficient meters adjusted Calculate the service charge of order in corresponding region.
In one embodiment, the step 150, specifically includes:
Calculate the service duration of order；
According to the subsidy coefficient and the service duration of the order region, the service charge of the order is calculated.
As previously mentioned, different zones are all made of identical subsidy coefficient in the prior art.Serviced shown in aforementioned formula 1 Take calculation.
Price=αp* Time formula 1
Wherein, Price indicates service charge, αpIndicate that subsidy coefficient, Time indicate service duration.
In the application, due to dynamically having adjusted the subsidy coefficient of different zones, different zones are corresponded to different Subsidize coefficient.Therefore, it is based on the corresponding subsidy coefficient adjusted in the order region, new service charge can be calculated.
Still by taking head zone as an example, since head zone subsidy coefficient adjusted is αp+αdelta1, therefore, based on public affairs Formula 1 is it can be calculated that the service charge of head zone is Price=(αp+αdelta1)*Time。
The pricing scheme of service charge provided by the present application is filled on Spatial Dimension based on service ability in different zones Sufficient degree carries out differentiation adjustment to the subsidy coefficient in region；And it is based on subsidy coefficient adjusted, realizes different zones clothes The differentiation taken of being engaged in price.Specifically, subsidy coefficient is turned up in region insufficient for transport power, to transfer the positive of attendant Property promoted efficiency of service, subsidy coefficient is turned down for the region of transport power abundance, due to transport power abundance do not have to worry subsidy coefficient drop Low influence efficiency of service, so reducing subsidy expense in region in the case where not influencing existing efficiency of service.In this way, passing through tune The subsidy coefficient of whole different zones balances the subsidy expense between the region of different transport power situations, maximally utilizes allowance With；On the other hand, the service charge price of the different zones more practical transport power situation of fitting entirety after adjustment, so that service charge is fixed a price It is more accurate.
Corresponding with the embodiment for the pricing method that aforementioned service takes, present invention also provides the pricing devices of service charge Embodiment.
The embodiment of the pricing device of the application service charge can be using on the server.Installation practice can be by soft Part is realized, can also be realized by way of hardware or software and hardware combining.Taking software implementation as an example, as a logical meaning On device, be to be read into memory computer program instructions corresponding in nonvolatile memory by processor where it What operation was formed.For hardware view, as shown in Fig. 2, for a kind of hardware knot where the pricing device of the application service charge Composition, other than processor shown in Fig. 2, memory, network interface and nonvolatile memory, usual root in embodiment According to the actual functional capability of the price of the service charge, it can also include other hardware, this is repeated no more.
Referring to FIG. 3, in a kind of Software Implementation, the pricing device of the service charge may include:
Indicator calculating unit 210 calculates the service indication in each region according to the history order data of multiple regions；
Territorial classification unit 220 classifies to each region according to the service indication in each region；
Adjustment calculation unit 230 calculates different zones type after classification obtains the corresponding area type in each region Subsidy adjusted value；
Coefficient adjustment unit 240 adjusts the subsidy coefficient in each region according to the adjusted value；
Service charge price unit 250 calculates the service charge of the order in each region according to different coefficients adjusted.
Optionally, the coefficient adjustment unit 350, specifically includes:
The former subsidy coefficient in the region of service indication difference is added into corresponding subsidy adjusted value；
The former subsidy coefficient in the good region of service indication is subtracted into corresponding subsidy adjusted value.
Optionally, the adjustment calculation unit 230, specifically includes:
In the case where keeping average service subsidy constant, the subsidy adjusted value of different zones type is calculated.
Optionally, the indicator calculating unit 210, specifically includes:
First computation subunit calculates each region in setting duration recently according to the history order data in each region The experience index of interior each timeslice；Wherein, the balance of the service ability supply and demand in the experience index expression region, the body Test index be timeslice in order place an order after in preset duration by the ratio of the quantity of order and total number of orders amount；
Second computation subunit calculates experience index median of each region in setting duration recently；
Third computation subunit calculates each region in setting duration recently according to the history order data in each region The people of interior each timeslice and current time piece imitates index；Wherein, the people imitates the effect of the attendant in index expression region Rate height, it is total number of orders amount and the ratio for completing at least one single attendant's quantity in timeslice that the people, which imitates index,；
4th computation subunit calculates people of each region in setting duration recently and imitates index median.
Optionally, the territorial classification unit 220, specifically includes:
By in the multiple region, experience index median is greater than first threshold, and, the people of current time piece imitates index The region for imitating index median less than people is determined as head zone；
By in the multiple region, experience index median is less than second threshold, and, the people of current time piece imitates index The region for imitating index median greater than people is determined as tail region；
Head zone will be both not belonging to or be not belonging to the region of tail region be determined as intermediate region.
Optionally, described device further include:
5th computation subunit calculates the mean value and standard deviation of the experience index median of all areas；
The first threshold includes the standard deviation that mean value adds presupposition multiple；
The second threshold includes the standard deviation that mean value subtracts presupposition multiple.
Optionally, the adjustment calculation unit 230, is realized by following formula:
Wherein, X indicates the number of head zone, and Y indicates the number of intermediate region, and Z indicates the number of tail region, NiTable Ith zone current time piece list amount under type where showing；TimeiIth zone is averaged every single clothes under type where indicating Business duration；αdelta1Indicate the subsidy coefficient adjustment value of head zone；αdelta2Indicate the subsidy coefficient adjustment value of intermediate region； αdelta3Indicate the subsidy coefficient adjustment value of tail region.
Optionally, the coefficient adjustment unit 240, specifically includes:
The former subsidy coefficient of tail region is added into corresponding subsidy adjusted value；
The former subsidy coefficient of head zone is subtracted into corresponding subsidy adjusted value.
Optionally, the service charge price unit 250, specifically includes:
Calculate the service duration of order；
According to the subsidy coefficient and the service duration of the order region, the service charge of the order is calculated.
Optionally, the multiple region is the multiple regions not overlapped each other marked off in areal.
The function of each unit and the realization process of effect are specifically detailed in the above method and correspond to step in above-mentioned apparatus Realization process, details are not described herein.
For device embodiment, since it corresponds essentially to embodiment of the method, so related place is referring to method reality Apply the part explanation of example.The apparatus embodiments described above are merely exemplary, wherein described be used as separation unit The unit of explanation may or may not be physically separated, and component shown as a unit can be or can also be with It is not physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to actual The purpose for needing to select some or all of the modules therein to realize application scheme.Those of ordinary skill in the art are not paying Out in the case where creative work, it can understand and implement.
Figure 3 above describes inner function module and the structural representation of business monitoring device, substantial executing subject It can be a kind of electronic equipment, comprising:
Processor；
Memory for storage processor executable instruction；
Wherein, the processor is configured to:
According to the history order data of multiple regions, the service indication in each region is calculated；Wherein, the service indication table Show the sufficient degree of service ability in region；
According to the service indication in each region, classify to each region；
After classification obtains the corresponding area type in each region, the subsidy adjusted value of different zones type is calculated；
The subsidy coefficient in each region is adjusted according to the adjusted value；
The service charge of order in corresponding region is calculated according to subsidy coefficient adjusted.
Optionally, the subsidy adjusted value for calculating different zones type, specifically includes:
In the case where keeping average service subsidy constant, the subsidy adjusted value of different zones type is calculated.
Optionally, the history order data according to each region, calculate the service indication in each region, specific to wrap It includes:
According to the history order data in each region, the body of each region each timeslice in setting duration recently is calculated Test index；Wherein, the balance of the service ability supply and demand in the experience index expression region, the experience index are in timeslice Order place an order after in preset duration by the ratio of the quantity of order and total number of orders amount；
Calculate experience index median of each region in setting duration recently；
According to the history order data in each region, calculate each region in setting duration recently each timeslice and The people of current time piece imitates index；Wherein, the people imitates the efficiency of the attendant in index expression region, and people's effect refers to It is designated as the ratio of attendant's quantity of at least one list of total number of orders amount and completion in timeslice；
It calculates people of each region in setting duration recently and imitates index median.
Optionally, the service indication according to each region is classified to each region, is specifically included:
By in the multiple region, experience index median is greater than first threshold, and, the people of current time piece imitates index The region for imitating index median less than people is determined as head zone；
By in the multiple region, experience index median is less than second threshold, and, the people of current time piece imitates index The region for imitating index median greater than people is determined as tail region；
Head zone will be both not belonging to or be not belonging to the region of tail region be determined as intermediate region.
Optionally, further includes:
Calculate the mean value and standard deviation of the experience index median of all areas；
The first threshold includes the standard deviation that mean value adds presupposition multiple；
The second threshold includes the standard deviation that mean value subtracts presupposition multiple.
Optionally, the subsidy adjusted value for calculating different zones type, is realized by following formula:
Wherein, X indicates the number of head zone, and Y indicates the number of intermediate region, and Z indicates the number of tail region, NiTable Ith zone current time piece list amount under type where showing；TimeiIth zone is averaged every single clothes under type where indicating Business duration；αdelta1Indicate the subsidy coefficient adjustment value of head zone；αdelta2Indicate the subsidy coefficient adjustment value of intermediate region； αdelta3Indicate the subsidy coefficient adjustment value of tail region.
Optionally, the subsidy coefficient that each region is adjusted according to the adjusted value, specifically includes:
The former subsidy coefficient of tail region is added into corresponding subsidy adjusted value；
The former subsidy coefficient of head zone is subtracted into corresponding subsidy adjusted value.
Optionally, the service charge that order in corresponding region is calculated according to subsidy coefficient adjusted, specifically includes:
Calculate the service duration of order；
According to the subsidy coefficient and the service duration of the order region, the service charge of the order is calculated.
Optionally, the multiple region is the multiple regions not overlapped each other marked off in areal.
In the embodiment of above-mentioned electronic equipment, it should be appreciated that the processor can be central processing unit (English: Central Processing Unit, referred to as: CPU), can also be other general processors, digital signal processor (English: Digital Signal Processor, referred to as: DSP), specific integrated circuit (English: Application Specific Integrated Circuit, referred to as: ASIC) etc..General processor can be microprocessor or the processor is also possible to Any conventional processor etc., and memory above-mentioned can be read-only memory (English: read-only memory, abbreviation: ROM), random access memory (English: random access memory, abbreviation: RAM), flash memory, hard disk or solid State hard disk.The step of method in conjunction with disclosed in the embodiment of the present invention, can be embodied directly in hardware processor and execute completion, or Hardware and software module combination in person's processor execute completion.
Various embodiments are described in a progressive manner in the application, same and similar part between each embodiment It may refer to each other, each embodiment focuses on the differences from other embodiments.Especially for electronic equipment For embodiment, since it is substantially similar to the method embodiment, so being described relatively simple, related place is implemented referring to method The part explanation of example.
The foregoing is merely the preferred embodiments of the application, not to limit the application, all essences in the application Within mind and principle, any modification, equivalent substitution, improvement and etc. done be should be included within the scope of the application protection.

Claims (12)

1. a kind of pricing method of service charge, which is characterized in that the described method includes:
According to the history order data of multiple regions, the service indication in each region is calculated；
According to the service indication in each region, classify to each region；
After classification obtains the corresponding area type in each region, the subsidy adjusted value of different zones type is calculated；
The subsidy coefficient in each region is adjusted according to the adjusted value；
The service charge of order in corresponding region is calculated according to subsidy coefficient adjusted.
2. the method according to claim 1, wherein the history order data according to each region, calculate The service indication in each region, specifically includes:
According to the history order data in each region, calculates the experience of each timeslice in setting duration recently of each region and refer to Mark；Wherein, the balance of the service ability supply and demand in the experience index expression region, the experience index are order in timeslice By the ratio of the quantity of order and total number of orders amount in preset duration after placing an order；
Calculate experience index median of each region in setting duration recently；
According to the history order data in each region, each region each timeslice and current in setting duration recently is calculated The people of timeslice imitates index；Wherein, the people imitates the efficiency of the attendant in index expression region, and the people imitates index and is The ratio of attendant's quantity of at least one list of total number of orders amount and completion in timeslice；
It calculates people of each region in setting duration recently and imitates index median.
3. according to the method described in claim 2, it is characterized in that, the service indication according to each region, to described every A region is classified, and is specifically included:
By in the multiple region, experience index median is greater than first threshold, and, the people of current time piece is imitated index and is less than The region that people imitates index median is determined as head zone；
By in the multiple region, experience index median is less than second threshold, and, the people of current time piece is imitated index and is greater than The region that people imitates index median is determined as tail region；
Head zone will be both not belonging to or be not belonging to the region of tail region be determined as intermediate region.
4. according to the method described in claim 3, it is characterized in that, the method also includes:
Calculate the mean value and standard deviation of the experience index median of all areas；
The first threshold includes the standard deviation that mean value adds presupposition multiple；
The second threshold includes the standard deviation that mean value subtracts presupposition multiple.
5. the method according to claim 1, wherein the subsidy adjusted value for calculating different zones type, tool Body includes:
In the case where keeping average service subsidy constant, the subsidy adjusted value of different zones type is calculated.
6. according to the method described in claim 3, it is characterized in that, the subsidy adjusted value for calculating different zones type, leads to Following formula is crossed to realize:
Wherein, X indicates the number of head zone, and Y indicates the number of intermediate region, and Z indicates the number of tail region, NiIndicate institute The ith zone current time piece list amount under type；TimeiWhere indicating under type when the average every single service of ith zone It is long；αdelta1Indicate the subsidy coefficient adjustment value of head zone；αdelta2Indicate the subsidy coefficient adjustment value of intermediate region；αdelta3 Indicate the subsidy coefficient adjustment value of tail region.
7. according to the method described in claim 3, it is characterized in that, described adjust each region according to the adjusted value Coefficient is subsidized, is specifically included:
The former subsidy coefficient of tail region is added into corresponding subsidy adjusted value；
The former subsidy coefficient of head zone is subtracted into corresponding subsidy adjusted value.
8. the method according to claim 1, wherein described calculate corresponding region according to subsidy coefficient adjusted The service charge of interior order, specifically includes:
Calculate the service duration of order；
According to the subsidy coefficient and the service duration of the order region, the service charge of the order is calculated.
9. the method according to claim 1, wherein the multiple region is multiple to mark off in areal The region not overlapped each other.
10. a kind of pricing device of service charge, which is characterized in that described device includes:
Indicator calculating unit calculates the service indication in each region according to the history order data of multiple regions；
Territorial classification unit classifies to each region according to the service indication in each region；
Adjustment calculation unit calculates the subsidy of different zones type after classification obtains the corresponding area type in each region Adjusted value；
Coefficient adjustment unit adjusts the subsidy coefficient in each region according to the adjusted value；
Service charge price unit calculates the service charge of the order in each region according to different coefficients adjusted.
11. a kind of computer readable storage medium, which is characterized in that the storage medium is stored with computer program, the meter Calculation machine program is for executing method described in any one of the claims 1-9.
12. a kind of electronic equipment characterized by comprising
Processor；
Memory for storage processor executable instruction；
The processor is configured to method described in any one of the claims 1-9.
CN201811099113.6A 2018-09-20 2018-09-20 A kind of pricing method and device of service charge Pending CN109377262A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110197393A (en) * 2019-04-25 2019-09-03 好慷(厦门)信息技术有限公司 Method, apparatus and system are determined based on the zone price of O2O
CN111325503A (en) * 2020-02-10 2020-06-23 拉扎斯网络科技（上海）有限公司 Order processing method, device, server and nonvolatile storage medium
CN111695842A (en) * 2019-03-11 2020-09-22 拉扎斯网络科技（上海）有限公司 Distribution scheme determination method and device, electronic equipment and computer storage medium
CN112308380A (en) * 2020-09-30 2021-02-02 五八到家有限公司 Data processing method, device and system

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111695842A (en) * 2019-03-11 2020-09-22 拉扎斯网络科技（上海）有限公司 Distribution scheme determination method and device, electronic equipment and computer storage medium
CN111695842B (en) * 2019-03-11 2023-10-24 拉扎斯网络科技（上海）有限公司 Distribution scheme determining method, distribution scheme determining device, electronic equipment and computer storage medium
CN110197393A (en) * 2019-04-25 2019-09-03 好慷(厦门)信息技术有限公司 Method, apparatus and system are determined based on the zone price of O2O
CN111325503A (en) * 2020-02-10 2020-06-23 拉扎斯网络科技（上海）有限公司 Order processing method, device, server and nonvolatile storage medium
CN111325503B (en) * 2020-02-10 2023-09-26 拉扎斯网络科技（上海）有限公司 Order processing method, device, server and nonvolatile storage medium
CN112308380A (en) * 2020-09-30 2021-02-02 五八到家有限公司 Data processing method, device and system

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